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Published on 06.06.17 in Vol 4, No 2 (2017): Apr-Jun

This paper is in the following e-collection/theme issue:

Works citing "Delivering Cognitive Behavior Therapy to Young Adults With Symptoms of Depression and Anxiety Using a Fully Automated Conversational Agent (Woebot): A Randomized Controlled Trial"

According to Crossref, the following articles are citing this article (DOI 10.2196/mental.7785):

(note that this is only a small subset of citations)

  1. Abd-alrazaq AA, Alajlani M, Alalwan AA, Bewick BM, Gardner P, Househ M. An overview of the features of chatbots in mental health: A scoping review. International Journal of Medical Informatics 2019;132:103978
    CrossRef
  2. Wolpert M, Dalzell K, Ullman R, Garland L, Cortina M, Hayes D, Patalay P, Law D. Strategies not accompanied by a mental health professional to address anxiety and depression in children and young people: a scoping review of range and a systematic review of effectiveness. The Lancet Psychiatry 2019;6(1):46
    CrossRef
  3. . E-Mental Health Anwendungen für depressive und suizidale Menschen: eine Übersicht. Psychotherapie Forum 2019;23(3-4):111
    CrossRef
  4. Easton K, Potter S, Bec R, Bennion M, Christensen H, Grindell C, Mirheidari B, Weich S, de Witte L, Wolstenholme D, Hawley MS. A Virtual Agent to Support Individuals Living With Physical and Mental Comorbidities: Co-Design and Acceptability Testing. Journal of Medical Internet Research 2019;21(5):e12996
    CrossRef
  5. Clabaugh C, Matarić M. Escaping Oz: Autonomy in Socially Assistive Robotics. Annual Review of Control, Robotics, and Autonomous Systems 2019;2(1):33
    CrossRef
  6. Schlage J, Perich T. Mental health mobile application usage in young adults with a family history of mental illness. Australian Psychologist 2020;55(6):660
    CrossRef
  7. Chew AMK, Ong R, Lei H, Rajendram M, K V G, Verma SK, Fung DSS, Leong JJ, Gunasekeran DV. Digital Health Solutions for Mental Health Disorders During COVID-19. Frontiers in Psychiatry 2020;11
    CrossRef
  8. Rush AJ, Ibrahim HM. Speculations on the Future of Psychiatric Diagnosis. Journal of Nervous & Mental Disease 2018;206(6):481
    CrossRef
  9. Abd-Alrazaq A, Safi Z, Alajlani M, Warren J, Househ M, Denecke K. Technical Metrics Used to Evaluate Health Care Chatbots: Scoping Review. Journal of Medical Internet Research 2020;22(6):e18301
    CrossRef
  10. Quamar A, Özcan F, Miller D, Moore RJ, Niehus R, Kreulen J. Conversational BI. Proceedings of the VLDB Endowment 2020;13(12):3369
    CrossRef
  11. Kim JW, Jones KL, D’Angelo E. How to Prepare Prospective Psychiatrists in the Era of Artificial Intelligence. Academic Psychiatry 2019;43(3):337
    CrossRef
  12. Abd-Alrazaq AA, Alajlani M, Ali N, Denecke K, Bewick BM, Househ M. Perceptions and Opinions of Patients About Mental Health Chatbots: Scoping Review. Journal of Medical Internet Research 2021;23(1):e17828
    CrossRef
  13. . Artificial intelligence and mobile apps for mental healthcare: a social informatics perspective. Aslib Journal of Information Management 2020;72(4):509
    CrossRef
  14. Uchida H, Hiragaki Y, Nishi Y, Nakahara S, Koumoto J, Onmyoji Y, Fujimoto N, Kawakami K, Ishii M, Hirao K. An iPad application-based intervention for improving post-stroke depression symptoms in a convalescent rehabilitation ward: A pilot randomized controlled clinical trial protocol. Internet Interventions 2020;21:100340
    CrossRef
  15. Lohmueller LC, Naik A, Breitfeller L, McIlvennan CK, Kanwar M, Murali S, Rosé C, Antaki JF. Factors Affecting Health Care Engagement of Patients With End-Stage Heart Failure: An Exploratory Survey Study. MDM Policy & Practice 2019;4(2):238146831986551
    CrossRef
  16. Ha SW, Kim J. Designing a Scalable, Accessible, and Effective Mobile App Based Solution for Common Mental Health Problems. International Journal of Human–Computer Interaction 2020;36(14):1354
    CrossRef
  17. Suganuma S, Sakamoto D, Shimoyama H. An Embodied Conversational Agent for Unguided Internet-Based Cognitive Behavior Therapy in Preventative Mental Health: Feasibility and Acceptability Pilot Trial. JMIR Mental Health 2018;5(3):e10454
    CrossRef
  18. Barnett S, Huckvale K, Christensen H, Venkatesh S, Mouzakis K, Vasa R. Intelligent Sensing to Inform and Learn (InSTIL): A Scalable and Governance-Aware Platform for Universal, Smartphone-Based Digital Phenotyping for Research and Clinical Applications. Journal of Medical Internet Research 2019;21(11):e16399
    CrossRef
  19. Horn RL, Weisz JR. Can Artificial Intelligence Improve Psychotherapy Research and Practice?. Administration and Policy in Mental Health and Mental Health Services Research 2020;47(5):852
    CrossRef
  20. Abd-Alrazaq AA, Rababeh A, Alajlani M, Bewick BM, Househ M. Effectiveness and Safety of Using Chatbots to Improve Mental Health: Systematic Review and Meta-Analysis. Journal of Medical Internet Research 2020;22(7):e16021
    CrossRef
  21. Fonseka TM, Bhat V, Kennedy SH. The utility of artificial intelligence in suicide risk prediction and the management of suicidal behaviors. Australian & New Zealand Journal of Psychiatry 2019;53(10):954
    CrossRef
  22. Miner AS, Shah N, Bullock KD, Arnow BA, Bailenson J, Hancock J. Key Considerations for Incorporating Conversational AI in Psychotherapy. Frontiers in Psychiatry 2019;10
    CrossRef
  23. Xing Z, Yu F, Du J, Walker JS, Paulson CB, Mani NS, Song L. Conversational Interfaces for Health: Bibliometric Analysis of Grants, Publications, and Patents. Journal of Medical Internet Research 2019;21(11):e14672
    CrossRef
  24. McGreevey JD, Hanson CW, Koppel R. Clinical, Legal, and Ethical Aspects of Artificial Intelligence–Assisted Conversational Agents in Health Care. JAMA 2020;324(6):552
    CrossRef
  25. Morrow AS, Campos Vega AD, Zhao X, Liriano MM. Leveraging Machine Learning to Identify Predictors of Receiving Psychosocial Treatment for Attention Deficit/Hyperactivity Disorder. Administration and Policy in Mental Health and Mental Health Services Research 2020;47(5):680
    CrossRef
  26. . Mental health apps lean on bots and unlicensed therapists. Nature Medicine 2019;
    CrossRef
  27. Soares EE, Thrall JN, Stephens TN, Rodriguez Biglieri R, Consoli AJ, Bunge EL. Publication Trends in Psychotherapy: Bibliometric Analysis of the Past 5 Decades. American Journal of Psychotherapy 2020;73(3):85
    CrossRef
  28. Trost MJ, Ford AR, Kysh L, Gold JI, Matarić M. Socially Assistive Robots for Helping Pediatric Distress and Pain. The Clinical Journal of Pain 2019;35(5):451
    CrossRef
  29. Hartley S, Raphael J, Lovell K, Berry K. Effective nurse–patient relationships in mental health care: A systematic review of interventions to improve the therapeutic alliance. International Journal of Nursing Studies 2020;102:103490
    CrossRef
  30. Mehrotra S, Tripathi R. Recent developments in the use of smartphone interventions for mental health. Current Opinion in Psychiatry 2018;31(5):379
    CrossRef
  31. Cirillo D, Catuara-Solarz S, Morey C, Guney E, Subirats L, Mellino S, Gigante A, Valencia A, Rementeria MJ, Chadha AS, Mavridis N. Sex and gender differences and biases in artificial intelligence for biomedicine and healthcare. npj Digital Medicine 2020;3(1)
    CrossRef
  32. Ibarra F, Baez M, Cernuzzi L, Casati F. A Systematic Review on Technology-Supported Interventions to Improve Old-Age Social Wellbeing: Loneliness, Social Isolation, and Connectedness. Journal of Healthcare Engineering 2020;2020:1
    CrossRef
  33. So R, Furukawa TA, Matsushita S, Baba T, Matsuzaki T, Furuno S, Okada H, Higuchi S. Unguided Chatbot-Delivered Cognitive Behavioural Intervention for Problem Gamblers Through Messaging App: A Randomised Controlled Trial. Journal of Gambling Studies 2020;36(4):1391
    CrossRef
  34. Oh J, Jang S, Kim H, Kim J. Efficacy of mobile app-based interactive cognitive behavioral therapy using a chatbot for panic disorder. International Journal of Medical Informatics 2020;140:104171
    CrossRef
  35. . Accessibility and acceptability of voice assistants for people with acquired brain injury. ACM SIGACCESS Accessibility and Computing 2020;(123):1
    CrossRef
  36. Bickmore TW, Trinh H, Olafsson S, O'Leary TK, Asadi R, Rickles NM, Cruz R. Patient and Consumer Safety Risks When Using Conversational Assistants for Medical Information: An Observational Study of Siri, Alexa, and Google Assistant. Journal of Medical Internet Research 2018;20(9):e11510
    CrossRef
  37. Schueller SM, Adkins EC. Mobile Health Technologies to Deliver and Support Cognitive-Behavioral Therapy. Psychiatric Annals 2019;49(8):348
    CrossRef
  38. Kim B, Kim Y, Park CHK, Rhee SJ, Kim YS, Leventhal BL, Ahn YM, Paik H. Identifying the Medical Lethality of Suicide Attempts Using Network Analysis and Deep Learning: Nationwide Study. JMIR Medical Informatics 2020;8(7):e14500
    CrossRef
  39. . Response to “uncertainty in emotion recognition”. Journal of Information, Communication and Ethics in Society 2019;17(3):295
    CrossRef
  40. Rawassizadeh R, Sen T, Kim SJ, Meurisch C, Keshavarz H, Mühlhäuser M, Pazzani M. Manifestation of virtual assistants and robots into daily life: vision and challenges. CCF Transactions on Pervasive Computing and Interaction 2019;1(3):163
    CrossRef
  41. . Technology and mental health: The role of artificial intelligence. European Psychiatry 2019;55:1
    CrossRef
  42. Fiske A, Henningsen P, Buyx A. Your Robot Therapist Will See You Now: Ethical Implications of Embodied Artificial Intelligence in Psychiatry, Psychology, and Psychotherapy. Journal of Medical Internet Research 2019;21(5):e13216
    CrossRef
  43. Lattie EG, Adkins EC, Winquist N, Stiles-Shields C, Wafford QE, Graham AK. Digital Mental Health Interventions for Depression, Anxiety, and Enhancement of Psychological Well-Being Among College Students: Systematic Review. Journal of Medical Internet Research 2019;21(7):e12869
    CrossRef
  44. Morin O, Winters J, Müller TF, Morisseau T, Etter C, Greenhill SJ. What smartphone apps may contribute to language evolution research. Journal of Language Evolution 2018;3(2):91
    CrossRef
  45. . High-performance medicine: the convergence of human and artificial intelligence. Nature Medicine 2019;25(1):44
    CrossRef
  46. Miller E, Polson D. Apps, Avatars, and Robots: The Future of Mental Healthcare. Issues in Mental Health Nursing 2019;40(3):208
    CrossRef
  47. Bibault J, Chaix B, Nectoux P, Pienkowski A, Guillemasé A, Brouard B. Healthcare ex Machina: Are conversational agents ready for prime time in oncology?. Clinical and Translational Radiation Oncology 2019;16:55
    CrossRef
  48. Sezgin E, Militello LK, Huang Y, Lin S. A scoping review of patient-facing, behavioral health interventions with voice assistant technology targeting self-management and healthy lifestyle behaviors. Translational Behavioral Medicine 2020;10(3):606
    CrossRef
  49. Hamamura T, Suganuma S, Ueda M, Mearns J, Shimoyama H. Standalone Effects of a Cognitive Behavioral Intervention Using a Mobile Phone App on Psychological Distress and Alcohol Consumption Among Japanese Workers: Pilot Nonrandomized Controlled Trial. JMIR Mental Health 2018;5(1):e24
    CrossRef
  50. Torous J, Lipschitz J, Ng M, Firth J. Dropout rates in clinical trials of smartphone apps for depressive symptoms: A systematic review and meta-analysis. Journal of Affective Disorders 2020;263:413
    CrossRef
  51. Sheth A, Yip HY, Iyengar A, Tepper P. Cognitive Services and Intelligent Chatbots: Current Perspectives and Special Issue Introduction. IEEE Internet Computing 2019;23(2):6
    CrossRef
  52. Fillenbaum GG, Blay SL, Mello MF, Quintana MI, Mari JJ, Bressan RA, Andreoli SB. Use of mental health services by community-resident adults with DSM-IV anxiety and mood disorders in a violence-prone area: São Paulo, Brazil. Journal of Affective Disorders 2019;250:145
    CrossRef
  53. Hsin H, Torous J. Creating boundaries to empower digital health technology. BJPsych Open 2018;4(4):235
    CrossRef
  54. Perski O, Crane D, Beard E, Brown J. Does the addition of a supportive chatbot promote user engagement with a smoking cessation app? An experimental study. DIGITAL HEALTH 2019;5:205520761988067
    CrossRef
  55. Glover AC, Schueller SM, Winiarski DA, Smith DL, Karnik NS, Zalta AK. Automated Mobile Phone–Based Mental Health Resource for Homeless Youth: Pilot Study Assessing Feasibility and Acceptability. JMIR Mental Health 2019;6(10):e15144
    CrossRef
  56. . Pozitív technológia – Hogyan segíthetik az új technológiák a teljes emberi működést?. Magyar Pszichológiai Szemle 2019;74(3):407
    CrossRef
  57. Hariman K, Ventriglio A, Bhugra D. The Future of Digital Psychiatry. Current Psychiatry Reports 2019;21(9)
    CrossRef
  58. Hwang D, Woodrum RR. Inadequacy of Current Solutions to Address Provider Shortage. Chest 2020;157(5):1055
    CrossRef
  59. Stephens TN, Joerin A, Rauws M, Werk LN. Feasibility of pediatric obesity and prediabetes treatment support through Tess, the AI behavioral coaching chatbot. Translational Behavioral Medicine 2019;9(3):440
    CrossRef
  60. Higinbotham MK, Emmert-Aronson B, Bunge EL. A Meta-analysis of the Effectiveness of Behavioral Intervention Technologies and Face-to-Face Cognitive Behavioral Therapy for Youth with Depression. Journal of Technology in Behavioral Science 2020;5(4):324
    CrossRef
  61. Lau N, O'Daffer A, Colt S, Yi-Frazier JP, Palermo TM, McCauley E, Rosenberg AR. Android and iPhone Mobile Apps for Psychosocial Wellness and Stress Management: Systematic Search in App Stores and Literature Review. JMIR mHealth and uHealth 2020;8(5):e17798
    CrossRef
  62. Muroff J, Otte S. Innovations in CBT treatment for hoarding: Transcending office walls. Journal of Obsessive-Compulsive and Related Disorders 2019;23:100471
    CrossRef
  63. Sujan M, Furniss D, Grundy K, Grundy H, Nelson D, Elliott M, White S, Habli I, Reynolds N. Human factors challenges for the safe use of artificial intelligence in patient care. BMJ Health & Care Informatics 2019;26(1):e100081
    CrossRef
  64. Gaffney H, Mansell W, Tai S. Agents of change: Understanding the therapeutic processes associated with the helpfulness of therapy for mental health problems with relational agent MYLO. DIGITAL HEALTH 2020;6:205520762091158
    CrossRef
  65. Kannampallil T, Ma J. Digital Translucence: Adapting Telemedicine Delivery Post-COVID-19. Telemedicine and e-Health 2020;26(9):1120
    CrossRef
  66. Onyeaka HK, Wisniewski H, Henson P, Torous J. Understanding the evolving preferences for use of health information technology among adults with self reported anxiety and depression in the U.S. Journal of Behavioral and Cognitive Therapy 2020;30(1):49
    CrossRef
  67. de Cock C, Milne-Ives M, van Velthoven MH, Alturkistani A, Lam C, Meinert E. Effectiveness of Conversational Agents (Virtual Assistants) in Health Care: Protocol for a Systematic Review. JMIR Research Protocols 2020;9(3):e16934
    CrossRef
  68. Dekker I, De Jong EM, Schippers MC, De Bruijn-Smolders M, Alexiou A, Giesbers B. Optimizing Students’ Mental Health and Academic Performance: AI-Enhanced Life Crafting. Frontiers in Psychology 2020;11
    CrossRef
  69. Palanica A, Flaschner P, Thommandram A, Li M, Fossat Y. Physicians’ Perceptions of Chatbots in Health Care: Cross-Sectional Web-Based Survey. Journal of Medical Internet Research 2019;21(4):e12887
    CrossRef
  70. Gaffney H, Mansell W, Tai S. Conversational Agents in the Treatment of Mental Health Problems: Mixed-Method Systematic Review. JMIR Mental Health 2019;6(10):e14166
    CrossRef
  71. Ta V, Griffith C, Boatfield C, Wang X, Civitello M, Bader H, DeCero E, Loggarakis A. User Experiences of Social Support From Companion Chatbots in Everyday Contexts: Thematic Analysis. Journal of Medical Internet Research 2020;22(3):e16235
    CrossRef
  72. Tan S, Liew TW. Designing Embodied Virtual Agents as Product Specialists in a Multi-Product Category E-Commerce: The Roles of Source Credibility and Social Presence. International Journal of Human–Computer Interaction 2020;36(12):1136
    CrossRef
  73. Li LW, Chew AM, Gunasekeran DV. Digital health for patients with chronic pain during the COVID-19 pandemic. British Journal of Anaesthesia 2020;125(5):657
    CrossRef
  74. de Gennaro M, Krumhuber EG, Lucas G. Effectiveness of an Empathic Chatbot in Combating Adverse Effects of Social Exclusion on Mood. Frontiers in Psychology 2020;10
    CrossRef
  75. Karnik NS, Winiarski DA. Editorial: Bullying and Suicide Risk: Restructuring Prevention, Identification, and Treatment to Address a Global Mental Health Crisis. Journal of the American Academy of Child & Adolescent Psychiatry 2019;58(9):851
    CrossRef
  76. Gabrielli S, Rizzi S, Carbone S, Donisi V. A Chatbot-Based Coaching Intervention for Adolescents to Promote Life Skills: Pilot Study. JMIR Human Factors 2020;7(1):e16762
    CrossRef
  77. Burger F, Neerincx MA, Brinkman W. Technological State of the Art of Electronic Mental Health Interventions for Major Depressive Disorder: Systematic Literature Review. Journal of Medical Internet Research 2020;22(1):e12599
    CrossRef
  78. Chan S, Godwin H, Gonzalez A, Yellowlees PM, Hilty DM. Review of Use and Integration of Mobile Apps Into Psychiatric Treatments. Current Psychiatry Reports 2017;19(12)
    CrossRef
  79. Ma L, Huang C, Cui Z. A meta-analysis of cognitive-behavioral therapy for depressive symptoms among college students, alone and in comparison with other interventions. Journal of Behavioral and Cognitive Therapy 2020;30(2):127
    CrossRef
  80. . Is Big Data the New Stethoscope? Perils of Digital Phenotyping to Address Mental Illness. Philosophy & Technology 2021;34(3):447
    CrossRef
  81. Kocaballi AB, Berkovsky S, Quiroz JC, Laranjo L, Tong HL, Rezazadegan D, Briatore A, Coiera E. The Personalization of Conversational Agents in Health Care: Systematic Review. Journal of Medical Internet Research 2019;21(11):e15360
    CrossRef
  82. Zhang J, Oh YJ, Lange P, Yu Z, Fukuoka Y. Artificial Intelligence Chatbot Behavior Change Model for Designing Artificial Intelligence Chatbots to Promote Physical Activity and a Healthy Diet: Viewpoint. Journal of Medical Internet Research 2020;22(9):e22845
    CrossRef
  83. de Mello FL, de Souza SA. Psychotherapy and Artificial Intelligence: A Proposal for Alignment. Frontiers in Psychology 2019;10
    CrossRef
  84. Hauser-Ulrich S, Künzli H, Meier-Peterhans D, Kowatsch T. A Smartphone-Based Health Care Chatbot to Promote Self-Management of Chronic Pain (SELMA): Pilot Randomized Controlled Trial. JMIR mHealth and uHealth 2020;8(4):e15806
    CrossRef
  85. Zhang R, Nicholas J, Knapp AA, Graham AK, Gray E, Kwasny MJ, Reddy M, Mohr DC. Clinically Meaningful Use of Mental Health Apps and its Effects on Depression: Mixed Methods Study. Journal of Medical Internet Research 2019;21(12):e15644
    CrossRef
  86. Inkster B, Sarda S, Subramanian V. An Empathy-Driven, Conversational Artificial Intelligence Agent (Wysa) for Digital Mental Well-Being: Real-World Data Evaluation Mixed-Methods Study. JMIR mHealth and uHealth 2018;6(11):e12106
    CrossRef
  87. Greer S, Ramo D, Chang Y, Fu M, Moskowitz J, Haritatos J. Use of the Chatbot “Vivibot” to Deliver Positive Psychology Skills and Promote Well-Being Among Young People After Cancer Treatment: Randomized Controlled Feasibility Trial. JMIR mHealth and uHealth 2019;7(10):e15018
    CrossRef
  88. Sin J, Munteanu C. An empirically grounded sociotechnical perspective on designing virtual agents for older adults. Human–Computer Interaction 2020;35(5-6):481
    CrossRef
  89. Wilhelm S, Weingarden H, Ladis I, Braddick V, Shin J, Jacobson NC. Cognitive-Behavioral Therapy in the Digital Age: Presidential Address. Behavior Therapy 2020;51(1):1
    CrossRef
  90. Følstad A, Brandtzaeg PB. Users' experiences with chatbots: findings from a questionnaire study. Quality and User Experience 2020;5(1)
    CrossRef
  91. Schachner T, Keller R, v Wangenheim F. Artificial Intelligence-Based Conversational Agents for Chronic Conditions: Systematic Literature Review. Journal of Medical Internet Research 2020;22(9):e20701
    CrossRef
  92. Ly KH, Ly A, Andersson G. A fully automated conversational agent for promoting mental well-being: A pilot RCT using mixed methods. Internet Interventions 2017;10:39
    CrossRef
  93. Tudor Car L, Dhinagaran DA, Kyaw BM, Kowatsch T, Joty S, Theng Y, Atun R. Conversational Agents in Health Care: Scoping Review and Conceptual Analysis. Journal of Medical Internet Research 2020;22(8):e17158
    CrossRef
  94. Chan S, Li L, Torous J, Gratzer D, Yellowlees PM. Review and Implementation of Self-Help and Automated Tools in Mental Health Care. Psychiatric Clinics of North America 2019;42(4):597
    CrossRef
  95. Park S, Choi J, Lee S, Oh C, Kim C, La S, Lee J, Suh B. Designing a Chatbot for a Brief Motivational Interview on Stress Management: Qualitative Case Study. Journal of Medical Internet Research 2019;21(4):e12231
    CrossRef
  96. Wykes T, Schueller S. Why Reviewing Apps Is Not Enough: Transparency for Trust (T4T) Principles of Responsible Health App Marketplaces. Journal of Medical Internet Research 2019;21(5):e12390
    CrossRef
  97. Beattie A, Edwards AP, Edwards C. A Bot and a Smile: Interpersonal Impressions of Chatbots and Humans Using Emoji in Computer-mediated Communication. Communication Studies 2020;71(3):409
    CrossRef
  98. Scholten MR, Kelders SM, Van Gemert-Pijnen JEWC. An Empirical Study of a Pedagogical Agent as an Adjunct to an eHealth Self-Management Intervention: What Modalities Does It Need to Successfully Support and Motivate Users?. Frontiers in Psychology 2019;10
    CrossRef
  99. Kim J, Jo H. Development of Conversational News Chatbot System Based on User Intent Analysis. Journal of Digital Contents Society 2019;20(5):963
    CrossRef
  100. Kamita T, Ito T, Matsumoto A, Munakata T, Inoue T. A Chatbot System for Mental Healthcare Based on SAT Counseling Method. Mobile Information Systems 2019;2019:1
    CrossRef
  101. Schuetzler RM, Giboney JS, Grimes GM, Nunamaker JF. The influence of conversational agent embodiment and conversational relevance on socially desirable responding. Decision Support Systems 2018;114:94
    CrossRef
  102. . Artificial intelligence and counseling: Four levels of implementation. Theory & Psychology 2019;29(6):807
    CrossRef
  103. Boczar D, Sisti A, Oliver JD, Helmi H, Restrepo DJ, Huayllani MT, Spaulding AC, Carter R, Rinker BD, Forte AJ. Artificial Intelligent Virtual Assistant for Plastic Surgery Patient's Frequently Asked Questions. Annals of Plastic Surgery 2020;84(4):e16
    CrossRef
  104. Davendralingam N, Sebire NJ, Arthurs OJ, Shelmerdine SC. Artificial intelligence in paediatric radiology: Future opportunities. The British Journal of Radiology 2021;94(1117):20200975
    CrossRef
  105. Laranjo L, Dunn AG, Tong HL, Kocaballi AB, Chen J, Bashir R, Surian D, Gallego B, Magrabi F, Lau AYS, Coiera E. Conversational agents in healthcare: a systematic review. Journal of the American Medical Informatics Association 2018;25(9):1248
    CrossRef
  106. Vaidyam AN, Wisniewski H, Halamka JD, Kashavan MS, Torous JB. Chatbots and Conversational Agents in Mental Health: A Review of the Psychiatric Landscape. The Canadian Journal of Psychiatry 2019;64(7):456
    CrossRef
  107. . AI in mental health. Current Opinion in Psychology 2020;36:112
    CrossRef
  108. Funk B, Sadeh-Sharvit S, Fitzsimmons-Craft EE, Trockel MT, Monterubio GE, Goel NJ, Balantekin KN, Eichen DM, Flatt RE, Firebaugh M, Jacobi C, Graham AK, Hoogendoorn M, Wilfley DE, Taylor CB. A Framework for Applying Natural Language Processing in Digital Health Interventions. Journal of Medical Internet Research 2020;22(2):e13855
    CrossRef
  109. Christ C, Schouten MJ, Blankers M, van Schaik DJ, Beekman AT, Wisman MA, Stikkelbroek YA, Dekker JJ. Internet and Computer-Based Cognitive Behavioral Therapy for Anxiety and Depression in Adolescents and Young Adults: Systematic Review and Meta-Analysis. Journal of Medical Internet Research 2020;22(9):e17831
    CrossRef
  110. Mantani A, Kato T, Furukawa TA, Horikoshi M, Imai H, Hiroe T, Chino B, Funayama T, Yonemoto N, Zhou Q, Kawanishi N. Smartphone Cognitive Behavioral Therapy as an Adjunct to Pharmacotherapy for Refractory Depression: Randomized Controlled Trial. Journal of Medical Internet Research 2017;19(11):e373
    CrossRef
  111. . Is AI for Psychologists?. Cyberpsychology, Behavior, and Social Networking 2019;22(12):751
    CrossRef
  112. Ling H, Björling E. Sharing Stress With a Robot: What Would a Robot Say?. Human-Machine Communication 2020;1:133
    CrossRef
  113. Loveys K, Fricchione G, Kolappa K, Sagar M, Broadbent E. Reducing Patient Loneliness With Artificial Agents: Design Insights From Evolutionary Neuropsychiatry. Journal of Medical Internet Research 2019;21(7):e13664
    CrossRef
  114. Morris RR, Kouddous K, Kshirsagar R, Schueller SM. Towards an Artificially Empathic Conversational Agent for Mental Health Applications: System Design and User Perceptions. Journal of Medical Internet Research 2018;20(6):e10148
    CrossRef
  115. Björling EA, Rose E, Davidson A, Ren R, Wong D. Can We Keep Him Forever? Teens’ Engagement and Desire for Emotional Connection with a Social Robot. International Journal of Social Robotics 2020;12(1):65
    CrossRef
  116. Stavropoulos V, Cokorilo S, Kambouropoulos A, Collard J, Gomez R. Cognitive Behavioral Therapy Online for Adult Depression: A 10 Year Systematic Literature Review. Current Psychiatry Research and Reviews 2019;15(3):152
    CrossRef
  117. Fulmer R, Joerin A, Gentile B, Lakerink L, Rauws M. Using Psychological Artificial Intelligence (Tess) to Relieve Symptoms of Depression and Anxiety: Randomized Controlled Trial. JMIR Mental Health 2018;5(4):e64
    CrossRef
  118. Ardito C, Caivano D, Colizzi L, Dimauro G, Verardi L. Design and Execution of Integrated Clinical Pathway: A Simplified Meta-Model and Associated Methodology. Information 2020;11(7):362
    CrossRef
  119. Sheth A, Yip HY, Shekarpour S. Extending Patient-Chatbot Experience with Internet-of-Things and Background Knowledge: Case Studies with Healthcare Applications. IEEE Intelligent Systems 2019;34(4):24
    CrossRef
  120. Ponzo S, Morelli D, Kawadler JM, Hemmings NR, Bird G, Plans D. Efficacy of the Digital Therapeutic Mobile App BioBase to Reduce Stress and Improve Mental Well-Being Among University Students: Randomized Controlled Trial. JMIR mHealth and uHealth 2020;8(4):e17767
    CrossRef
  121. Nilsson A, Sörman K, Klingvall J, Ovelius E, Lundberg J, Hellner C. MyCompass in a Swedish context – lessons learned from the transfer of a self-guided intervention targeting mental health problems. BMC Psychiatry 2019;19(1)
    CrossRef
  122. Moore JR, Caudill R. The Bot Will See You Now. Psychiatric Clinics of North America 2019;42(4):627
    CrossRef
  123. . Criticism From Artificial Agents: Prior Interaction Reduces Negative Effects. Communication Research Reports 2019;36(2):148
    CrossRef
  124. Jha U, Khant K, Kotadiya M, Gamdha K, Kansagra Z. To Alleviate Depression by Interactive Artificial Conversation Entity. International Journal of Scientific Research in Computer Science, Engineering and Information Technology 2019;:1039
    CrossRef
  125. Engdahl P, Svedberg P, Lexén A, Bejerholm U. Role of a Digital Return-To-Work Solution for Individuals With Common Mental Disorders: Qualitative Study of the Perspectives of Three Stakeholder Groups. JMIR Formative Research 2020;4(9):e15625
    CrossRef
  126. . Symptoms of Anxiety in College Students and the Influence of Social Determinants of Health. Journal of College Student Psychotherapy 2022;36(4):339
    CrossRef
  127. . Intégration de l’IA en santé au Québec : enjeux légaux. Ethics, Medicine and Public Health 2020;15:100598
    CrossRef
  128. Cheng Y, Jiang H. AI‐Powered mental health chatbots: Examining users’ motivations, active communicative action and engagement after mass‐shooting disasters. Journal of Contingencies and Crisis Management 2020;28(3):339
    CrossRef
  129. Dosovitsky G, Pineda BS, Jacobson NC, Chang C, Escoredo M, Bunge EL. Artificial Intelligence Chatbot for Depression: Descriptive Study of Usage. JMIR Formative Research 2020;4(11):e17065
    CrossRef
  130. Omoregbe NAI, Ndaman IO, Misra S, Abayomi-Alli OO, Damaševičius R, Dogra A. Text Messaging-Based Medical Diagnosis Using Natural Language Processing and Fuzzy Logic. Journal of Healthcare Engineering 2020;2020:1
    CrossRef
  131. Winter NR, Hahn T. Big Data‚ KI und Maschinenlernen auf dem Weg zur Precision-Psychiatry – wie verändern sie den therapeutischen Alltag?. Fortschritte der Neurologie · Psychiatrie 2020;88(12):786
    CrossRef
  132. Fan X, Chao D, Zhang Z, Wang D, Li X, Tian F. Utilization of Self-Diagnosis Health Chatbots in Real-World Settings: Case Study. Journal of Medical Internet Research 2021;23(1):e19928
    CrossRef
  133. Schure M, McCrory B, Tuchscherer Franklin K, Greist J, Weissman RS. Twelve-Month Follow-Up to a Fully Automated Internet-Based Cognitive Behavior Therapy Intervention for Rural Adults With Depression Symptoms: Single-Arm Longitudinal Study. Journal of Medical Internet Research 2020;22(10):e21336
    CrossRef
  134. Lee M, Kang D, Yoon J, Shim S, Kim I, Oh D, Shin S, Hesse BW, Cho J, Weston KL. The difference in knowledge and attitudes of using mobile health applications between actual user and non-user among adults aged 50 and older. PLOS ONE 2020;15(10):e0241350
    CrossRef
  135. Chung K, Cho HY, Park JY. A Chatbot for Perinatal Women’s and Partners’ Obstetric and Mental Health Care: Development and Usability Evaluation Study. JMIR Medical Informatics 2021;9(3):e18607
    CrossRef
  136. Barnett P, Arundell L, Saunders R, Matthews H, Pilling S. The efficacy of psychological interventions for the prevention and treatment of mental health disorders in university students: A systematic review and meta-analysis. Journal of Affective Disorders 2021;280:381
    CrossRef
  137. Imm S, Kang TU. Intimacy and Love with Artificial Intelligence in the Movie “Her”. Psychoanalysis 2020;31(4):91
    CrossRef
  138. Huang D, Chueh H. Chatbot usage intention analysis: Veterinary consultation. Journal of Innovation & Knowledge 2021;6(3):135
    CrossRef
  139. Daley K, Hungerbuehler I, Cavanagh K, Claro HG, Swinton PA, Kapps M. Preliminary Evaluation of the Engagement and Effectiveness of a Mental Health Chatbot. Frontiers in Digital Health 2020;2
    CrossRef
  140. Schueller SM, Armstrong CM, Neary M, Ciulla RP. An Introduction to Core Competencies for the Use of Mobile Apps in Cognitive and Behavioral Practice. Cognitive and Behavioral Practice 2022;29(1):69
    CrossRef
  141. Milne-Ives M, de Cock C, Lim E, Shehadeh MH, de Pennington N, Mole G, Normando E, Meinert E. The Effectiveness of Artificial Intelligence Conversational Agents in Health Care: Systematic Review. Journal of Medical Internet Research 2020;22(10):e20346
    CrossRef
  142. Snir M, Nazareth S, Simmons E, Hayward L, Ashcraft K, Bristow SL, Esplin ED, Aradhya S. Democratizing genomics: Leveraging software to make genetics an integral part of routine care. American Journal of Medical Genetics Part C: Seminars in Medical Genetics 2021;187(1):14
    CrossRef
  143. Nazareth S, Nussbaum RL, Siglen E, Wicklund CA. Chatbots & artificial intelligence to scale genetic information delivery. Journal of Genetic Counseling 2021;30(1):7
    CrossRef
  144. Bendig E, Meißner D, Erb B, Weger L, Küchler A, Bauereiss N, Ebert D, Baumeister H. Study protocol of a randomised controlled trial on SISU, a software agent providing a brief self-help intervention for adults with low psychological well-being. BMJ Open 2021;11(2):e041573
    CrossRef
  145. Almusharraf F, Rose J, Selby P. Engaging Unmotivated Smokers to Move Toward Quitting: Design of Motivational Interviewing–Based Chatbot Through Iterative Interactions. Journal of Medical Internet Research 2020;22(11):e20251
    CrossRef
  146. Mariamo A, Temcheff CE, Léger P, Senecal S, Lau MA. Emotional Reactions and Likelihood of Response to Questions Designed for a Mental Health Chatbot Among Adolescents: Experimental Study. JMIR Human Factors 2021;8(1):e24343
    CrossRef
  147. Laacke S, Mueller R, Schomerus G, Salloch S. Artificial Intelligence, Social Media and Depression. A New Concept of Health-Related Digital Autonomy. The American Journal of Bioethics 2021;21(7):4
    CrossRef
  148. Vaidyam AN, Linggonegoro D, Torous J. Changes to the Psychiatric Chatbot Landscape: A Systematic Review of Conversational Agents in Serious Mental Illness: Changements du paysage psychiatrique des chatbots: une revue systématique des agents conversationnels dans la maladie mentale sérieuse. The Canadian Journal of Psychiatry 2021;66(4):339
    CrossRef
  149. McGreevey JD, Hanson CW, Koppel R. Conversational Agents in Health Care—Reply. JAMA 2020;324(23):2444
    CrossRef
  150. Lee HS, Kim YR, Shin EJ, Jang HW, Jo YH, Cho YS, Kim JH, Lee J. Development of Warfarin Talk: A Messenger Chatbot for Patients Taking Warfarin. Korean Journal of Clinical Pharmacy 2020;30(4):243
    CrossRef
  151. Psihogios AM, Stiles-Shields C, Neary M. The Needle in the Haystack: Identifying Credible Mobile Health Apps for Pediatric Populations during a Pandemic and beyond. Journal of Pediatric Psychology 2020;45(10):1106
    CrossRef
  152. Hunt X, Tomlinson M, Sikander S, Skeen S, Marlow M, du Toit S, Eisner M. Artificial Intelligence, Big Data, and mHealth: The Frontiers of the Prevention of Violence Against Children. Frontiers in Artificial Intelligence 2020;3
    CrossRef
  153. Graßmann C, Schermuly CC. Coaching With Artificial Intelligence: Concepts and Capabilities. Human Resource Development Review 2021;20(1):106
    CrossRef
  154. Berger T, Bur O, Krieger T. Internet-Interventionen in der Psychotherapie. Fortschritte der Neurologie · Psychiatrie 2020;88(10):677
    CrossRef
  155. Herrmann-Werner A, Loda T, Junne F, Zipfel S, Madany Mamlouk A. “Hello, My Name Is Melinda” – Students' Views on a Digital Assistant for Navigation in Digital Learning Environments; A Qualitative Interview Study. Frontiers in Education 2021;5
    CrossRef
  156. Davis CR, Murphy KJ, Curtis RG, Maher CA. A Process Evaluation Examining the Performance, Adherence, and Acceptability of a Physical Activity and Diet Artificial Intelligence Virtual Health Assistant. International Journal of Environmental Research and Public Health 2020;17(23):9137
    CrossRef
  157. Mukhiya SK, Wake JD, Inal Y, Pun KI, Lamo Y. Adaptive Elements in Internet-Delivered Psychological Treatment Systems: Systematic Review. Journal of Medical Internet Research 2020;22(11):e21066
    CrossRef
  158. Mehdi M, Dode A, Pryss R, Schlee W, Reichert M, Hauck FJ. Contemporary Review of Smartphone Apps for Tinnitus Management and Treatment. Brain Sciences 2020;10(11):867
    CrossRef
  159. Hadler NL, Bu P, Winkler A, Alexander AW. College Student Perspectives of Telemental Health: a Review of the Recent Literature. Current Psychiatry Reports 2021;23(2)
    CrossRef
  160. Howick J, Morley J, Floridi L. An Empathy Imitation Game: Empathy Turing Test for Care- and Chat-bots. Minds and Machines 2021;31(3):457
    CrossRef
  161. Green EP, Lai Y, Pearson N, Rajasekharan S, Rauws M, Joerin A, Kwobah E, Musyimi C, Jones RM, Bhat C, Mulinge A, Puffer ES. Expanding Access to Perinatal Depression Treatment in Kenya Through Automated Psychological Support: Development and Usability Study. JMIR Formative Research 2020;4(10):e17895
    CrossRef
  162. Reger GM, Norr AM, Rizzo A, Sylvers P, Peltan J, Fischer D, Trimmer M, Porter S, Gant P, Baer JS. Virtual Standardized Patients vs Academic Training for Learning Motivational Interviewing Skills in the US Department of Veterans Affairs and the US Military. JAMA Network Open 2020;3(10):e2017348
    CrossRef
  163. Skjuve M, Følstad A, Fostervold KI, Brandtzaeg PB. My Chatbot Companion - a Study of Human-Chatbot Relationships. International Journal of Human-Computer Studies 2021;149:102601
    CrossRef
  164. Morgenstern JD, Rosella LC, Daley MJ, Goel V, Schünemann HJ, Piggott T. “AI’s gonna have an impact on everything in society, so it has to have an impact on public health”: a fundamental qualitative descriptive study of the implications of artificial intelligence for public health. BMC Public Health 2021;21(1)
    CrossRef
  165. Campbell-Salome G, Jones LK, Masnick MF, Walton NA, Ahmed CD, Buchanan AH, Brangan A, Esplin ED, Kann DG, Ladd IG, Kelly MA, Kindt I, Kirchner HL, McGowan MP, McMinn MN, Morales A, Myers KD, Oetjens MT, Rahm AK, Schmidlen TJ, Sheldon A, Simmons E, Snir M, Strande NT, Walters NL, Wilemon K, Williams MS, Gidding SS, Sturm AC. Developing and Optimizing Innovative Tools to Address Familial Hypercholesterolemia Underdiagnosis. Circulation: Genomic and Precision Medicine 2021;14(1)
    CrossRef
  166. Chaves AP, Gerosa MA. How Should My Chatbot Interact? A Survey on Social Characteristics in Human–Chatbot Interaction Design. International Journal of Human–Computer Interaction 2021;37(8):729
    CrossRef
  167. Provoost S, Kleiboer A, Ornelas J, Bosse T, Ruwaard J, Rocha A, Cuijpers P, Riper H. Improving adherence to an online intervention for low mood with a virtual coach: study protocol of a pilot randomized controlled trial. Trials 2020;21(1)
    CrossRef
  168. Xu B, Zhuang Z. Survey on psychotherapy chatbots. Concurrency and Computation: Practice and Experience 2022;34(7)
    CrossRef
  169. Prochaska JJ, Vogel EA, Chieng A, Kendra M, Baiocchi M, Pajarito S, Robinson A. A Therapeutic Relational Agent for Reducing Problematic Substance Use (Woebot): Development and Usability Study. Journal of Medical Internet Research 2021;23(3):e24850
    CrossRef
  170. Martiniello N, Asuncion J, Fichten C, Jorgensen M, Havel A, Harvison M, Legault A, Lussier A, Vo C. Artificial intelligence for students in postsecondary education. AI Matters 2020;6(3):17
    CrossRef
  171. Kowatsch T, Lohse K, Erb V, Schittenhelm L, Galliker H, Lehner R, Huang EM. Hybrid Ubiquitous Coaching With a Novel Combination of Mobile and Holographic Conversational Agents Targeting Adherence to Home Exercises: Four Design and Evaluation Studies. Journal of Medical Internet Research 2021;23(2):e23612
    CrossRef
  172. Lima MR, Wairagkar M, Natarajan N, Vaitheswaran S, Vaidyanathan R. Robotic Telemedicine for Mental Health: A Multimodal Approach to Improve Human-Robot Engagement. Frontiers in Robotics and AI 2021;8
    CrossRef
  173. Söderström A, Shatte A, Fuller-Tyszkiewicz M. Can intelligent agents improve data quality in online questiosnnaires? A pilot study. Behavior Research Methods 2021;53(5):2238
    CrossRef
  174. Rapp A, Curti L, Boldi A. The human side of human-chatbot interaction: A systematic literature review of ten years of research on text-based chatbots. International Journal of Human-Computer Studies 2021;151:102630
    CrossRef
  175. Groot OQ, Ogink PT, Oosterhoff JH, Beam AL. Natural language processing and its role in spine surgery: A narrative review of potentials and challenges. Seminars in Spine Surgery 2021;33(2):100877
    CrossRef
  176. Iftikhar A, Bond RR, McGilligan V, Leslie SJ, Rjoob K, Knoery C, Quigg C, Campbell R, Boyd K, McShane A, Peace A. Comparing Single-Page, Multipage, and Conversational Digital Forms in Health Care: Usability Study. JMIR Human Factors 2021;8(2):e25787
    CrossRef
  177. Venning A, Herd MC, Oswald TK, Razmi S, Glover F, Hawke T, Quartermain V, Redpath P. Exploring the acceptability of a digital mental health platform incorporating a virtual coach: The good, the bad, and the opportunities. Health Informatics Journal 2021;27(1):146045822199487
    CrossRef
  178. Kolenik T, Gams M. Persuasive Technology for Mental Health: One Step Closer to (Mental Health Care) Equality?. IEEE Technology and Society Magazine 2021;40(1):80
    CrossRef
  179. Jang S, Kim J, Kim S, Hong J, Kim S, Kim E. Mobile app-based chatbot to deliver cognitive behavioral therapy and psychoeducation for adults with attention deficit: A development and feasibility/usability study. International Journal of Medical Informatics 2021;150:104440
    CrossRef
  180. Schnell K, Stein M. Diagnostik und Therapie rund um die Uhr? Künstliche Intelligenz als Herausforderung und Chance für Psychiatrie und Psychotherapie. Psychiatrische Praxis 2021;48(S 01):S5
    CrossRef
  181. Geirhos A, Lunkenheimer F, Holl RW, Minden K, Schmitt A, Temming S, Baumeister H, Domhardt M. Involving patients' perspective in the development of an internet- and mobile-based CBT intervention for adolescents with chronic medical conditions: Findings from a qualitative study. Internet Interventions 2021;24:100383
    CrossRef
  182. Kuhn E, Fiske A, Henningsen P, Buyx A. Psychotherapie mit einer autonomen Künstlichen Intelligenz – Ethische Chancen und Herausforderungen 1. Psychiatrische Praxis 2021;48(S 01):S26
    CrossRef
  183. Griffin AC, Xing Z, Mikles SP, Bailey S, Khairat S, Arguello J, Wang Y, Chung AE. Information needs and perceptions of chatbots for hypertension medication self-management: a mixed methods study. JAMIA Open 2021;4(2)
    CrossRef
  184. Mitchell EG, Maimone R, Cassells A, Tobin JN, Davidson P, Smaldone AM, Mamykina L. Automated vs. Human Health Coaching. Proceedings of the ACM on Human-Computer Interaction 2021;5(CSCW1):1
    CrossRef
  185. Lee Y, Yamashita N, Huang Y. Exploring the Effects of Incorporating Human Experts to Deliver Journaling Guidance through a Chatbot. Proceedings of the ACM on Human-Computer Interaction 2021;5(CSCW1):1
    CrossRef
  186. Wang L, Wang D, Tian F, Peng Z, Fan X, Zhang Z, Yu M, Ma X, Wang H. CASS. Proceedings of the ACM on Human-Computer Interaction 2021;5(CSCW1):1
    CrossRef
  187. Martinengo L, Stona A, Griva K, Dazzan P, Pariante CM, von Wangenheim F, Car J. Self-guided Cognitive Behavioral Therapy Apps for Depression: Systematic Assessment of Features, Functionality, and Congruence With Evidence. Journal of Medical Internet Research 2021;23(7):e27619
    CrossRef
  188. Roski J, Maier EJ, Vigilante K, Kane EA, Matheny ME. Enhancing trust in AI through industry self-governance. Journal of the American Medical Informatics Association 2021;28(7):1582
    CrossRef
  189. Dosovitsky G, Kim E, Bunge EL. Psychometric Properties of a Chatbot Version of the PHQ-9 With Adults and Older Adults. Frontiers in Digital Health 2021;3
    CrossRef
  190. van Doorn M, Nijhuis LA, Egeler MD, Daams JG, Popma A, van Amelsvoort T, McEnery C, Gleeson JF, Öry FG, Avis KA, Ruigt E, Jaspers MWM, Alvarez-Jimenez M, Nieman DH. Online Indicated Preventive Mental Health Interventions for Youth: A Scoping Review. Frontiers in Psychiatry 2021;12
    CrossRef
  191. Erel H, Trayman D, Levy C, Manor A, Mikulincer M, Zuckerman O. Enhancing Emotional Support: The Effect of a Robotic Object on Human–Human Support Quality. International Journal of Social Robotics 2022;14(1):257
    CrossRef
  192. Gabrielli S, Rizzi S, Bassi G, Carbone S, Maimone R, Marchesoni M, Forti S. Engagement and Effectiveness of a Healthy-Coping Intervention via Chatbot for University Students During the COVID-19 Pandemic: Mixed Methods Proof-of-Concept Study. JMIR mHealth and uHealth 2021;9(5):e27965
    CrossRef
  193. Darcy A, Daniels J, Salinger D, Wicks P, Robinson A. Evidence of Human-Level Bonds Established With a Digital Conversational Agent: Cross-sectional, Retrospective Observational Study. JMIR Formative Research 2021;5(5):e27868
    CrossRef
  194. Romero RA, Young SD. Public perceptions and implementation considerations on the use of artificial intelligence in health. Journal of Evaluation in Clinical Practice 2022;28(1):75
    CrossRef
  195. Delanerolle G, Yang X, Shetty S, Raymont V, Shetty A, Phiri P, Hapangama DK, Tempest N, Majumder K, Shi JQ. Artificial intelligence: A rapid case for advancement in the personalization of Gynaecology/Obstetric and Mental Health care. Women's Health 2021;17:174550652110181
    CrossRef
  196. Boggiss AL, Consedine NS, Schache KR, Wallace‐Boyd K, Cao N, Hofman PL, Serlachius AS. Exploring the views of adolescents with type 1 diabetes on digital mental health interventions: What functionality and content do they want?. Diabetic Medicine 2021;38(11)
    CrossRef
  197. Filatova-Safronova M, Kuramshina D, Kankhva V. Autotraining using sustainable digital technologies: myth or reality. E3S Web of Conferences 2021;258:07039
    CrossRef
  198. Kolenik T, Gams M. Intelligent Cognitive Assistants for Attitude and Behavior Change Support in Mental Health: State-of-the-Art Technical Review. Electronics 2021;10(11):1250
    CrossRef
  199. . An Empathy Imitation Game: Empathy Turing Test for Care‑ and Chat‑bots. SSRN Electronic Journal 2021;
    CrossRef
  200. Kaphingst KA, Kohlmann W, Chambers RL, Goodman MS, Bradshaw R, Chan PA, Chavez-Yenter D, Colonna SV, Espinel WF, Everett JN, Gammon A, Goldberg ER, Gonzalez J, Hagerty KJ, Hess R, Kehoe K, Kessler C, Kimball KE, Loomis S, Martinez TR, Monahan R, Schiffman JD, Temares D, Tobik K, Wetter DW, Mann DM, Kawamoto K, Del Fiol G, Buys SS, Ginsburg O. Comparing models of delivery for cancer genetics services among patients receiving primary care who meet criteria for genetic evaluation in two healthcare systems: BRIDGE randomized controlled trial. BMC Health Services Research 2021;21(1)
    CrossRef
  201. . Les communs numériques du soin : l’intelligence artificielle comme vecteur d’inclusion. Soins 2021;66(855):60
    CrossRef
  202. Klos MC, Escoredo M, Joerin A, Lemos VN, Rauws M, Bunge EL. Artificial Intelligence–Based Chatbot for Anxiety and Depression in University Students: Pilot Randomized Controlled Trial. JMIR Formative Research 2021;5(8):e20678
    CrossRef
  203. . Chatbot del proceso de aprendizaje universitario: Una revisión sistemática. Alpha Centauri 2021;2(2):29
    CrossRef
  204. Martinengo L, Lo NYW, Goh WIWT, Tudor Car L. Choice of Behavioral Change Techniques in Health Care Conversational Agents: Protocol for a Scoping Review. JMIR Research Protocols 2021;10(7):e30166
    CrossRef
  205. Beilharz F, Sukunesan S, Rossell SL, Kulkarni J, Sharp G. Development of a Positive Body Image Chatbot (KIT) With Young People and Parents/Carers: Qualitative Focus Group Study. Journal of Medical Internet Research 2021;23(6):e27807
    CrossRef
  206. Mehta A, Niles AN, Vargas JH, Marafon T, Couto DD, Gross JJ. Acceptability and Effectiveness of Artificial Intelligence Therapy for Anxiety and Depression (Youper): Longitudinal Observational Study. Journal of Medical Internet Research 2021;23(6):e26771
    CrossRef
  207. Morris ME, Kuehn KS, Brown J, Nurius PS, Zhang H, Sefidgar YS, Xu X, Riskin EA, Dey AK, Consolvo S, Mankoff JC, Webster AA. College from home during COVID-19: A mixed-methods study of heterogeneous experiences. PLOS ONE 2021;16(6):e0251580
    CrossRef
  208. Mlakar I, Šafran V, Hari D, Rojc M, Alankuş G, Pérez Luna R, Ariöz U. Multilingual Conversational Systems to Drive the Collection of Patient-Reported Outcomes and Integration into Clinical Workflows. Symmetry 2021;13(7):1187
    CrossRef
  209. Bhat AS, Boersma C, Meijer MJ, Dokter M, Bohlmeijer E, Li J. Plant Robot for At-Home Behavioral Activation Therapy Reminders to Young Adults with Depression. ACM Transactions on Human-Robot Interaction 2021;10(3):1
    CrossRef
  210. Bhattacharya A, Nagar R, Jenness J, Munson SA, Kientz JA. Designing Asynchronous Remote Support for Behavioral Activation in Teenagers With Depression: Formative Study. JMIR Formative Research 2021;5(7):e20969
    CrossRef
  211. Kocur M, Dechant M, Wolff C, Nothdurfter C, Wetter TC, Rupprecht R, Shiban Y. Computer-Assisted Avatar-Based Treatment for Dysfunctional Beliefs in Depressive Inpatients: A Pilot Study. Frontiers in Psychiatry 2021;12
    CrossRef
  212. Villatoro-Tello E, Parida S, Kumar S, Motlicek P. Applying Attention-Based Models for Detecting Cognitive Processes and Mental Health Conditions. Cognitive Computation 2021;13(5):1154
    CrossRef
  213. Sweeney C, Potts C, Ennis E, Bond R, Mulvenna MD, O’neill S, Malcolm M, Kuosmanen L, Kostenius C, Vakaloudis A, Mcconvey G, Turkington R, Hanna D, Nieminen H, Vartiainen A, Robertson A, Mctear MF. Can Chatbots Help Support a Person’s Mental Health? Perceptions and Views from Mental Healthcare Professionals and Experts. ACM Transactions on Computing for Healthcare 2021;2(3):1
    CrossRef
  214. Su Z, Schneider JA, Young SD. The Role of Conversational Agents for Substance Use Disorder in Social Distancing Contexts. Substance Use & Misuse 2021;56(11):1732
    CrossRef
  215. Borsci S, Malizia A, Schmettow M, van der Velde F, Tariverdiyeva G, Balaji D, Chamberlain A. The Chatbot Usability Scale: the Design and Pilot of a Usability Scale for Interaction with AI-Based Conversational Agents. Personal and Ubiquitous Computing 2022;26(1):95
    CrossRef
  216. Jovanovic M, Baez M, Casati F. Chatbots as Conversational Healthcare Services. IEEE Internet Computing 2021;25(3):44
    CrossRef
  217. Pardo-Cebrian R, Virues-Ortega J, Calero-Elvira A, Guerrero-Escagedo MC. Toward an experimental analysis of verbal shaping in psychotherapy. Psychotherapy Research 2022;32(4):497
    CrossRef
  218. Robinson NL, Kavanagh DJ. A social robot to deliver a psychotherapeutic treatment: Qualitative responses by participants in a randomized controlled trial and future design recommendations. International Journal of Human-Computer Studies 2021;155:102700
    CrossRef
  219. Roth CB, Papassotiropoulos A, Brühl AB, Lang UE, Huber CG. Psychiatry in the Digital Age: A Blessing or a Curse?. International Journal of Environmental Research and Public Health 2021;18(16):8302
    CrossRef
  220. Mauriello ML, Tantivasadakarn N, Mora-Mendoza MA, Lincoln ET, Hon G, Nowruzi P, Simon D, Hansen L, Goenawan NH, Kim J, Gowda N, Jurafsky D, Paredes PE. A Suite of Mobile Conversational Agents for Daily Stress Management (Popbots): Mixed Methods Exploratory Study. JMIR Formative Research 2021;5(9):e25294
    CrossRef
  221. Vilaza GN, McCashin D. Is the Automation of Digital Mental Health Ethical? Applying an Ethical Framework to Chatbots for Cognitive Behaviour Therapy. Frontiers in Digital Health 2021;3
    CrossRef
  222. Lin A, Espay AJ. Remote delivery of cognitive behavioral therapy to patients with functional neurological disorders: Promise and challenges. Epilepsy & Behavior Reports 2021;16:100469
    CrossRef
  223. Engdahl P, Svedberg P, Bejerholm U. Acceptability of a digital return-to-work intervention for common mental disorders: a qualitative study on service user perspectives. BMC Psychiatry 2021;21(1)
    CrossRef
  224. Beames JR, Kikas K, Werner-Seidler A. Prevention and early intervention of depression in young people: an integrated narrative review of affective awareness and Ecological Momentary Assessment. BMC Psychology 2021;9(1)
    CrossRef
  225. van Lotringen C, Lusi B, Westerhof GJ, Ludden GDS, Kip H, Kelders SM, Noordzij ML. The Role of Compassionate Technology in Blended and Digital Mental Health Interventions: Systematic Scoping Review. JMIR Mental Health 2023;10:e42403
    CrossRef
  226. Markowitz JC, Milrod BL. Postpandemic Psychotherapy: Still Under Siege. Psychiatric Services 2022;73(6):690
    CrossRef
  227. Mak WWS, Ng SM, Leung FHT. A Web-Based Stratified Stepped Care Platform for Mental Well-being (TourHeart+): User-Centered Research and Design. JMIR Formative Research 2023;7:e38504
    CrossRef
  228. Motger Q, Franch X, Marco J. Software-Based Dialogue Systems: Survey, Taxonomy, and Challenges. ACM Computing Surveys 2023;55(5):1
    CrossRef
  229. Potts C, Lindström F, Bond R, Mulvenna M, Booth F, Ennis E, Parding K, Kostenius C, Broderick T, Boyd K, Vartiainen A, Nieminen H, Burns C, Bickerdike A, Kuosmanen L, Dhanapala I, Vakaloudis A, Cahill B, MacInnes M, Malcolm M, O'Neill S. A Multilingual Digital Mental Health and Well-Being Chatbot (ChatPal): Pre-Post Multicenter Intervention Study. Journal of Medical Internet Research 2023;25:e43051
    CrossRef
  230. Vaishnav R, Vijay U, Singh R. A COMPARATIVE ANALYSIS OF DEPRESSIVE DISORDERS IN CHILDREN AND ADULTS: META-ANALYSIS OF ETIOLOGY, ASSESSMENT TOOLS AND INTERVENTIONS. INTERNATIONAL JOURNAL OF SCIENTIFIC RESEARCH 2022;:17
    CrossRef
  231. Jiang C, Zhang C, Ji Y, Hu Z, Zhan Z, Yang G. An affective chatbot with controlled specific emotion expression. Science China Information Sciences 2022;65(10)
    CrossRef
  232. Laestadius L, Bishop A, Gonzalez M, Illenčík D, Campos-Castillo C. Too human and not human enough: A grounded theory analysis of mental health harms from emotional dependence on the social chatbot Replika. New Media & Society 2022;:146144482211420
    CrossRef
  233. Kister K, Laskowski J, Makarewicz A, Tarkowski J. Application of artificial intelligence tools in diagnosis and treatmentof mental disorders. Current Problems of Psychiatry 2023;24:1
    CrossRef
  234. Entenberg GA, Areas M, Roussos AJ, Maglio AL, Thrall J, Escoredo M, Bunge EL. Using an Artificial Intelligence Based Chatbot to Provide Parent Training: Results from a Feasibility Study. Social Sciences 2021;10(11):426
    CrossRef
  235. Rahsepar Meadi M, Batelaan N, van Balkom AJLM, Metselaar S. Giving Digital Mental Health Technologies the Benefit of the Doubt, Rather than Doubting the Benefits. AJOB Neuroscience 2022;13(3):206
    CrossRef
  236. Mai V, Neef C, Richert A. “Clicking vs. Writing”—The Impact of a Chatbot’s Interaction Method on the Working Alliance in AI-based Coaching. Coaching | Theorie & Praxis 2022;8(1):15
    CrossRef
  237. Mathur V, Lustig C, Kaziunas E. Disordering Datasets. Proceedings of the ACM on Human-Computer Interaction 2022;6(CSCW2):1
    CrossRef
  238. Huq SM, Maskeliūnas R, Damaševičius R. Dialogue agents for artificial intelligence-based conversational systems for cognitively disabled: a systematic review. Disability and Rehabilitation: Assistive Technology 2024;19(3):1059
    CrossRef
  239. Chen Y, Jensen S, Albert LJ, Gupta S, Lee T. Artificial Intelligence (AI) Student Assistants in the Classroom: Designing Chatbots to Support Student Success. Information Systems Frontiers 2023;25(1):161
    CrossRef
  240. Brandl L, Cabrita M, Brodbeck J, Heylen D, van Velsen L. Consulting the Oracle: A Delphi study for determining parameters for a mental health user profile and personalization strategy for an online service to aid grieving older adults. Internet Interventions 2022;28:100534
    CrossRef
  241. Kellogg KC, Sadeh-Sharvit S. Pragmatic AI-augmentation in mental healthcare: Key technologies, potential benefits, and real-world challenges and solutions for frontline clinicians. Frontiers in Psychiatry 2022;13
    CrossRef
  242. Ogawa S, Hayashida M, Tayama J, Saigo T, Nakaya N, Sone T, Kobayashi M, Bernick P, Takeoka A, Shirabe S. Preventive Effects of Group Cognitive Behavioral Therapy in First-Year University Students at Risk for Depression: A Non-Randomized Controlled Trial. Perceptual and Motor Skills 2023;130(2):790
    CrossRef
  243. Rojewska K, Maćkowska S, Maćkowski M, Różańska A, Barańska K, Dzieciątko M, Spinczyk D. Natural Language Processing and Machine Learning Supporting the Work of a Psychologist and Its Evaluation on the Example of Support for Psychological Diagnosis of Anorexia. Applied Sciences 2022;12(9):4702
    CrossRef
  244. Chavez-Yenter D, Kimball KE, Kohlmann W, Lorenz Chambers R, Bradshaw RL, Espinel WF, Flynn M, Gammon A, Goldberg E, Hagerty KJ, Hess R, Kessler C, Monahan R, Temares D, Tobik K, Mann DM, Kawamoto K, Del Fiol G, Buys SS, Ginsburg O, Kaphingst KA. Patient Interactions With an Automated Conversational Agent Delivering Pretest Genetics Education: Descriptive Study. Journal of Medical Internet Research 2021;23(11):e29447
    CrossRef
  245. Kannampallil T, Ronneberg CR, Wittels NE, Kumar V, Lv N, Smyth JM, Gerber BS, Kringle EA, Johnson JA, Yu P, Steinman LE, Ajilore OA, Ma J. Design and Formative Evaluation of a Virtual Voice-Based Coach for Problem-solving Treatment: Observational Study. JMIR Formative Research 2022;6(8):e38092
    CrossRef
  246. Lee J, Lee D, Lee J. Influence of Rapport and Social Presence with an AI Psychotherapy Chatbot on Users’ Self-Disclosure. International Journal of Human–Computer Interaction 2024;40(7):1620
    CrossRef
  247. Ollier J, Nißen M, von Wangenheim F. The Terms of “You(s)”: How the Term of Address Used by Conversational Agents Influences User Evaluations in French and German Linguaculture. Frontiers in Public Health 2022;9
    CrossRef
  248. Biro J, Linder C, Neyens D. The Effects of a Health Care Chatbot’s Complexity and Persona on User Trust, Perceived Usability, and Effectiveness: Mixed Methods Study. JMIR Human Factors 2023;10:e41017
    CrossRef
  249. Balcombe L, De Leo D. Human-Computer Interaction in Digital Mental Health. Informatics 2022;9(1):14
    CrossRef
  250. Rose-Davis B, Van Woensel W, Raza Abidi S, Stringer E, Sibte Raza Abidi S. Semantic knowledge modeling and evaluation of argument Theory to develop dialogue based patient education systems for chronic disease Self-Management. International Journal of Medical Informatics 2022;160:104693
    CrossRef
  251. Koivunen S, Ala-Luopa S, Olsson T, Haapakorpi A. The March of Chatbots into Recruitment: Recruiters’ Experiences, Expectations, and Design Opportunities. Computer Supported Cooperative Work (CSCW) 2022;31(3):487
    CrossRef
  252. HANABUSA R, ARAKI K. Trouble Sentence and Emotional Sentence Extraction System for Problem Recognition in Psychotherapy Dialogue. Journal of Japan Society for Fuzzy Theory and Intelligent Informatics 2021;33(4):860
    CrossRef
  253. Goonesekera Y, Donkin L. A Cognitive Behavioral Therapy Chatbot (Otis) for Health Anxiety Management: Mixed Methods Pilot Study. JMIR Formative Research 2022;6(10):e37877
    CrossRef
  254. Pauw LS, Sauter DA, van Kleef GA, Lucas GM, Gratch J, Fischer AH. The avatar will see you now: Support from a virtual human provides socio-emotional benefits. Computers in Human Behavior 2022;136:107368
    CrossRef
  255. Tsoi EWS, Mak WWS, Ho CYY, Yeung GTY. A Web-Based Stratified Stepped Care Mental Health Platform (TourHeart): Semistructured Interviews With Stakeholders. JMIR Human Factors 2022;9(2):e35057
    CrossRef
  256. Zhu Y, Janssen M, Wang R, Liu Y. It Is Me, Chatbot: Working to Address the COVID-19 Outbreak-Related Mental Health Issues in China. User Experience, Satisfaction, and Influencing Factors. International Journal of Human–Computer Interaction 2022;38(12):1182
    CrossRef
  257. Beatty C, Malik T, Meheli S, Sinha C. Evaluating the Therapeutic Alliance With a Free-Text CBT Conversational Agent (Wysa): A Mixed-Methods Study. Frontiers in Digital Health 2022;4
    CrossRef
  258. Butt MS, Tariq U, Iahtisham‐Ul‐Haq , Naz A, Rizwan M. Neuroprotective effects of oleuropein: Recent developments and contemporary research. Journal of Food Biochemistry 2021;45(12)
    CrossRef
  259. Bear HA, Ayala Nunes L, DeJesus J, Liverpool S, Moltrecht B, Neelakantan L, Harriss E, Watkins E, Fazel M. Determination of Markers of Successful Implementation of Mental Health Apps for Young People: Systematic Review. Journal of Medical Internet Research 2022;24(11):e40347
    CrossRef
  260. Balaskas A, Schueller SM, Cox AL, Doherty G. Understanding users’ perspectives on mobile apps for anxiety management. Frontiers in Digital Health 2022;4
    CrossRef
  261. Campbell M, Jovanovic M. Conversational Artificial Intelligence: Changing Tomorrow’s Health Care Today. Computer 2021;54(8):89
    CrossRef
  262. To QG, Green C, Vandelanotte C. Feasibility, Usability, and Effectiveness of a Machine Learning–Based Physical Activity Chatbot: Quasi-Experimental Study. JMIR mHealth and uHealth 2021;9(11):e28577
    CrossRef
  263. Pithpornchaiyakul S, Naorungroj S, Pupong K, Hunsrisakhun J. Using a Chatbot as an Alternative Approach for In-Person Toothbrushing Training During the COVID-19 Pandemic: Comparative Study. Journal of Medical Internet Research 2022;24(10):e39218
    CrossRef
  264. Allouch M, Azaria A, Azoulay R. Conversational Agents: Goals, Technologies, Vision and Challenges. Sensors 2021;21(24):8448
    CrossRef
  265. Park N, Kim Y, Jang E, Lee J, Choi E. Effects of Social Competence on Social Use of AI Chatbots and Self-Disclosure : Mediation Effects of Loneliness and Perceived Humanlikeness of AI Chatbots. Korean Journal of Journalism & Communication Studies 2021;65(5):367
    CrossRef
  266. Nicol G, Wang R, Graham S, Dodd S, Garbutt J. Chatbot-Delivered Cognitive Behavioral Therapy in Adolescents With Depression and Anxiety During the COVID-19 Pandemic: Feasibility and Acceptability Study. JMIR Formative Research 2022;6(11):e40242
    CrossRef
  267. Williams R, Hopkins S, Frampton C, Holt-Quick C, Merry SN, Stasiak K. 21-Day Stress Detox: Open Trial of a Universal Well-Being Chatbot for Young Adults. Social Sciences 2021;10(11):416
    CrossRef
  268. Lopatovska I, Turpin O, Yoon JH, Brown D, Vroom L. Talk it Out: Teen Reactions to a Supportive Conversational Agent. Proceedings of the Association for Information Science and Technology 2022;59(1):179
    CrossRef
  269. Islam A, Chaudhry BM. A Relational Agent for the COVID-19 Patients: Design, Approach, and Implications (Preprint). JMIR Human Factors 2022;
    CrossRef
  270. Engdahl P, Svedberg P, Lexén A, Tjörnstrand C, Strid C, Bejerholm U. Co-design Process of a Digital Return-to-Work Solution for People With Common Mental Disorders: Stakeholder Perception Study. JMIR Formative Research 2023;7:e39422
    CrossRef
  271. Beattie A, High A. I Get by With a Little Help From My Bots: Implications of Machine Agents in the Context of Social Support. Human-Machine Communication 2022;4:151
    CrossRef
  272. MacNeill AL, MacNeill L, Doucet S, Luke A. Professional representation of conversational agents for health care: a scoping review protocol. JBI Evidence Synthesis 2022;20(2):666
    CrossRef
  273. Lavelle J, Dunne N, Mulcahy HE, McHugh L. Chatbot-Delivered Cognitive Defusion versus Cognitive Restructuring for Negative Self-Referential Thoughts: A Pilot Study. The Psychological Record 2022;72(2):247
    CrossRef
  274. Chiauzzi E, Robinson A, Martin K, Petersen C, Wells N, Williams A, Gleason MM. A Relational Agent Intervention for Adolescents Seeking Mental Health Treatment: Protocol for a Randomized Controlled Trial. JMIR Research Protocols 2023;12:e44940
    CrossRef
  275. Sujan MA, White S, Habli I, Reynolds N. Stakeholder perceptions of the safety and assurance of artificial intelligence in healthcare. Safety Science 2022;155:105870
    CrossRef
  276. Wilson L, Marasoiu M. The Development and Use of Chatbots in Public Health: Scoping Review. JMIR Human Factors 2022;9(4):e35882
    CrossRef
  277. Vázquez A, López Zorrilla A, Olaso JM, Torres MI. Dialogue Management and Language Generation for a Robust Conversational Virtual Coach: Validation and User Study. Sensors 2023;23(3):1423
    CrossRef
  278. Curtis RG, Bartel B, Ferguson T, Blake HT, Northcott C, Virgara R, Maher CA. Improving User Experience of Virtual Health Assistants: Scoping Review. Journal of Medical Internet Research 2021;23(12):e31737
    CrossRef
  279. Park G, Chung J, Lee S. Effect of AI chatbot emotional disclosure on user satisfaction and reuse intention for mental health counseling: a serial mediation model. Current Psychology 2023;42(32):28663
    CrossRef
  280. Su S, Wang Y, Jiang W, Zhao W, Gao R, Wu Y, Tao J, Su Y, Zhang J, Li K, Zhang Z, Zhao M, Wang Z, Luo Y, Huang X, Wang L, Wang X, Li Y, Jia Q, Wang L, Li H, Huang J, Qiu J, Xu Y. Efficacy of Artificial Intelligence-Assisted Psychotherapy in Patients With Anxiety Disorders: A Prospective, National Multicenter Randomized Controlled Trial Protocol. Frontiers in Psychiatry 2022;12
    CrossRef
  281. Oliveira C, Pacheco M, Borges J, Meira L, Santos A. Internet-delivered cognitive behavioral therapy for anxiety among university students: A systematic review and meta-analysis. Internet Interventions 2023;31:100609
    CrossRef
  282. Park I, Lee S, Lee D. Virtual Audience Providing AI-Generated Emotional Reactions to Enhance Self-Disclosure in Self-Introduction. International Journal of Human–Computer Interaction 2023;39(13):2702
    CrossRef
  283. Schick A, Feine J, Morana S, Maedche A, Reininghaus U. Validity of Chatbot Use for Mental Health Assessment: Experimental Study. JMIR mHealth and uHealth 2022;10(10):e28082
    CrossRef
  284. Loiselle M, Travis F. Improving physical and mental health of college students through Consciousness-Based Education. Journal of American College Health 2023;71(9):2673
    CrossRef
  285. Følstad A, Araujo T, Law EL, Brandtzaeg PB, Papadopoulos S, Reis L, Baez M, Laban G, McAllister P, Ischen C, Wald R, Catania F, Meyer von Wolff R, Hobert S, Luger E. Future directions for chatbot research: an interdisciplinary research agenda. Computing 2021;103(12):2915
    CrossRef
  286. Baker AL, Phillips EK, Ullman D, Keebler JR. Toward an Understanding of Trust Repair in Human-Robot Interaction. ACM Transactions on Interactive Intelligent Systems 2018;8(4):1
    CrossRef
  287. You JHS, Luk SWC, Chow DYW, Jiang X, Mak ADP, Mak WWS, Chen C. Cost-effectiveness of internet-supported cognitive behavioral therapy for university students with anxiety symptoms: A Markov-model analysis. PLOS ONE 2022;17(5):e0268061
    CrossRef
  288. Liu Y, Yan W, Hu B, Li Z, Lai YL. Effects of personalization and source expertise on users’ health beliefs and usage intention toward health chatbots: Evidence from an online experiment. DIGITAL HEALTH 2022;8:205520762211297
    CrossRef
  289. Prochaska JJ, Vogel EA, Chieng A, Baiocchi M, Pajarito S, Pirner M, Darcy A, Robinson A. A relational agent for treating substance use in adults: Protocol for a randomized controlled trial with a psychoeducational comparator. Contemporary Clinical Trials 2023;127:107125
    CrossRef
  290. . Die Arbeitsbeziehung im Coaching: Ein Forschungsüberblick und Handlungsempfehlungen für die Praxis. Organisationsberatung, Supervision, Coaching 2022;29(3):331
    CrossRef
  291. Ali F, Zhang Q, Tauni MZ, Shahzad K. Social Chatbot: My Friend in My Distress. International Journal of Human–Computer Interaction 2024;40(7):1702
    CrossRef
  292. Holohan M, Fiske A. “Like I’m Talking to a Real Person”: Exploring the Meaning of Transference for the Use and Design of AI-Based Applications in Psychotherapy. Frontiers in Psychology 2021;12
    CrossRef
  293. Perales-Puchalt J, Acosta-Rullán M, Ramírez-Mantilla M, Espinoza-Kissell P, Vidoni E, Niedens M, Ellerbeck E, Hinton L, Loera L, Ramírez AS, Lara E, Watts A, Williams K, Resendez J, Burns J. A Text Messaging Intervention to Support Latinx Family Caregivers of Individuals With Dementia (CuidaTEXT): Development and Usability Study. JMIR Aging 2022;5(2):e35625
    CrossRef
  294. Entenberg GA, Dosovitsky G, Aghakhani S, Mostovoy K, Carre N, Marshall Z, Benfica D, Mizrahi S, Testerman A, Rousseau A, Lin G, Bunge EL. User experience with a parenting chatbot micro intervention. Frontiers in Digital Health 2023;4
    CrossRef
  295. Neumayr C, Voderholzer U, Schlegl S. Psych-APP-Therapie: Smartphonebasierte Interventionen in der Psychotherapie – Eine systematische Übersichtsarbeit. Verhaltenstherapie 2021;31(3):182
    CrossRef
  296. Bombard Y, Ginsburg GS, Sturm AC, Zhou AY, Lemke AA. Digital health-enabled genomics: Opportunities and challenges. The American Journal of Human Genetics 2022;109(7):1190
    CrossRef
  297. Blair SA, Brockmann AN, Arroyo KM, Carpenter CA, Ross KM. Awareness, Acceptability, and Perceived Effectiveness of Text-Based Therapy Among Graduate Students: Cross-sectional Study. JMIR mHealth and uHealth 2022;10(7):e34102
    CrossRef
  298. Gericke F, Ebert DD, Breet E, Auerbach RP, Bantjes J. A qualitative study of university students' experience of Internet‐based CBT for depression. Counselling and Psychotherapy Research 2021;21(4):792
    CrossRef
  299. Kum J, Lee M. Can Gestural Filler Reduce User-Perceived Latency in Conversation with Digital Humans?. Applied Sciences 2022;12(21):10972
    CrossRef
  300. He Y, Yang L, Zhu X, Wu B, Zhang S, Qian C, Tian T. Mental Health Chatbot for Young Adults With Depressive Symptoms During the COVID-19 Pandemic: Single-Blind, Three-Arm Randomized Controlled Trial. Journal of Medical Internet Research 2022;24(11):e40719
    CrossRef
  301. Cao X, Liu X. Artificial intelligence-assisted psychosis risk screening in adolescents: Practices and challenges. World Journal of Psychiatry 2022;12(10):1287
    CrossRef
  302. Mezzi R, Yahyaoui A, Krir MW, Boulila W, Koubaa A. Mental Health Intent Recognition for Arabic-Speaking Patients Using the Mini International Neuropsychiatric Interview (MINI) and BERT Model. Sensors 2022;22(3):846
    CrossRef
  303. Andrić-Petrović S, Marić N. Improvement of the psychiatric care through outsourcing artificial intelligence technologies: Where are we now?. Medicinska istrazivanja 2022;55(2):19
    CrossRef
  304. Maenhout L, Peuters C, Cardon G, Compernolle S, Crombez G, DeSmet A. Participatory Development and Pilot Testing of an Adolescent Health Promotion Chatbot. Frontiers in Public Health 2021;9
    CrossRef
  305. Ryu H, Kim S, Kim D, Han S, Lee K, Kang Y. Simple and Steady Interactions Win the Healthy Mentality. Proceedings of the ACM on Human-Computer Interaction 2020;4(CSCW2):1
    CrossRef
  306. Sagstad MH, Morken N, Lund A, Dingsør LJ, Nilsen ABV, Sorbye LM. Quantitative User Data From a Chatbot Developed for Women With Gestational Diabetes Mellitus: Observational Study. JMIR Formative Research 2022;6(4):e28091
    CrossRef
  307. . Replika in the Metaverse: the moral problem with empathy in ‘It from Bit’. AI and Ethics 2023;3(4):1433
    CrossRef
  308. Huyer S, Nuñez E. Breaking through the silicon wall: gendered opportunities and risks of new technologies. Gender, Technology and Development 2022;26(3):306
    CrossRef
  309. Darcy A, Beaudette A, Chiauzzi E, Daniels J, Goodwin K, Mariano TY, Wicks P, Robinson A. Anatomy of a Woebot® (WB001): agent guided CBT for women with postpartum depression. Expert Review of Medical Devices 2022;19(4):287
    CrossRef
  310. Burger F, Neerincx MA, Brinkman W. Using a conversational agent for thought recording as a cognitive therapy task: Feasibility, content, and feedback. Frontiers in Digital Health 2022;4
    CrossRef
  311. Tripathy S, Singh R, Ray M. Natural Language Processing for Covid-19 Consulting System. Procedia Computer Science 2023;218:1335
    CrossRef
  312. . Enhancing relationships through technology: directions in parenting, caregiving, romantic partnerships, and clinical practice. Dialogues in Clinical Neuroscience 2020;22(2):151
    CrossRef
  313. Li S, Achilles M, Spanos S, Habak S, Werner-Seidler A, O’Dea B. A cognitive behavioural therapy smartphone app for adolescent depression and anxiety: co-design of ClearlyMe. The Cognitive Behaviour Therapist 2022;15
    CrossRef
  314. Schmidlen T, Jones CL, Campbell‐Salome G, McCormick CZ, Vanenkevort E, Sturm AC. Use of a chatbot to increase uptake of cascade genetic testing. Journal of Genetic Counseling 2022;31(5):1219
    CrossRef
  315. Shan Y, Ji M, Xie W, Zhang X, Qian X, Li R, Hao T. Use of Health Care Chatbots Among Young People in China During the Omicron Wave of COVID-19: Evaluation of the User Experience of and Satisfaction With the Technology. JMIR Human Factors 2022;9(2):e36831
    CrossRef
  316. Bartlett LK, Pirrone A, Javed N, Gobet F. Computational Scientific Discovery in Psychology. Perspectives on Psychological Science 2023;18(1):178
    CrossRef
  317. Kruzan KP, Bazarova NN, Whitlock J. Investigating Self-injury Support Solicitations and Responses on a Mobile Peer Support Application. Proceedings of the ACM on Human-Computer Interaction 2021;5(CSCW2):1
    CrossRef
  318. Sipari D, Chaparro-Rico BDM, Cafolla D. SANE (Easy Gait Analysis System): Towards an AI-Assisted Automatic Gait-Analysis. International Journal of Environmental Research and Public Health 2022;19(16):10032
    CrossRef
  319. Moldt J, Festl-Wietek T, Mamlouk AM, Herrmann-Werner A. Assessing medical students’ perceived stress levels by comparing a chatbot-based approach to the Perceived Stress Questionnaire (PSQ20) in a mixed-methods study. DIGITAL HEALTH 2022;8:205520762211390
    CrossRef
  320. Berger T, Bur O, Krieger T. Internet-Interventionen in der Psychotherapie. PSYCH up2date 2019;13(05):435
    CrossRef
  321. Smith CE, Lane W, Miller Hillberg H, Kluver D, Terveen L, Yarosh S. Effective Strategies for Crowd-Powered Cognitive Reappraisal Systems: A Field Deployment of the Flip*Doubt Web Application for Mental Health. Proceedings of the ACM on Human-Computer Interaction 2021;5(CSCW2):1
    CrossRef
  322. Macpherson T, Churchland A, Sejnowski T, DiCarlo J, Kamitani Y, Takahashi H, Hikida T. Natural and Artificial Intelligence: A brief introduction to the interplay between AI and neuroscience research. Neural Networks 2021;144:603
    CrossRef
  323. Potts C, Ennis E, Bond RB, Mulvenna MD, McTear MF, Boyd K, Broderick T, Malcolm M, Kuosmanen L, Nieminen H, Vartiainen AK, Kostenius C, Cahill B, Vakaloudis A, McConvey G, O’Neill S. Chatbots to Support Mental Wellbeing of People Living in Rural Areas: Can User Groups Contribute to Co-design?. Journal of Technology in Behavioral Science 2021;6(4):652
    CrossRef
  324. . Motivations, freins et limites de la psychothérapie et de la cure analytique à distance : point de vue singulier sur une expérience de 12 mois de pratique clinique rurale lors de l’épidémie de Covid-19. Hegel 2021;N° 3(3):251
    CrossRef
  325. . Woebot : psychothérapie, suite et fin ?. Psychothérapies 2020;Vol. 40(2):71
    CrossRef
  326. Budler LC, Gosak L, Stiglic G. Review of artificial intelligence‐based question‐answering systems in healthcare. WIREs Data Mining and Knowledge Discovery 2023;13(2)
    CrossRef
  327. Schäfer F, Quinquis L, Klein M, Escutnaire J, Chavanel F, Chevallier H, Fagherazzi G. Attitudes and Expectations of Clinical Research Participants Toward Digital Health and Mobile Dietary Assessment Tools: Cross-Sectional Survey Study. Frontiers in Digital Health 2022;4
    CrossRef
  328. Sujan M, Pool R, Salmon P. Eight human factors and ergonomics principles for healthcare artificial intelligence. BMJ Health Care Inform 2022;29(1):e100516
    CrossRef
  329. Fulmer R, Davis T, Costello C, Joerin A. The Ethics of Psychological Artificial Intelligence: Clinical Considerations. Counseling and Values 2021;66(2):131
    CrossRef
  330. Lattie EG, Stiles-Shields C, Graham AK. An overview of and recommendations for more accessible digital mental health services. Nature Reviews Psychology 2022;1(2):87
    CrossRef
  331. Malamas N, Papangelou K, Symeonidis AL. Upon Improving the Performance of Localized Healthcare Virtual Assistants. Healthcare 2022;10(1):99
    CrossRef
  332. Boucher EM, Harake NR, Ward HE, Stoeckl SE, Vargas J, Minkel J, Parks AC, Zilca R. Artificially intelligent chatbots in digital mental health interventions: a review. Expert Review of Medical Devices 2021;18(sup1):37
    CrossRef
  333. Rathnayaka P, Mills N, Burnett D, De Silva D, Alahakoon D, Gray R. A Mental Health Chatbot with Cognitive Skills for Personalised Behavioural Activation and Remote Health Monitoring. Sensors 2022;22(10):3653
    CrossRef
  334. Følstad A, Taylor C. Investigating the user experience of customer service chatbot interaction: a framework for qualitative analysis of chatbot dialogues. Quality and User Experience 2021;6(1)
    CrossRef
  335. Burger F, Neerincx MA, Brinkman W, Mumtaz W. Natural language processing for cognitive therapy: Extracting schemas from thought records. PLOS ONE 2021;16(10):e0257832
    CrossRef
  336. Skjuve M, Følstad A, Fostervold KI, Brandtzaeg PB. A longitudinal study of human–chatbot relationships. International Journal of Human-Computer Studies 2022;168:102903
    CrossRef
  337. Lim JS, Hong M, Lam WS, Zhang Z, Teo ZL, Liu Y, Ng WY, Foo LL, Ting DS. Novel technical and privacy-preserving technology for artificial intelligence in ophthalmology. Current Opinion in Ophthalmology 2022;33(3):174
    CrossRef
  338. Shidara K, Tanaka H, Adachi H, Kanayama D, Sakagami Y, Kudo T, Nakamura S. Automatic Thoughts and Facial Expressions in Cognitive Restructuring With Virtual Agents. Frontiers in Computer Science 2022;4
    CrossRef
  339. Roca S, Lozano ML, García J, Alesanco . Validation of a Virtual Assistant for Improving Medication Adherence in Patients with Comorbid Type 2 Diabetes Mellitus and Depressive Disorder. International Journal of Environmental Research and Public Health 2021;18(22):12056
    CrossRef
  340. Schillings C, Meissner D, Erb B, Schultchen D, Bendig E, Pollatos O. A chatbot-based intervention with ELME to improve stress and health-related parameters in a stressed sample: Study protocol of a randomised controlled trial. Frontiers in Digital Health 2023;5
    CrossRef
  341. Pretorius C, McCashin D, Coyle D. Supporting personal preferences and different levels of need in online help-seeking: a comparative study of help-seeking technologies for mental health. Human–Computer Interaction 2022;:1
    CrossRef
  342. Barletta VS, Caivano D, Colizzi L, Dimauro G, Piattini M. Clinical-chatbot AHP evaluation based on “quality in use” of ISO/IEC 25010. International Journal of Medical Informatics 2023;170:104951
    CrossRef
  343. Weeks R, Cooper L, Sangha P, Sedoc J, White S, Toledo A, Gretz S, Lahav D, Martin N, Michel A, Lee JH, Slonim N, Bar-Zeev N. Chatbot-Delivered COVID-19 Vaccine Communication Message Preferences of Young Adults and Public Health Workers in Urban American Communities: Qualitative Study. Journal of Medical Internet Research 2022;24(7):e38418
    CrossRef
  344. Zygadło A, Kozłowski M, Janicki A. Text-Based Emotion Recognition in English and Polish for Therapeutic Chatbot. Applied Sciences 2021;11(21):10146
    CrossRef
  345. Gratz O, Vos D, Burke M, Soares N. Assessment of Agreement Between Human Ratings and Lexicon-Based Sentiment Ratings of Open-Ended Responses on a Behavioral Rating Scale. Assessment 2022;29(5):1075
    CrossRef
  346. Catuara-Solarz S, Skorulski B, Estella-Aguerri I, Avella-Garcia CB, Shepherd S, Stott E, Hemmings NR, Ruiz de Villa A, Schulze L, Dix S. The Efficacy of “Foundations,” a Digital Mental Health App to Improve Mental Well-being During COVID-19: Proof-of-Principle Randomized Controlled Trial. JMIR mHealth and uHealth 2022;10(7):e30976
    CrossRef
  347. Norman G, Wilson P, Dumville J, Bower P, Cullum N. Rapid evidence synthesis to enable innovation and adoption in health and social care. Systematic Reviews 2022;11(1)
    CrossRef
  348. Lee Y, Yamashita N, Huang Y. Designing a Chatbot as a Mediator for Promoting Deep Self-Disclosure to a Real Mental Health Professional. Proceedings of the ACM on Human-Computer Interaction 2020;4(CSCW1):1
    CrossRef
  349. Santa-Cruz J, Moran L, Tovar M, Peinado J, Cutipe Y, Ramos L, Astupillo A, Rosler M, Raviola G, Lecca L, Smith SL, Contreras C. Mobilizing digital technology to implement a population-based psychological support response during the COVID-19 pandemic in Lima, Peru. Global Mental Health 2022;9:355
    CrossRef
  350. Brůha P, Mouček R, Salamon J, Vacek V. Workflow for health-related and brain data lifecycle. Frontiers in Digital Health 2022;4
    CrossRef
  351. Rodriguez‐Arrastia M, Martinez‐Ortigosa A, Ruiz‐Gonzalez C, Ropero‐Padilla C, Roman P, Sanchez‐Labraca N. Experiences and perceptions of final‐year nursing students of using a chatbot in a simulated emergency situation: A qualitative study. Journal of Nursing Management 2022;30(8):3874
    CrossRef
  352. Seitz L, Bekmeier-Feuerhahn S, Gohil K. Can we trust a chatbot like a physician? A qualitative study on understanding the emergence of trust toward diagnostic chatbots. International Journal of Human-Computer Studies 2022;165:102848
    CrossRef
  353. Leong QY, Sridhar S, Blasiak A, Tadeo X, Yeo G, Remus A, Ho D. Characteristics of Mobile Health Platforms for Depression and Anxiety: Content Analysis Through a Systematic Review of the Literature and Systematic Search of Two App Stores. Journal of Medical Internet Research 2022;24(2):e27388
    CrossRef
  354. Shan Y, Ji M, Xie W, Qian X, Li R, Zhang X, Hao T. Language Use in Conversational Agent–Based Health Communication: Systematic Review. Journal of Medical Internet Research 2022;24(7):e37403
    CrossRef
  355. Lin APC, Trappey CV, Luan C, Trappey AJC, Tu KLK. A Test Platform for Managing School Stress Using a Virtual Reality Group Chatbot Counseling System. Applied Sciences 2021;11(19):9071
    CrossRef
  356. . Understanding Sophia? On human interaction with artificial agents. Phenomenology and the Cognitive Sciences 2024;23(1):21
    CrossRef
  357. Greywoode R, Szigethy E. Behavioral Digital Therapeutics in Gastrointestinal Conditions. Gastroenterology Clinics of North America 2022;51(4):741
    CrossRef
  358. Oti O, Pitt I. Online mental health interventions designed for students in higher education: A user-centered perspective. Internet Interventions 2021;26:100468
    CrossRef
  359. . The Making ofImago Hominis: Can We Produce Artificial Companions by Programming Sentience into Robots?. The New Bioethics 2022;28(2):168
    CrossRef
  360. Ta-Johnson VP, Boatfield C, Wang X, DeCero E, Krupica IC, Rasof SD, Motzer A, Pedryc WM. Assessing the Topics and Motivating Factors Behind Human-Social Chatbot Interactions: Thematic Analysis of User Experiences. JMIR Human Factors 2022;9(4):e38876
    CrossRef
  361. Bijkerk LE, Oenema A, Geschwind N, Spigt M. Measuring Engagement with Mental Health and Behavior Change Interventions: an Integrative Review of Methods and Instruments. International Journal of Behavioral Medicine 2023;30(2):155
    CrossRef
  362. Lee U, Jung G, Ma E, Kim JS, Kim H, Alikhanov J, Noh Y, Kim H. Toward Data-Driven Digital Therapeutics Analytics: Literature Review and Research Directions. IEEE/CAA Journal of Automatica Sinica 2023;10(1):42
    CrossRef
  363. Woodward K, Kanjo E, Brown DJ, McGinnity TM, Inkster B, Macintyre DJ, Tsanas A. Beyond Mobile Apps: A Survey of Technologies for Mental Well-Being. IEEE Transactions on Affective Computing 2022;13(3):1216
    CrossRef
  364. Zhao Y, Liu D, Wan C, Liu X, Qiu X, Nie J. Find Supports for the Post about Mental Issues: More Than Semantic Matching. ACM Transactions on Asian and Low-Resource Language Information Processing 2022;21(6):1
    CrossRef
  365. Akiyoshi T, Nakanishi J, Ishiguro H, Sumioka H, Shiomi M. A Robot That Encourages Self-Disclosure to Reduce Anger Mood. IEEE Robotics and Automation Letters 2021;6(4):7925
    CrossRef
  366. Solanki P, Grundy J, Hussain W. Operationalising ethics in artificial intelligence for healthcare: a framework for AI developers. AI and Ethics 2023;3(1):223
    CrossRef
  367. Prochaska JJ, Vogel EA, Chieng A, Baiocchi M, Maglalang DD, Pajarito S, Weingardt KR, Darcy A, Robinson A. A randomized controlled trial of a therapeutic relational agent for reducing substance misuse during the COVID-19 pandemic. Drug and Alcohol Dependence 2021;227:108986
    CrossRef
  368. Chen T, Chen L, Li S, Du J, Su H, Jiang H, Wu Q, Zhang L, Bao J, Zhao M. Virtual Digital Psychotherapist App–Based Treatment in Patients With Methamphetamine Use Disorder (Echo-APP): Single-Arm Pilot Feasibility and Efficacy Study. JMIR mHealth and uHealth 2023;11:e40373
    CrossRef
  369. Chaves AP, Egbert J, Hocking T, Doerry E, Gerosa MA. Chatbots Language Design: The Influence of Language Variation on User Experience with Tourist Assistant Chatbots. ACM Transactions on Computer-Human Interaction 2022;29(2):1
    CrossRef
  370. Staeck R, Drüge M, Albisser S, Watzke B. Acceptance of E-mental health interventions and its determinants among psychotherapists-in-training during the first phase of COVID-19. Internet Interventions 2022;29:100555
    CrossRef
  371. Chin H, Lima G, Shin M, Zhunis A, Cha C, Choi J, Cha M. User-Chatbot Conversations During the COVID-19 Pandemic: Study Based on Topic Modeling and Sentiment Analysis. Journal of Medical Internet Research 2023;25:e40922
    CrossRef
  372. Siemon D, Ahmad R, Harms H, de Vreede T. Requirements and Solution Approaches to Personality-Adaptive Conversational Agents in Mental Health Care. Sustainability 2022;14(7):3832
    CrossRef
  373. Turan N, Çetintaş . A Systematic Review of the Effectiveness, Content, and Usage Patterns of Mobile Mental Health Interventions on Smartphone Platforms for Anxiety Symptoms. Journal of Evidence-Based Psychotherapies 2021;21(2):61
    CrossRef
  374. Martinengo L, Lum E, Car J. Evaluation of chatbot-delivered interventions for self-management of depression: Content analysis. Journal of Affective Disorders 2022;319:598
    CrossRef
  375. Medeiros L, Bosse T, Gerritsen C. Can a Chatbot Comfort Humans? Studying the Impact of a Supportive Chatbot on Users’ Self-Perceived Stress. IEEE Transactions on Human-Machine Systems 2022;52(3):343
    CrossRef
  376. Dosovitsky G, Bunge EL. Bonding With Bot: User Feedback on a Chatbot for Social Isolation. Frontiers in Digital Health 2021;3
    CrossRef
  377. Maharjan R, Doherty K, Rohani DA, Bækgaard P, Bardram JE. Experiences of a Speech-enabled Conversational Agent for the Self-report of Well-being among People Living with Affective Disorders: An In-the-Wild Study. ACM Transactions on Interactive Intelligent Systems 2022;12(2):1
    CrossRef
  378. Conley CS, Raposa EB, Bartolotta K, Broner SE, Hareli M, Forbes N, Christensen KM, Assink M. The Impact of Mobile Technology-Delivered Interventions on Youth Well-being: Systematic Review and 3-Level Meta-analysis. JMIR Mental Health 2022;9(7):e34254
    CrossRef
  379. Khalili-Mahani N, Holowka E, Woods S, Khaled R, Roy M, Lashley M, Glatard T, Timm-Bottos J, Dahan A, Niesters M, Hovey RB, Simon B, Kirmayer LJ. Play the Pain: A Digital Strategy for Play-Oriented Research and Action. Frontiers in Psychiatry 2021;12
    CrossRef
  380. Ludin N, Holt-Quick C, Hopkins S, Stasiak K, Hetrick S, Warren J, Cargo T. A Chatbot to Support Young People During the COVID-19 Pandemic in New Zealand: Evaluation of the Real-World Rollout of an Open Trial. Journal of Medical Internet Research 2022;24(11):e38743
    CrossRef
  381. Krach SK, Corcoran S. Will Computers Replace School Psychologists? An Analysis of Tech-Based Tools for Assessment, Consultation, and Counseling. Contemporary School Psychology 2023;
    CrossRef
  382. Figueroa CA, Luo TC, Jacobo A, Munoz A, Manuel M, Chan D, Canny J, Aguilera A. Conversational Physical Activity Coaches for Spanish and English Speaking Women: A User Design Study. Frontiers in Digital Health 2021;3
    CrossRef
  383. Chen X, Luo Y. Digital Therapeutics in Migraine Management: A Novel Treatment Option in the COVID-19 Era. Journal of Pain Research 2023;Volume 16:111
    CrossRef
  384. Diano F, Sica LS, Ponticorvo M. A Systematic Review of Mobile Apps as an Adjunct to Psychological Interventions for Emotion Dysregulation. International Journal of Environmental Research and Public Health 2023;20(2):1431
    CrossRef
  385. Ollier J, Neff S, Dworschak C, Sejdiji A, Santhanam P, Keller R, Xiao G, Asisof A, Rüegger D, Bérubé C, Hilfiker Tomas L, Neff J, Yao J, Alattas A, Varela-Mato V, Pitkethly A, Vara MD, Herrero R, Baños RM, Parada C, Agatheswaran RS, Villalobos V, Keller OC, Chan WS, Mishra V, Jacobson N, Stanger C, He X, von Wyl V, Weidt S, Haug S, Schaub M, Kleim B, Barth J, Witt C, Scholz U, Fleisch E, Wangenheim FV, Car LT, Müller-Riemenschneider F, Hauser-Ulrich S, Asomoza AN, Salamanca-Sanabria A, Mair JL, Kowatsch T. Elena+ Care for COVID-19, a Pandemic Lifestyle Care Intervention: Intervention Design and Study Protocol. Frontiers in Public Health 2021;9
    CrossRef
  386. Wu X, Du J, Jiang H, Zhao M. Application of Digital Medicine in Addiction. Journal of Shanghai Jiaotong University (Science) 2022;27(2):144
    CrossRef
  387. van Bussel MJP, Odekerken–Schröder GJ, Ou C, Swart RR, Jacobs MJG. Analyzing the determinants to accept a virtual assistant and use cases among cancer patients: a mixed methods study. BMC Health Services Research 2022;22(1)
    CrossRef
  388. Ćosić K, Popović S, Šarlija M, Kesedžić I, Gambiraža M, Dropuljić B, Mijić I, Henigsberg N, Jovanovic T. AI-Based Prediction and Prevention of Psychological and Behavioral Changes in Ex-COVID-19 Patients. Frontiers in Psychology 2021;12
    CrossRef
  389. Paton LW, Tiffin PA. Technology Matters: Machine learning approaches to personalised child and adolescent mental health care. Child and Adolescent Mental Health 2022;27(3):307
    CrossRef
  390. Eagle T, Mehrotra A, Sharma A, Zuniga A, Whittaker S. "Money Doesn't Buy You Happiness": Negative Consequences of Using the Freemium Model for Mental Health Apps. Proceedings of the ACM on Human-Computer Interaction 2022;6(CSCW2):1
    CrossRef
  391. Lima MR, Wairagkar M, Gupta M, Rodriguez y Baena F, Barnaghi P, Sharp DJ, Vaidyanathan R. Conversational Affective Social Robots for Ageing and Dementia Support. IEEE Transactions on Cognitive and Developmental Systems 2022;14(4):1378
    CrossRef
  392. Parmar P, Ryu J, Pandya S, Sedoc J, Agarwal S. Health-focused conversational agents in person-centered care: a review of apps. npj Digital Medicine 2022;5(1)
    CrossRef
  393. Merkouris SS, Loram G, Abdelrazek M, Rodda SN, Ibrahim A, Bonti A, Dowling NA. Improving the user experience of a gambling support and education website using a chatbot. Universal Access in the Information Society 2024;23(1):213
    CrossRef
  394. Thieme A, Hanratty M, Lyons M, Palacios J, Marques RF, Morrison C, Doherty G. Designing Human-centered AI for Mental Health: Developing Clinically Relevant Applications for Online CBT Treatment. ACM Transactions on Computer-Human Interaction 2023;30(2):1
    CrossRef
  395. Xu L, Sanders L, Li K, Chow JCL. Chatbot for Health Care and Oncology Applications Using Artificial Intelligence and Machine Learning: Systematic Review. JMIR Cancer 2021;7(4):e27850
    CrossRef
  396. Lopatovska I, Turpin O, Yoon JH, Brown D, Vroom L, Nielsen C, Hayes K, Roslund K, Dickson M, Anger D. Measuring the Impact of Conversational Technology Interventions on Adolescent Wellbeing: Quantitative and Qualitative Approaches. Proceedings of the Association for Information Science and Technology 2022;59(1):192
    CrossRef
  397. Koulouri T, Macredie RD, Olakitan D. Chatbots to Support Young Adults’ Mental Health: An Exploratory Study of Acceptability. ACM Transactions on Interactive Intelligent Systems 2022;12(2):1
    CrossRef
  398. Eagle T, Blau C, Bales S, Desai N, Li V, Whittaker S. “I don’t know what you mean by `I am anxious'”: A New Method for Evaluating Conversational Agent Responses to Standardized Mental Health Inputs for Anxiety and Depression. ACM Transactions on Interactive Intelligent Systems 2022;12(2):1
    CrossRef
  399. Pacheco CR, Scheeringa MS. Clinical wisdom in the age of computer apps: a systematic review of four functions that may complement clinical treatment. The Cognitive Behaviour Therapist 2022;15
    CrossRef
  400. Pham M, Do HM, Su Z, Bishop A, Sheng W. Negative Emotion Management Using a Smart Shirt and a Robot Assistant. IEEE Robotics and Automation Letters 2021;6(2):4040
    CrossRef
  401. Lomis K, Jeffries P, Palatta A, Sage M, Sheikh J, Sheperis C, Whelan A. Artificial Intelligence for Health Professions Educators. NAM Perspectives 2021;
    CrossRef
  402. Lipschitz JM, Van Boxtel R, Torous J, Firth J, Lebovitz JG, Burdick KE, Hogan TP. Digital Mental Health Interventions for Depression: Scoping Review of User Engagement. Journal of Medical Internet Research 2022;24(10):e39204
    CrossRef
  403. . Could Robots Empatize? A Review on The Employment of Social Robots in Mental Healthcare. Türk Psikolojik Danışma ve Rehberlik Dergisi 2022;12(67)
    CrossRef
  404. Balaskas A, Schueller SM, Cox AL, Rashleigh C, Doherty G, Tizzoni M. Examining young adults daily perspectives on usage of anxiety apps: A user study. PLOS Digital Health 2023;2(1):e0000185
    CrossRef
  405. Hu J, Huang Y, Hu X, Xu Y. The Acoustically Emotion-Aware Conversational Agent With Speech Emotion Recognition and Empathetic Responses. IEEE Transactions on Affective Computing 2023;14(1):17
    CrossRef
  406. . Could Robots Empatize? A Review on The Employment of Social Robots in Mental Healthcare. Türk Psikolojik Danışma ve Rehberlik Dergisi 2022;12(67):593
    CrossRef
  407. Dhinagaran DA, Martinengo L, Ho MR, Joty S, Kowatsch T, Atun R, Tudor Car L. Designing, Developing, Evaluating, and Implementing a Smartphone-Delivered, Rule-Based Conversational Agent (DISCOVER): Development of a Conceptual Framework. JMIR mHealth and uHealth 2022;10(10):e38740
    CrossRef
  408. Trappey AJC, Lin APC, Hsu KYK, Trappey CV, Tu KLK. Development of an Empathy-Centric Counseling Chatbot System Capable of Sentimental Dialogue Analysis. Processes 2022;10(5):930
    CrossRef
  409. Martinengo L, Jabir AI, Goh WWT, Lo NYW, Ho MR, Kowatsch T, Atun R, Michie S, Tudor Car L. Conversational Agents in Health Care: Scoping Review of Their Behavior Change Techniques and Underpinning Theory. Journal of Medical Internet Research 2022;24(10):e39243
    CrossRef
  410. Kaywan P, Ahmed K, Ibaida A, Miao Y, Gu B, Saha S. Early detection of depression using a conversational AI bot: A non-clinical trial. PLOS ONE 2023;18(2):e0279743
    CrossRef
  411. Zhao X, Kumar A. Research on Athlete Behavior Recognition Technology in Sports Teaching Video Based on Deep Neural Network. Computational Intelligence and Neuroscience 2022;2022:1
    CrossRef
  412. Abdulrahman A, Richards D. In Search of Embodied Conversational and Explainable Agents for Health Behaviour Change and Adherence. Multimodal Technologies and Interaction 2021;5(9):56
    CrossRef
  413. Denecke K, Vaaheesan S, Arulnathan A. A Mental Health Chatbot for Regulating Emotions (SERMO) - Concept and Usability Test. IEEE Transactions on Emerging Topics in Computing 2021;9(3):1170
    CrossRef
  414. Jeong S, Aymerich-Franch L, Arias K, Alghowinem S, Lapedriza A, Picard R, Park HW, Breazeal C. Deploying a robotic positive psychology coach to improve college students’ psychological well-being. User Modeling and User-Adapted Interaction 2023;33(2):571
    CrossRef
  415. Luo B, Lau RYK, Li C, Si Y. A critical review of state‐of‐the‐art chatbot designs and applications. WIREs Data Mining and Knowledge Discovery 2022;12(1)
    CrossRef
  416. . Mental and Spiritual Health Needs of Cognitively Enhanced People: A Therapeutic and Spiritual Care Model for Responding. Religions 2022;13(8):701
    CrossRef
  417. Bendig E, Erb B, Schulze-Thuesing L, Baumeister H. Die nächste Generation: Chatbots in der klinischen Psychologie und Psychotherapie zur Förderung mentaler Gesundheit – Ein Scoping-Review. Verhaltenstherapie 2019;29(4):266
    CrossRef
  418. Pham KT, Nabizadeh A, Selek S. Artificial Intelligence and Chatbots in Psychiatry. Psychiatric Quarterly 2022;93(1):249
    CrossRef
  419. Milne-Ives M, Selby E, Inkster B, Lam C, Meinert E, Narasimhan P. Artificial intelligence and machine learning in mobile apps for mental health: A scoping review. PLOS Digital Health 2022;1(8):e0000079
    CrossRef
  420. Zhu Y, Wang R, Pu C. “I am chatbot, your virtual mental health adviser.” What drives citizens’ satisfaction and continuance intention toward mental health chatbots during the COVID-19 pandemic? An empirical study in China. DIGITAL HEALTH 2022;8:205520762210900
    CrossRef
  421. Ray A, Bhardwaj A, Malik YK, Singh S, Gupta R. Artificial intelligence and Psychiatry: An overview. Asian Journal of Psychiatry 2022;70:103021
    CrossRef
  422. Stiede JT, Trent ES, Viana AG, Guzick AG, Storch EA, Hershfield J. Cognitive Behavioral Therapy for Children and Adolescents with Anxiety Disorders. Child and Adolescent Psychiatric Clinics of North America 2023;32(3):543
    CrossRef
  423. Qin X, Liu C, Zhu W, Chen Y, Wang Y. Preventing Postpartum Depression in the Early Postpartum Period Using an App-Based Cognitive Behavioral Therapy Program: A Pilot Randomized Controlled Study. International Journal of Environmental Research and Public Health 2022;19(24):16824
    CrossRef
  424. Kornfield R, Mohr DC, Ranney R, Lattie EG, Meyerhoff J, Williams JJ, Reddy M. Involving Crowdworkers with Lived Experience in Content-Development for Push-Based Digital Mental Health Tools: Lessons Learned from Crowdsourcing Mental Health Messages. Proceedings of the ACM on Human-Computer Interaction 2022;6(CSCW1):1
    CrossRef
  425. Rabinowitz AR, Collier G, Vaccaro M, Wingfield R. Development of RehaBot—A Conversational Agent for Promoting Rewarding Activities in Users With Traumatic Brain Injury. Journal of Head Trauma Rehabilitation 2022;37(3):144
    CrossRef
  426. Deepaisarn S, Imkome E, Wongpatikaseree K, Yuenyong S, Lakanavisid P, Soonthornchaiva R, Yomaboot P, Angkoonsawaengsuk A, Munpansa N. Validation of a Thai artificial chatmate designed for cheering up the elderly during the COVID-19 pandemic. F1000Research 2022;11:1411
    CrossRef
  427. Gupta M, Malik T, Sinha C. Delivery of a Mental Health Intervention for Chronic Pain Through an Artificial Intelligence–Enabled App (Wysa): Protocol for a Prospective Pilot Study. JMIR Research Protocols 2022;11(3):e36910
    CrossRef
  428. Cho E, Motalebi N, Sundar SS, Abdullah S. Alexa as an Active Listener: How Backchanneling Can Elicit Self-Disclosure and Promote User Experience. Proceedings of the ACM on Human-Computer Interaction 2022;6(CSCW2):1
    CrossRef
  429. Chaudhry BM, Islam A. A Mobile Application-Based Relational Agent as a Health Professional for COVID-19 Patients: Design, Approach, and Implications. International Journal of Environmental Research and Public Health 2022;19(21):13794
    CrossRef
  430. Zhou S, Zhao J, Zhang L. Application of Artificial Intelligence on Psychological Interventions and Diagnosis: An Overview. Frontiers in Psychiatry 2022;13
    CrossRef
  431. Ahmed A, Hassan A, Aziz S, Abd-alrazaq AA, Ali N, Alzubaidi M, Al-Thani D, Elhusein B, Siddig MA, Ahmed M, Househ M. Chatbot features for anxiety and depression: A scoping review. Health Informatics Journal 2023;29(1):146045822211467
    CrossRef
  432. Phan QN, Tseng C, Thi Hoai Le T, Nguyen TBN. The application of chatbot on Vietnamese misgrant workers’ right protection in the implementation of new generation free trade agreements (FTAS). AI & SOCIETY 2023;38(4):1771
    CrossRef
  433. Entenberg GA, Mizrahi S, Walker H, Aghakhani S, Mostovoy K, Carre N, Marshall Z, Dosovitsky G, Benfica D, Rousseau A, Lin G, Bunge EL. AI-based chatbot micro-intervention for parents: Meaningful engagement, learning, and efficacy. Frontiers in Psychiatry 2023;14
    CrossRef
  434. Bendig E, Erb B, Schulze-Thuesing L, Baumeister H. The Next Generation: Chatbots in Clinical Psychology and Psychotherapy to Foster Mental Health – A Scoping Review. Verhaltenstherapie 2022;32(Suppl. 1):64
    CrossRef
  435. Vertsberger D, Naor N, Winsberg M. Adolescents’ Well-being While Using a Mobile Artificial Intelligence–Powered Acceptance Commitment Therapy Tool: Evidence From a Longitudinal Study. JMIR AI 2022;1(1):e38171
    CrossRef
  436. Vereschagin M, Wang AY, Leung C, Richardson CG, Hudec KL, Doan Q, Virk P, Halli P, Wojcik KD, Munro L, Chai BS, Mori T, Sha M, Mittertreiner E, Farkouh A, Sigamany D, Vigo DV. Co-developing tools to support student mental health and substance use: Minder app development from conceptualization to realization. Journal of Behavioral and Cognitive Therapy 2023;33(1):35
    CrossRef
  437. González AL, Geiskkovitch DY, Young JE. Say what you want, I’m not listening!. i-com 2023;22(1):19
    CrossRef
  438. Kettle L, Lee Y. User Experiences of Well-Being Chatbots. Human Factors: The Journal of the Human Factors and Ergonomics Society 2023;:001872082311624
    CrossRef
  439. He Y, Yang L, Qian C, Li T, Su Z, Zhang Q, Hou X. Conversational Agent Interventions for Mental Health Problems: Systematic Review and Meta-analysis of Randomized Controlled Trials. Journal of Medical Internet Research 2023;25:e43862
    CrossRef
  440. Kazi FF, Sandbulte J. Examining a social-based system with personalized recommendations to promote mental health for college students. Smart Health 2023;28:100385
    CrossRef
  441. Tanaka H, Saga T, Iwauchi K, Honda M, Morimoto T, Matsuda Y, Uratani M, Okazaki K, Nakamura S. The Validation of Automated Social Skills Training in Members of the General Population Over 4 Weeks: Comparative Study. JMIR Formative Research 2023;7:e44857
    CrossRef
  442. Sujan M, White S, Habli I, Reynolds N. Stakeholder Perceptions of the Safety and Assurance of Artificial Intelligence in Healthcare. SSRN Electronic Journal 2022;
    CrossRef
  443. Nguyen H, Lopez J, Homer B, Ali A, Ahn J. Reminders, reflections, and relationships: insights from the design of a chatbot for college advising. Information and Learning Sciences 2023;124(3/4):128
    CrossRef
  444. Lin Y, Yu Z. A bibliometric analysis of artificial intelligence chatbots in educational contexts. Interactive Technology and Smart Education 2024;21(2):189
    CrossRef
  445. Bhattacharjee A, Chen P, Mandal A, Zhou L, Aggarwal J, Hsu A, O'Leary K, Mariakakis A, Williams JJ. Exploring User Perspectives on Brief Reflective Questioning Activities for Stress Management. SSRN Electronic Journal 2022;
    CrossRef
  446. Braddock WRT, Ocasio MA, Comulada WS, Mandani J, Fernandez MI. Increasing Participation in a TelePrEP Program for Sexual and Gender Minority Adolescents and Young Adults in Louisiana: Protocol for an SMS Text Messaging–Based Chatbot. JMIR Research Protocols 2023;12:e42983
    CrossRef
  447. Jabir AI, Martinengo L, Lin X, Torous J, Subramaniam M, Tudor Car L. Evaluating Conversational Agents for Mental Health: Scoping Review of Outcomes and Outcome Measurement Instruments. Journal of Medical Internet Research 2023;25:e44548
    CrossRef
  448. Lee J, Lee J, Lee D. Influence of Rapport and Social Presence with an Ai Psychotherapy Chatbot on Users’ Self-Disclosure. SSRN Electronic Journal 2022;
    CrossRef
  449. Anmella G, Sanabra M, Primé-Tous M, Segú X, Cavero M, Morilla I, Grande I, Ruiz V, Mas A, Martín-Villalba I, Caballo A, Esteva J, Rodríguez-Rey A, Piazza F, Valdesoiro FJ, Rodriguez-Torrella C, Espinosa M, Virgili G, Sorroche C, Ruiz A, Solanes A, Radua J, Also MA, Sant E, Murgui S, Sans-Corrales M, H Young A, Vicens V, Blanch J, Caballeria E, López-Pelayo H, López C, Olivé V, Pujol L, Quesada S, Solé B, Torrent C, Martínez-Aran A, Guarch J, Navinés R, Murru A, Fico G, de Prisco M, Oliva V, Amoretti S, Pio-Carrino C, Fernández-Canseco M, Villegas M, Vieta E, Hidalgo-Mazzei D. Vickybot, a Chatbot for Anxiety-Depressive Symptoms and Work-Related Burnout in Primary Care and Health Care Professionals: Development, Feasibility, and Potential Effectiveness Studies. Journal of Medical Internet Research 2023;25:e43293
    CrossRef
  450. Priya P, Firdaus M, Ekbal A. A multi-task learning framework for politeness and emotion detection in dialogues for mental health counselling and legal aid. Expert Systems with Applications 2023;224:120025
    CrossRef
  451. Li Y, Liang S, Zhu B, Liu X, Li J, Chen D, Qin J, Bressington D. Feasibility and effectiveness of artificial intelligence-driven conversational agents in healthcare interventions: A systematic review of randomized controlled trials. International Journal of Nursing Studies 2023;143:104494
    CrossRef
  452. . AI for ADHD: Opportunities and Challenges. Journal of Attention Disorders 2023;27(8):797
    CrossRef
  453. Vagwala MK, Asher R. Conversational Artificial Intelligence and Distortions of the Psychotherapeutic Frame: Issues of Boundaries, Responsibility, and Industry Interests. The American Journal of Bioethics 2023;23(5):28
    CrossRef
  454. Kola I, Jonker CM, Riemsdijk MBV. Using psychological characteristics of situations for social situation comprehension in support agents. Autonomous Agents and Multi-Agent Systems 2023;37(2)
    CrossRef
  455. Haque MDR, Rubya S. An Overview of Chatbot-Based Mobile Mental Health Apps: Insights From App Description and User Reviews. JMIR mHealth and uHealth 2023;11:e44838
    CrossRef
  456. Huang M, Weng C, Kuo H, Su Y. Using a chatbot to reduce emergency department visits and unscheduled hospitalizations among patients with gynecologic malignancies during chemotherapy: A retrospective cohort study. Heliyon 2023;9(5):e15798
    CrossRef
  457. Iku-Silan A, Hwang G, Chen C. Decision-guided chatbots and cognitive styles in interdisciplinary learning. Computers & Education 2023;201:104812
    CrossRef
  458. Batanova E, Birmpa I, Meisser G. Use of Machine Learning to classify clinical research to identify applicable compliance requirements. Informatics in Medicine Unlocked 2023;39:101255
    CrossRef
  459. Park G, Lee S, Chung J. Do Anthropomorphic Chatbots Increase Counseling Satisfaction and Reuse Intention? The Moderated Mediation of Social Rapport and Social Anxiety. Cyberpsychology, Behavior, and Social Networking 2023;26(5):357
    CrossRef
  460. Sulis E, Mariani S, Montagna S. A survey on agents applications in healthcare: Opportunities, challenges and trends. Computer Methods and Programs in Biomedicine 2023;236:107525
    CrossRef
  461. Han HJ, Mendu S, Jaworski BK, Owen JE, Abdullah S. Preliminary Evaluation of a Conversational Agent to Support Self-management of Individuals Living With Posttraumatic Stress Disorder: Interview Study With Clinical Experts. JMIR Formative Research 2023;7:e45894
    CrossRef
  462. Jackson-Triche M, Vetal D, Turner E, Dahiya P, Mangurian C. Meeting the Behavioral Health Needs of Health Care Workers During COVID-19 by Leveraging Chatbot Technology: Development and Usability Study. Journal of Medical Internet Research 2023;25:e40635
    CrossRef
  463. . The Construction of Critical Factors for Successfully Introducing Chatbots into Mental Health Services in the Army: Using a Hybrid MCDM Approach. Sustainability 2023;15(10):7905
    CrossRef
  464. Sanabria G, Greene KY, Tran JT, Gilyard S, DiGiovanni L, Emmanuel PJ, Sanders LJ, Kosyluk K, Galea JT. “A Great Way to Start the Conversation”: Evidence for the Use of an Adolescent Mental Health Chatbot Navigator for Youth at Risk of HIV and Other STIs. Journal of Technology in Behavioral Science 2023;8(4):382
    CrossRef
  465. Nagar R, Quirk HD, Anderson PL. User experiences of college students using mental health applications to improve self-care: Implications for improving engagement. Internet Interventions 2023;34:100676
    CrossRef
  466. Griffin AC, Khairat S, Bailey SC, Chung AE. A chatbot for hypertension self-management support: user-centered design, development, and usability testing. JAMIA Open 2023;6(3)
    CrossRef
  467. Chen J, Guo F, Ren Z, Wang X, Ham J. Human-chatbot interaction studies through the lens of bibliometric analysis. Universal Access in the Information Society 2023;
    CrossRef
  468. Langevin R, Berry ABL, Zhang J, Fockele CE, Anderson L, Hsieh D, Hartzler A, Duber HC, Hsieh G. Implementation Fidelity of Chatbot Screening for Social Needs: Acceptability, Feasibility, Appropriateness. Applied Clinical Informatics 2023;14(02):374
    CrossRef
  469. Peake E, Miller I, Flannery J, Chen L, Lake J, Padmanabhan A. Preliminary Efficacy of a Digital Intervention for Adolescent Depression: Randomized Controlled Trial. Journal of Medical Internet Research 2024;26:e48467
    CrossRef
  470. Hopman K, Richards D, Norberg MM. A Digital Coach to Promote Emotion Regulation Skills. Multimodal Technologies and Interaction 2023;7(6):57
    CrossRef
  471. Hobert S, Følstad A, Law EL. Chatbots for active learning: A case of phishing email identification. International Journal of Human-Computer Studies 2023;179:103108
    CrossRef
  472. Mancone S, Diotaiuti P, Valente G, Corrado S, Bellizzi F, Vilarino GT, Andrade A. The Use of Voice Assistant for Psychological Assessment Elicits Empathy and Engagement While Maintaining Good Psychometric Properties. Behavioral Sciences 2023;13(7):550
    CrossRef
  473. Devillers L, Cowie R. Ethical Considerations on Affective Computing: An Overview. Proceedings of the IEEE 2023;111(10):1445
    CrossRef
  474. Sarkar S, Gaur M, Chen LK, Garg M, Srivastava B. A review of the explainability and safety of conversational agents for mental health to identify avenues for improvement. Frontiers in Artificial Intelligence 2023;6
    CrossRef
  475. Amugongo LM, Kriebitz A, Boch A, Lütge C. Operationalising AI ethics through the agile software development lifecycle: a case study of AI-enabled mobile health applications. AI and Ethics 2023;
    CrossRef
  476. Mende M, Scott ML, Ubal VO, Hassler CMK, Harmeling CM, Palmatier RW. Personalized Communication as a Platform for Service Inclusion? Initial Insights Into Interpersonal and AI-Based Personalization for Stigmatized Consumers. Journal of Service Research 2024;27(1):28
    CrossRef
  477. Elyoseph Z, Hadar-Shoval D, Asraf K, Lvovsky M. ChatGPT outperforms humans in emotional awareness evaluations. Frontiers in Psychology 2023;14
    CrossRef
  478. Maciejewski J, Smoktunowicz E. Low-effort internet intervention to reduce students' stress delivered with Meta's Messenger chatbot (Stressbot): A randomized controlled trial. Internet Interventions 2023;33:100653
    CrossRef
  479. Ashur O, Muench F, Baumel A. Evaluating the Contribution of New Factors in the Assessment of eHealth Therapeutic Alliance. Journal of Technology in Behavioral Science 2023;
    CrossRef
  480. Arntz A, Weber F, Handgraaf M, Lällä K, Korniloff K, Murtonen K, Chichaeva J, Kidritsch A, Heller M, Sakellari E, Athanasopoulou C, Lagiou A, Tzonichaki I, Salinas-Bueno I, Martínez-Bueso P, Velasco-Roldán O, Schulz R, Grüneberg C. Technologies in Home-Based Digital Rehabilitation: Scoping Review. JMIR Rehabilitation and Assistive Technologies 2023;10:e43615
    CrossRef
  481. . AIsmosis and the pas de deux of human-AI interaction: Exploring the communicative dance between society and artificial intelligence. Online Journal of Communication and Media Technologies 2023;13(4):e202340
    CrossRef
  482. Alowais SA, Alghamdi SS, Alsuhebany N, Alqahtani T, Alshaya AI, Almohareb SN, Aldairem A, Alrashed M, Bin Saleh K, Badreldin HA, Al Yami MS, Al Harbi S, Albekairy AM. Revolutionizing healthcare: the role of artificial intelligence in clinical practice. BMC Medical Education 2023;23(1)
    CrossRef
  483. Coghlan S, Leins K, Sheldrick S, Cheong M, Gooding P, D'Alfonso S. To chat or bot to chat: Ethical issues with using chatbots in mental health. DIGITAL HEALTH 2023;9
    CrossRef
  484. Podina IR, Bucur A, Fodor L, Boian R. Screening for common mental health disorders: a psychometric evaluation of a chatbot system. Behaviour & Information Technology 2023;:1
    CrossRef
  485. Bhattacharjee A, Chen P, Mandal A, Hsu A, O'Leary K, Mariakakis A, Williams JJ. Exploring User Perspectives on Brief Reflective Questioning Activities for Stress Management: Mixed Methods Study. JMIR Formative Research 2024;8:e47360
    CrossRef
  486. Otero-González I, Pacheco-Lorenzo MR, Fernández-Iglesias MJ, Anido-Rifón LE. Conversational agents for depression screening: A systematic review. International Journal of Medical Informatics 2024;181:105272
    CrossRef
  487. Budhwar P, Chowdhury S, Wood G, Aguinis H, Bamber GJ, Beltran JR, Boselie P, Lee Cooke F, Decker S, DeNisi A, Dey PK, Guest D, Knoblich AJ, Malik A, Paauwe J, Papagiannidis S, Patel C, Pereira V, Ren S, Rogelberg S, Saunders MNK, Tung RL, Varma A. Human resource management in the age of generative artificial intelligence: Perspectives and research directions on ChatGPT. Human Resource Management Journal 2023;33(3):606
    CrossRef
  488. Mills R, Mangone ER, Lesh N, Mohan D, Baraitser P. Chatbots to Improve Sexual and Reproductive Health: Realist Synthesis. Journal of Medical Internet Research 2023;25:e46761
    CrossRef
  489. Lee M, Contreras Alejandro J, IJsselsteijn W. Cultivating Gratitude with a Chatbot. International Journal of Human–Computer Interaction 2023;:1
    CrossRef
  490. Yorita A, Egerton S, Chan C, Kubota N. Chatbots and robots: a framework for the self-management of occupational stress. ROBOMECH Journal 2023;10(1)
    CrossRef
  491. Kulikov VN, Crosthwaite PC, Hall SA, Flannery JE, Strauss GS, Vierra EM, Koepsell XL, Lake JI, Padmanabhan A. A CBT-based mobile intervention as an adjunct treatment for adolescents with symptoms of depression: a virtual randomized controlled feasibility trial. Frontiers in Digital Health 2023;5
    CrossRef
  492. Ischen C, Butler J, Ohme J. Chatting about the unaccepted: Self-disclosure of unaccepted news exposure behaviour to a chatbot. Behaviour & Information Technology 2023;:1
    CrossRef
  493. Rogovets A, Mazurkevitch A, Suvorova I, Vinnik M, Prikhodko A. Chat-Bot as a Way to Support Victims of School Bullying. Journal of Modern Foreign Psychology 2023;12(3):103
    CrossRef
  494. Ramya JB, Alur S. Unleashing the potential of chatbots in business: A bibliometric analysis. Business Information Review 2023;40(3):123
    CrossRef
  495. Marriott HR, Pitardi V. One is the loneliest number… Two can be as bad as one. The influence of AI Friendship Apps on users' well‐being and addiction. Psychology & Marketing 2024;41(1):86
    CrossRef
  496. Cheung HC, De Louche C, Komorowski M. Artificial Intelligence Applications in Space Medicine. Aerospace Medicine and Human Performance 2023;94(8):610
    CrossRef
  497. Buck B, Wingerson M, Whiting E, Snyder J, Monroe-DeVita M, Ben-Zeev D. User-Centered Development of Bolster, an mHealth Intervention for Early Psychosis Caregivers: Needs Assessment, Prototyping, and Field Trial. JMIR Mental Health 2023;10:e50522
    CrossRef
  498. . AI Chatbots in Digital Mental Health. Informatics 2023;10(4):82
    CrossRef
  499. Darcy A, Beaudette A, Chiauzzi E, Daniels J, Goodwin K, Mariano TY, Wicks P, Robinson A. Anatomy of a Woebot® (WB001): agent guided CBT for women with postpartum depression. Expert Review of Medical Devices 2023;20(12):1035
    CrossRef
  500. Kang A, Hetrick S, Cargo T, Hopkins S, Ludin N, Bodmer S, Stevenson K, Holt-Quick C, Stasiak K. Exploring Young Adults’ Views About Aroha, a Chatbot for Stress Associated With the COVID-19 Pandemic: Interview Study Among Students. JMIR Formative Research 2023;7:e44556
    CrossRef
  501. Diano F, Sica LS, Ponticorvo M. Empower Psychotherapy with mHealth Apps: The Design of “Safer”, an Emotion Regulation Application. Information 2023;14(6):308
    CrossRef
  502. AKYAZI KG, BAŞTEMUR . Interactive Robots: Therapy Robots. Psikiyatride Güncel Yaklaşımlar 2024;16(1):16
    CrossRef
  503. Ehrlich C, Hennelly SE, Wilde N, Lennon O, Beck A, Messenger H, Sergiou K, Davies EL. Evaluation of an Artificial Intelligence Enhanced Application for Student Wellbeing: Pilot Randomised Trial of the Mind Tutor. International Journal of Applied Positive Psychology 2024;9(1):435
    CrossRef
  504. Forman-Hoffman VL, Pirner MC, Flom M, Kirvin-Quamme A, Durden E, Kissinger JA, Robinson A. Engagement, Satisfaction, and Mental Health Outcomes Across Different Residential Subgroup Users of a Digital Mental Health Relational Agent: Exploratory Single-Arm Study. JMIR Formative Research 2023;7:e46473
    CrossRef
  505. Albino de Queiroz D, Silva Passarello R, Veloso de Moura Fé V, Rossini A, Folchini da Silveira E, Aparecida Isquierdo Fonseca de Queiroz E, André da Costa C. A wearable chatbot-based model for monitoring colorectal cancer patients in the active phase of treatment. Healthcare Analytics 2023;4:100257
    CrossRef
  506. Jackson HM, Calear AL, Batterham PJ, Ohan JL, Farmer GM, Farrer LM. Skill Enactment and Knowledge Acquisition in Digital Cognitive Behavioral Therapy for Depression and Anxiety: Systematic Review of Randomized Controlled Trials. Journal of Medical Internet Research 2023;25:e44673
    CrossRef
  507. Bruijnes M, Kesteloo M, Brinkman W. Reducing social diabetes distress with a conversational agent support system: a three-week technology feasibility evaluation. Frontiers in Digital Health 2023;5
    CrossRef
  508. Martin R, Richmond S. Conversational agents for Children's mental health and mental disorders: A scoping review. Computers in Human Behavior: Artificial Humans 2023;1(2):100028
    CrossRef
  509. Fundoiano-Hershcovitz Y, Breuer Asher I, Ritholz MD, Feniger E, Manejwala O, Goldstein P. Specifying the Efficacy of Digital Therapeutic Tools for Depression and Anxiety: Retrospective, 2-Cohort, Real-World Analysis. Journal of Medical Internet Research 2023;25:e47350
    CrossRef
  510. Comulada WS, Rezai R, Sumstine S, Flores DD, Kerin T, Ocasio MA, Swendeman D, Fernández MI. A necessary conversation to develop chatbots for HIV studies: qualitative findings from research staff, community advisory board members, and study participants. AIDS Care 2024;36(4):463
    CrossRef
  511. Kim J, Merrill K, Xu K, Collins C. My Health Advisor is a Robot: Understanding Intentions to Adopt a Robotic Health Advisor. International Journal of Human–Computer Interaction 2023;:1
    CrossRef
  512. Pandey S, Sharma S. A comparative study of retrieval-based and generative-based chatbots using Deep Learning and Machine Learning. Healthcare Analytics 2023;3:100198
    CrossRef
  513. Karkosz S, Szymański R, Sanna K, Michałowski J. Effectiveness of a Web-based and Mobile Therapy Chatbot on Anxiety and Depressive Symptoms in Subclinical Young Adults: Randomized Controlled Trial. JMIR Formative Research 2024;8:e47960
    CrossRef
  514. Durden E, Pirner MC, Rapoport SJ, Williams A, Robinson A, Forman-Hoffman VL. Changes in stress, burnout, and resilience associated with an 8-week intervention with relational agent “Woebot”. Internet Interventions 2023;33:100637
    CrossRef
  515. Neuparth-Sottomayor M, Pina CC, Morais TP, Farinha-Ferreira M, Abreu DS, Solano F, Mouro F, Good M, Sebastião AM, Di Giovanni G, Crunelli V, Vaz SH. Cognitive comorbidities of experimental absence seizures are independent of anxiety. Neurobiology of Disease 2023;186:106275
    CrossRef
  516. Lee SE, Ju N, Lee K. Service chatbot: Co-citation and big data analysis toward a review and research agenda. Technological Forecasting and Social Change 2023;194:122722
    CrossRef
  517. Suharwardy S, Ramachandran M, Leonard SA, Gunaseelan A, Lyell DJ, Darcy A, Robinson A, Judy A. Feasibility and impact of a mental health chatbot on postpartum mental health: a randomized controlled trial. AJOG Global Reports 2023;3(3):100165
    CrossRef
  518. Chun-Hung L, Guan-Hsiung L, Wu-Chuan Y, Yu-Hsin L. Chatbot-assisted therapy for patients with methamphetamine use disorder: a preliminary randomized controlled trial. Frontiers in Psychiatry 2023;14
    CrossRef
  519. Li L, Peng W, Rheu MM. Factors Predicting Intentions of Adoption and Continued Use of Artificial Intelligence Chatbots for Mental Health: Examining the Role of UTAUT Model, Stigma, Privacy Concerns, and Artificial Intelligence Hesitancy. Telemedicine and e-Health 2024;30(3):722
    CrossRef
  520. . Artificial Intelligence (AI) Psychotherapy: Coming Soon to a Consultation Room Near You?. American Journal of Psychotherapy 2023;76(2):55
    CrossRef
  521. Wutz M, Hermes M, Winter V, Köberlein-Neu J. Factors Influencing the Acceptability, Acceptance, and Adoption of Conversational Agents in Health Care: Integrative Review. Journal of Medical Internet Research 2023;25:e46548
    CrossRef
  522. van der Schyff EL, Ridout B, Amon KL, Forsyth R, Campbell AJ. Providing Self-Led Mental Health Support Through an Artificial Intelligence–Powered Chat Bot (Leora) to Meet the Demand of Mental Health Care. Journal of Medical Internet Research 2023;25:e46448
    CrossRef
  523. Nashwan AJ, Gharib S, Alhadidi M, El-Ashry AM, Alamgir A, Al-Hassan M, Khedr MA, Dawood S, Abufarsakh B. Harnessing Artificial Intelligence: Strategies for Mental Health Nurses in Optimizing Psychiatric Patient Care. Issues in Mental Health Nursing 2023;44(10):1020
    CrossRef
  524. Pataranutaporn P, Liu R, Finn E, Maes P. Influencing human–AI interaction by priming beliefs about AI can increase perceived trustworthiness, empathy and effectiveness. Nature Machine Intelligence 2023;5(10):1076
    CrossRef
  525. Chang C, Palermo E, Deswert S, Brown A, Nuske HJ. Money can’t buy happiness: A randomized controlled trial of a digital mental health app with versus without financial incentives. DIGITAL HEALTH 2023;9
    CrossRef
  526. . The Experience of Conversation and Relation with a Well-Being Chabot: Between Proximity and Remoteness. Qualitative Sociology Review 2023;19(4):92
    CrossRef
  527. . A mobile messaging-based conversational agent-led stress mindset intervention for New Zealand small-to-medium-sized enterprise owner-managers: effectiveness and acceptability study. Behaviour & Information Technology 2023;:1
    CrossRef
  528. Lin X, Martinengo L, Jabir AI, Ho AHY, Car J, Atun R, Tudor Car L. Scope, Characteristics, Behavior Change Techniques, and Quality of Conversational Agents for Mental Health and Well-Being: Systematic Assessment of Apps. Journal of Medical Internet Research 2023;25:e45984
    CrossRef
  529. Garcia PJ, Prom Tep S, Arcand M, Rajaobelina L, Ricard L. Développement d’un assistant virtuel en tourisme : rôles clés de l’utilité et du plaisir perçus sur l’intention d’adoption. Management & Avenir 2021;N° 126(6):115
    CrossRef
  530. Yang R, Tan TF, Lu W, Thirunavukarasu AJ, Ting DSW, Liu N. Large language models in health care: Development, applications, and challenges. Health Care Science 2023;2(4):255
    CrossRef
  531. Uz C, Umay E. “Dr ChatGPT”: Is it a reliable and useful source for common rheumatic diseases?. International Journal of Rheumatic Diseases 2023;26(7):1343
    CrossRef
  532. Munthuli A, Socatiyanurak V, Sangchocanonta S, Kovudhikulrungsri L, Saksakulkunakorn N, Chairuangsri P, Tantibundhit C. Transformers for Multi-Intent Classification and Slot Filling of Supreme Court Decisions Related to Sexual Violence Law. IEEE Access 2023;11:76448
    CrossRef
  533. Sun J, Dong Q, Wang S, Zheng Y, Liu X, Lu T, Yuan K, Shi J, Hu B, Lu L, Han Y. Artificial intelligence in psychiatry research, diagnosis, and therapy. Asian Journal of Psychiatry 2023;87:103705
    CrossRef
  534. Bendotti H, Lawler S, Chan GCK, Gartner C, Ireland D, Marshall HM. Conversational artificial intelligence interventions to support smoking cessation: A systematic review and meta-analysis. DIGITAL HEALTH 2023;9
    CrossRef
  535. Chow K, Fritz T, Holsti L, Barbic S, McGrenere J. Feeling Stressed and Unproductive? A Field Evaluation of a Therapy-Inspired Digital Intervention for Knowledge Workers. ACM Transactions on Computer-Human Interaction 2024;31(1):1
    CrossRef
  536. Chou Y, Lin C, Lee S, Chang Chien Y, Cheng L. Potential Mobile Health Applications for Improving the Mental Health of the Elderly: A Systematic Review. Clinical Interventions in Aging 2023;Volume 18:1523
    CrossRef
  537. Ledur B, Schmitt M, Rossa I, Andretta I. Internet-Based Cognitive-Behavior Interventions for University Students: a Systematic Review. Trends in Psychology 2023;
    CrossRef
  538. Martinengo L, Lin X, Jabir AI, Kowatsch T, Atun R, Car J, Tudor Car L. Conversational Agents in Health Care: Expert Interviews to Inform the Definition, Classification, and Conceptual Framework. Journal of Medical Internet Research 2023;25:e50767
    CrossRef
  539. Sonntag M, Mehmann J, Teuteberg F. DERIVING TRUST-SUPPORTING DESIGN KNOWLEDGE FOR AI-BASED CHATBOTS IN CUSTOMER SERVICE: A USE CASE FROM THE AUTOMOTIVE INDUSTRY. Journal of Organizational Computing and Electronic Commerce 2023;33(3-4):178
    CrossRef
  540. Agarwal R, Dugas M, Gao G. Augmenting physicians with artificial intelligence to transform healthcare: Challenges and opportunities. Journal of Economics & Management Strategy 2024;33(2):360
    CrossRef
  541. Lee J, Lee D. User perception and self-disclosure towards an AI psychotherapy chatbot according to the anthropomorphism of its profile picture. Telematics and Informatics 2023;85:102052
    CrossRef
  542. Grodniewicz JP, Hohol M. Waiting for a digital therapist: three challenges on the path to psychotherapy delivered by artificial intelligence. Frontiers in Psychiatry 2023;14
    CrossRef
  543. Brinsley J, Singh B, Maher CA. A Digital Lifestyle Program for Psychological Distress, Wellbeing and Return-to-Work: A Proof-of-Concept Study. Archives of Physical Medicine and Rehabilitation 2023;104(11):1903
    CrossRef
  544. Siddiqi DA, Miraj F, Raza H, Hussain OA, Munir M, Dharma VK, Shah MT, Habib A, Chandir S. Development and feasibility testing of an artificially intelligent chatbot to answer immunization-related queries of caregivers in Pakistan: A mixed-methods study. International Journal of Medical Informatics 2024;181:105288
    CrossRef
  545. . Step aside, Freud – There is a new co-analyst in town, and it is powered by artificial intelligence. Journal of Indira Gandhi Institute Of Medical Sciences 2023;9(2):103
    CrossRef
  546. Kim H, Choi Y. A practical development protocol for evidence-based digital integrative arts therapy content in public mental health services: digital transformation of mandala art therapy. Frontiers in Public Health 2023;11
    CrossRef
  547. Rajkishan SS, Meitei AJ, Singh A. Role of AI/ML in the study of mental health problems of the students: a bibliometric study. International Journal of System Assurance Engineering and Management 2023;
    CrossRef
  548. Bond RR, Mulvenna MD, Potts C, O’Neill S, Ennis E, Torous J. Digital transformation of mental health services. npj Mental Health Research 2023;2(1)
    CrossRef
  549. Bowman R, Cooney O, Newbold JW, Thieme A, Clark L, Doherty G, Cowan B. Exploring how politeness impacts the user experience of chatbots for mental health support. International Journal of Human-Computer Studies 2024;184:103181
    CrossRef
  550. King A, Fowler G, Macefield RC, Quek F, Walker H, Thomas C, Markar S, Blazeby JM, Blencowe NS. A systematic scoping review protocol to summarise and appraise the use of artificial intelligence in the analysis of digital videos of invasive general surgical procedures. International Journal of Surgery Protocols 2023;27(3):118
    CrossRef
  551. Concannon S, Tomalin M. Measuring perceived empathy in dialogue systems. AI & SOCIETY 2023;
    CrossRef
  552. Sharma R, Mirzakhalov J, Bharti P, Goyal R, Schmidt T, Chellappan S. A Friend in Need Is a Friend Indeed: Investigating the Quality of Training Data from Peers for Auto-generating Empathetic Textual Responses to Non-Sensitive Posts in a Cohort of College Students. ACM Journal on Computing and Sustainable Societies 2023;1(2):1
    CrossRef
  553. Dempere J, Modugu K, Hesham A, Ramasamy LK. The impact of ChatGPT on higher education. Frontiers in Education 2023;8
    CrossRef
  554. Avula VCR, Amalakanti S. Artificial intelligence in psychiatry, present trends, and challenges: An updated review. Archives of Mental Health 2023;
    CrossRef
  555. Brown A, Kumar AT, Melamed O, Ahmed I, Wang YH, Deza A, Morcos M, Zhu L, Maslej M, Minian N, Sujaya V, Wolff J, Doggett O, Iantorno M, Ratto M, Selby P, Rose J. A Motivational Interviewing Chatbot With Generative Reflections for Increasing Readiness to Quit Smoking: Iterative Development Study. JMIR Mental Health 2023;10:e49132
    CrossRef
  556. Dysthe KK, Røssberg JI, Brandtzaeg PB, Skjuve M, Følstad A, Haavet OR, Klovning A. The Depressed Teenage Brain: Chatbot Psychoeducation. Mayo Clinic Proceedings: Digital Health 2023;1(3):334
    CrossRef
  557. . Effect of AI Chatbot’s Interactivity on Consumers’ Negative Word-of-Mouth Intention: Mediating Role of Perceived Empathy and Anger. International Journal of Human–Computer Interaction 2023;:1
    CrossRef
  558. Lopes E, Jain G, Carlbring P, Pareek S. Talking Mental Health: a Battle of Wits Between Humans and AI. Journal of Technology in Behavioral Science 2023;
    CrossRef
  559. Ashton LM, Adam MT, Whatnall M, Rollo ME, Burrows TL, Hansen V, Collins CE. Exploring the design and utility of an integrated web-based chatbot for young adults to support healthy eating: a qualitative study. International Journal of Behavioral Nutrition and Physical Activity 2023;20(1)
    CrossRef
  560. Kornfield R, Stamatis CA, Bhattacharjee A, Pang B, Nguyen T, Williams JJ, Kumar H, Popowski S, Beltzer M, Karr CJ, Reddy M, Mohr DC, Meyerhoff J. A text messaging intervention to support the mental health of young adults: User engagement and feedback from a field trial of an intervention prototype. Internet Interventions 2023;34:100667
    CrossRef
  561. Saha T, Reddy SM, Saha S, Bhattacharyya P. Mental Health Disorder Identification From Motivational Conversations. IEEE Transactions on Computational Social Systems 2023;10(3):1130
    CrossRef
  562. Chin H, Song H, Baek G, Shin M, Jung C, Cha M, Choi J, Cha C. The Potential of Chatbots for Emotional Support and Promoting Mental Well-Being in Different Cultures: Mixed Methods Study. Journal of Medical Internet Research 2023;25:e51712
    CrossRef
  563. . ChatGPT, GPT-4, and Other Large Language Models: The Next Revolution for Clinical Microbiology?. Clinical Infectious Diseases 2023;77(9):1322
    CrossRef
  564. Porkoláb , Fekete T. A mesterséges intelligencia alkalmazása a nyelvtanulásban. Iskolakultúra 2023;33(8):67
    CrossRef
  565. Wrightson-Hester A, Anderson G, Dunstan J, McEvoy PM, Sutton CJ, Myers B, Egan S, Tai S, Johnston-Hollitt M, Chen W, Gedeon T, Mansell W. An Artificial Therapist (Manage Your Life Online) to Support the Mental Health of Youth: Co-Design and Case Series. JMIR Human Factors 2023;10:e46849
    CrossRef
  566. Sidlauskiene J, Joye Y, Auruskeviciene V. AI-based chatbots in conversational commerce and their effects on product and price perceptions. Electronic Markets 2023;33(1)
    CrossRef
  567. Ollier J, Suryapalli P, Fleisch E, Wangenheim FV, Mair JL, Salamanca-Sanabria A, Kowatsch T. Can digital health researchers make a difference during the pandemic? Results of the single-arm, chatbot-led Elena+: Care for COVID-19 interventional study. Frontiers in Public Health 2023;11
    CrossRef
  568. Hadar-Shoval D, Elyoseph Z, Lvovsky M. The plasticity of ChatGPT’s mentalizing abilities: personalization for personality structures. Frontiers in Psychiatry 2023;14
    CrossRef
  569. Orsolini L, Longo G, Volpe U. Practical application of digital therapeutics in people with mood disorders. Current Opinion in Psychiatry 2024;37(1):9
    CrossRef
  570. Gabor-Siatkowska K, Sowański M, Rzatkiewicz R, Stefaniak I, Kozłowski M, Janicki A. AI to Train AI: Using ChatGPT to Improve the Accuracy of a Therapeutic Dialogue System. Electronics 2023;12(22):4694
    CrossRef
  571. Shanmugasundaram M, Tamilarasu A. The impact of digital technology, social media, and artificial intelligence on cognitive functions: a review. Frontiers in Cognition 2023;2
    CrossRef
  572. Rasouli S, Ghafurian M, Nilsen ES, Dautenhahn K. University Students’ Opinions on Using Intelligent Agents to Cope with Stress and Anxiety in Social Situations. Computers in Human Behavior 2024;153:108072
    CrossRef
  573. Eltahawy L, Essig T, Myszkowski N, Trub L. Can robots do therapy?: Examining the efficacy of a CBT bot in comparison with other behavioral intervention technologies in alleviating mental health symptoms. Computers in Human Behavior: Artificial Humans 2024;2(1):100035
    CrossRef
  574. Aghakhani S, Carre N, Mostovoy K, Shafer R, Baeza-Hernandez K, Entenberg G, Testerman A, Bunge EL. Qualitative analysis of mental health conversational agents messages about autism spectrum disorder: a call for action. Frontiers in Digital Health 2023;5
    CrossRef
  575. Chung LL, Kang J. "I’m Hurt Too": The Effect of a Chatbot's Reciprocal Self-Disclosures on Users’ Painful Experiences. Archives of Design Research 2023;36(4):67
    CrossRef
  576. Jabir AI, Lin X, Martinengo L, Sharp G, Theng Y, Tudor Car L. Attrition in Conversational Agent–Delivered Mental Health Interventions: Systematic Review and Meta-Analysis. Journal of Medical Internet Research 2024;26:e48168
    CrossRef
  577. Schillaci CE, de Cosmo LM, Piper L, Nicotra M, Guido G. Anthropomorphic chatbots' for future healthcare services: Effects of personality, gender, and roles on source credibility, user satisfaction, and intention to use. Technological Forecasting and Social Change 2024;199:123025
    CrossRef
  578. Ding H, Simmich J, Vaezipour A, Andrews N, Russell T. Evaluation framework for conversational agents with artificial intelligence in health interventions: a systematic scoping review. Journal of the American Medical Informatics Association 2024;31(3):746
    CrossRef
  579. Visvanathan K, Petry D, McCullough MS, May B, Tenkasi R, Sharma N, Klein CA, Johnson A, Killian G, Camp M, Paller CJ, Couzi R, Wilkinson M, Jacobs L, Lange J, Jelovac D, Carducci MA, Habibi M, Naik G, Kotwaliwale A. The ENGAGE study: evaluation of a conversational virtual agent that provides tailored pre-test genetic education to cancer patients. Journal of Cancer Survivorship 2023;
    CrossRef
  580. Ulrich S, Gantenbein AR, Zuber V, Von Wyl A, Kowatsch T, Künzli H. Development and Evaluation of a Smartphone-Based Chatbot Coach to Facilitate a Balanced Lifestyle in Individuals With Headaches (BalanceUP App): Randomized Controlled Trial. Journal of Medical Internet Research 2024;26:e50132
    CrossRef
  581. Li H, Zhang R, Lee Y, Kraut RE, Mohr DC. Systematic review and meta-analysis of AI-based conversational agents for promoting mental health and well-being. npj Digital Medicine 2023;6(1)
    CrossRef
  582. Jeong H, Yoo JH, Goh M, Song H. Virtual Agents in DTx: Focusing on Usability and Therapeutic Effectiveness. Electronics 2023;13(1):14
    CrossRef
  583. . Safety of Large Language Models in Addressing Depression. Cureus 2023;
    CrossRef
  584. Elyoseph Z, Refoua E, Asraf K, Lvovsky M, Shimoni Y, Hadar-Shoval D. Capacity of Generative AI to Interpret Human Emotions From Visual and Textual Data: Pilot Evaluation Study. JMIR Mental Health 2024;11:e54369
    CrossRef
  585. Gobin-Rahimbux B, Gooda Sahib N, Peerthy N, Taylor A, Abdellah I. A Voice-Based Personal Assistant for Mental Health in Kreol Morisien. Journal of Electrical and Computer Engineering 2023;2023:1
    CrossRef
  586. Allen CG, Neil G, Halbert CH, Sterba KR, Nietert PJ, Welch B, Lenert L. Barriers and facilitators to the implementation of family cancer history collection tools in oncology clinical practices. Journal of the American Medical Informatics Association 2024;31(3):631
    CrossRef
  587. ÜLKER SV, AKKAN G. RUH SAĞLIĞI HİZMETLERİNDE YAPAY ZEKA UYGULAMALARI VE İLİŞKİLİ TEKNOLOJİLER. Fenerbahçe Üniversitesi Sosyal Bilimler Dergisi 2023;3(2):242
    CrossRef
  588. Xygkou A, Siriaraya P, She W, Covaci A, Ang CS. “Can I be More Social with a Chatbot?”: Social Connectedness Through Interactions of Autistic Adults with a Conversational Virtual Human. International Journal of Human–Computer Interaction 2024;:1
    CrossRef
  589. Dergaa I, Fekih-Romdhane F, Hallit S, Loch AA, Glenn JM, Fessi MS, Ben Aissa M, Souissi N, Guelmami N, Swed S, El Omri A, Bragazzi NL, Ben Saad H. ChatGPT is not ready yet for use in providing mental health assessment and interventions. Frontiers in Psychiatry 2024;14
    CrossRef
  590. Schenker Y, Abdullah S, Arnold R, Schmitz KH. Conversational Agents in Palliative Care: Potential Benefits, Risks, and Next Steps. Journal of Palliative Medicine 2024;27(3):296
    CrossRef
  591. Munnik JB, Noorbhai H. Artificial intelligence (AI) in psychology: a commentary on AI’s emerging role and the ensuing conversation. South African Journal of Psychology 2024;54(1):130
    CrossRef
  592. Yasukawa S, Tanaka T, Yamane K, Kano R, Sakata M, Noma H, Furukawa TA, Kishimoto T. A chatbot to improve adherence to internet-based cognitive–behavioural therapy among workers with subthreshold depression: a randomised controlled trial. BMJ Mental Health 2024;27(1):e300881
    CrossRef
  593. Liu I, Liu F, Xiao Y, Huang Y, Wu S, Ni S. Investigating the Key Success Factors of Chatbot-Based Positive Psychology Intervention with Retrieval- and Generative Pre-Trained Transformer (GPT)-Based Chatbots. International Journal of Human–Computer Interaction 2024;:1
    CrossRef
  594. Bardy F, Jacquemin L, Wong CL, Maslin MRD, Purdy SC, Thai-Van H. Delivery of internet-based cognitive behavioral therapy combined with human-delivered telepsychology in tinnitus sufferers through a chatbot-based mobile app. Frontiers in Audiology and Otology 2024;1
    CrossRef
  595. Abilkaiyrkyzy A, Laamarti F, Hamdi M, Saddik AE. Dialogue System for Early Mental Illness Detection: Toward a Digital Twin Solution. IEEE Access 2024;12:2007
    CrossRef
  596. Deepaisarn S, Imkome E, Wongpatikaseree K, Yuenyong S, Lakanavisid P, Soonthornchaiva R, Yomaboot P, Angkoonsawaengsuk A, Munpansa N. Validation of a Thai artificial chatmate designed for cheering up the elderly during the COVID-19 pandemic. F1000Research 2024;11:1411
    CrossRef
  597. Turchioe MR, Hermann A, Benda NC. Recentering responsible and explainable artificial intelligence research on patients: implications in perinatal psychiatry. Frontiers in Psychiatry 2024;14
    CrossRef
  598. Li X, Chen F, Ma L. Exploring the Potential of Artificial Intelligence in Adolescent Suicide Prevention: Current Applications, Challenges, and Future Directions. Psychiatry 2024;87(1):7
    CrossRef
  599. . Pilot Quasi-Experimental Research on the Effectiveness of the Woebot AI Chatbot for Reducing Mild Depression Symptoms among Athletes. International Journal of Human–Computer Interaction 2024;:1
    CrossRef
  600. Ong E, Go MJ, Lao R, Pastor J, To LB. Investigating Shared Storytelling with a Chatbot as an Approach in Assessing and Maintaining Positive Mental Well-Being among Students. International Journal of Asian Language Processing 2023;33(03)
    CrossRef
  601. Li S, Wang Y, Chen L, Chen T, Du J, Su H, Jiang H, Wu Q, Zhang L, Bao J, Zhao M. Virtual agents among participants with methamphetamine use disorders: Acceptability and usability study. Journal of Telemedicine and Telecare 2024;
    CrossRef
  602. Kum J, Jung S, Lee M. The Effect of Eye Contact in Multi-Party Conversations with Virtual Humans and Mitigating the Mona Lisa Effect. Electronics 2024;13(2):430
    CrossRef
  603. Singh V, Sarkar S, Gaur V, Grover S, Singh OP. Clinical Practice Guidelines on using artificial intelligence and gadgets for mental health and well-being. Indian Journal of Psychiatry 2024;66(Suppl 2):S414
    CrossRef
  604. Gopalakrishnan A, Gururajan R, Zhou X, Venkataraman R, Chan KC, Higgins N. A survey of autonomous monitoring systems in mental health. WIREs Data Mining and Knowledge Discovery 2024;
    CrossRef
  605. Cuciniello M, Amorese T, Greco C, Carrión ZC, Vogel C, Cordasco G, Esposito A. Cultural Differences in the Assessment of Synthetic Voices. International Journal of Neural Systems 2024;34(02)
    CrossRef
  606. Pedersen H, Skliarova T, Pedersen SA, Gråwe RW, Havnen A, Lara-Cabrera ML. Psychoeducation for adult ADHD: a scoping review about characteristics, patient involvement, and content. BMC Psychiatry 2024;24(1)
    CrossRef
  607. Chiauzzi E, Williams A, Mariano TY, Pajarito S, Robinson A, Kirvin-Quamme A, Forman-Hoffman V. Demographic and clinical characteristics associated with anxiety and depressive symptom outcomes in users of a digital mental health intervention incorporating a relational agent. BMC Psychiatry 2024;24(1)
    CrossRef
  608. . The Role of Artificial Intelligence in Depression Diagnosis, Prognosis, and Treatment: Gaps and Future Directions. Neurology Letters 2024;3(1):20
    CrossRef
  609. Gültekin M, Şahin M. The use of artificial intelligence in mental health services in Turkey: What do mental health professionals think?. Cyberpsychology: Journal of Psychosocial Research on Cyberspace 2024;18(1)
    CrossRef
  610. Lee J, You JS, Lee D. User Preferences on AI Psychotherapy Based on Moderating Effects of Individual Personality Traits: Employing a Clustering Analysis. International Journal of Human–Computer Interaction 2024;:1
    CrossRef
  611. Melo A, Silva I, Lopes J. ChatGPT: A Pilot Study on a Promising Tool for Mental Health Support in Psychiatric Inpatient Care. International Journal of Psychiatric Trainees 2024;
    CrossRef
  612. Axelsson M, Spitale M, Gunes H. Robots as Mental Well-being Coaches: Design and Ethical Recommendations. ACM Transactions on Human-Robot Interaction 2024;
    CrossRef
  613. Kasani PH, Cho KH, Jang J, Yun C. Influence of artificial intelligence and chatbots on research integrity and publication ethics. Science Editing 2024;11(1):12
    CrossRef
  614. . Research Trends in the Study of Acceptability of Digital Mental Health-Related Interventions: A Bibliometric and Network Visualisation Analysis. Social Sciences 2024;13(2):114
    CrossRef
  615. Ferrández A, Lavigne-Cerván R, Peral J, Navarro-Soria I, Lloret , Gil D, Rocamora C. CuentosIE: can a chatbot about “tales with a message” help to teach emotional intelligence?. PeerJ Computer Science 2024;10:e1866
    CrossRef
  616. Genzano N, Difino MR, Limone P, Iuso S. The use of digital setting in clinical ad learning applications. RIVISTA DI PSICOLOGIA CLINICA 2024;(2):28
    CrossRef
  617. Deepaisarn S, Imkome E, Wongpatikaseree K, Yuenyong S, Lakanavisid P, Soonthornchaiva R, Yomaboot P, Angkoonsawaengsuk A, Munpansa N. Validation of a Thai artificial chatmate designed for cheering up the elderly during the COVID-19 pandemic. F1000Research 2024;11:1411
    CrossRef
  618. Olier Herrera JP, Ferreras López BI, Guzmán-Sabogal YR, Peña Pérez D, Ramírez Cruz MA. Uso de herramientas virtuales para el abordaje inicial en pacientes con síntomas de salud mental: una revisión de la literatura. Persona y Bioética 2024;27(2):1
    CrossRef
  619. Breuer-Asher I, Ritholz MD, Horwitz DL, Manejwala O, Behar E, Fundoiano-Hershcovitz Y. Association of Digital Engagement With Relaxation Tools and Stress Level Reduction: Retrospective Cohort Study. JMIR Formative Research 2024;8:e50506
    CrossRef
  620. Li D, Kao Y, Tsai S, Bai Y, Yeh T, Chu C, Hsu C, Cheng S, Hsu T, Liang C, Su K. Comparing the performance of ChatGPT GPT‐4, Bard, and Llama‐2 in the Taiwan Psychiatric Licensing Examination and in differential diagnosis with multi‐center psychiatrists. Psychiatry and Clinical Neurosciences 2024;
    CrossRef
  621. Raman R, Venugopalan M, Kamal A. Evaluating human resources management literacy: A performance analysis of ChatGPT and bard. Heliyon 2024;10(5):e27026
    CrossRef
  622. Lee I, Hahn S. On the relationship between mind perception and social support of chatbots. Frontiers in Psychology 2024;15
    CrossRef
  623. Howick J, de Zulueta P, Gray M. Beyond empathy training for practitioners: Cultivating empathic healthcare systems and leadership. Journal of Evaluation in Clinical Practice 2024;
    CrossRef
  624. Livermore P, Kupiec K, Wedderburn LR, Knight A, Solebo AL, Shafran R, Robert G, Sebire NJ, Gibson F. Designing, Developing, and Testing a Chatbot for Parents and Caregivers of Children and Young People With Rheumatological Conditions (the IMPACT Study): Protocol for a Co-Designed Proof-of-Concept Study. JMIR Research Protocols 2024;13:e57238
    CrossRef
  625. Mitsea E, Drigas A, Skianis C. Well-Being Technologies and Positive Psychology Strategies for Training Metacognition, Emotional Intelligence and Motivation Meta-Skills in Clinical Populations: A Systematic Review. Psych 2024;6(1):305
    CrossRef
  626. Rollwage M, Habicht J, Juchems K, Carrington B, Hauser TU, Harper R. Conversational AI facilitates mental health assessments and is associated with improved recovery rates. BMJ Innovations 2024;:bmjinnov-2023-001110
    CrossRef
  627. Nasir S, Khan RA, Bai S. Ethical Framework for Harnessing the Power of AI in Healthcare and Beyond. IEEE Access 2024;12:31014
    CrossRef
  628. Herbener AB, Klincewicz M, Damholdt MF. A narrative review of the active ingredients in psychotherapy delivered by conversational agents. Computers in Human Behavior Reports 2024;14:100401
    CrossRef
  629. SARIOĞLU EB, GÜREGEN EP. Duygusal Yalnızlığa Bir Çözüm Olarak Chatgpt: Kişilerarası İletişimin Yeni Aracı. Türkiye İletişim Araştırmaları Dergisi 2024;
    CrossRef
  630. MacNeill AL, MacNeill L, Yi S, Goudreau A, Luke A, Doucet S. Depiction of conversational agents as health professionals: a scoping review. JBI Evidence Synthesis 2024;
    CrossRef
  631. Ambrosio MDG, Lachman JM, Zinzer P, Gwebu H, Vyas S, Vallance I, Calderon F, Gardner F, Markle L, Stern D, Facciola C, Schley A, Danisa N, Brukwe K, Melendez-Torres G. A factorial randomised controlled trial to optimise user engagement in a chatbot-led parenting intervention in South Africa: Study protocol for the ParentText Optimisation Trial (Preprint). JMIR Research Protocols 2023;
    CrossRef
  632. Shidara K, Tanaka H, Adachi H, Kanayama D, Kudo T, Nakamura S. Adapting the Number of Questions Based on Detected Psychological Distress for Cognitive Behavioral Therapy With an Embodied Conversational Agent: Comparative Study. JMIR Formative Research 2024;8:e50056
    CrossRef
  633. Abdelhalim E, Anazodo KS, Gali N, Robson K. A framework of diversity, equity, and inclusion safeguards for chatbots. Business Horizons 2024;
    CrossRef
  634. Zafar F, Fakhare Alam L, Vivas RR, Wang J, Whei SJ, Mehmood S, Sadeghzadegan A, Lakkimsetti M, Nazir Z. The Role of Artificial Intelligence in Identifying Depression and Anxiety: A Comprehensive Literature Review. Cureus 2024;
    CrossRef
  635. Balan R, Dobrean A, Poetar CR. Use of automated conversational agents in improving young population mental health: a scoping review. npj Digital Medicine 2024;7(1)
    CrossRef
  636. Kuhail MA, Mathew SS, Khalil A, Berengueres J, Shah SJH. “Will I be replaced?” Assessing ChatGPT's effect on software development and programmer perceptions of AI tools. Science of Computer Programming 2024;235:103111
    CrossRef
  637. Nieves JC, Osorio M, Rojas-Velazquez D, Magallanes Y, Brännström A. Digital Companions for Well-being: Challenges and Opportunities. Journal of Intelligent & Fuzzy Systems 2024;:1
    CrossRef
  638. . Artificial empathy in healthcare chatbots: Does it feel authentic?. Computers in Human Behavior: Artificial Humans 2024;2(1):100067
    CrossRef
  639. Boian R, Bucur A, Todea D, Luca A, Rebedea T, Podina IR. A conversational agent framework for mental health screening: design, implementation, and usability. Behaviour & Information Technology 2024;:1
    CrossRef
  640. Zampatti S, Peconi C, Megalizzi D, Calvino G, Trastulli G, Cascella R, Strafella C, Caltagirone C, Giardina E. Innovations in Medicine: Exploring ChatGPT’s Impact on Rare Disorder Management. Genes 2024;15(4):421
    CrossRef
  641. Guingrich RE, Graziano MSA. Ascribing consciousness to artificial intelligence: human-AI interaction and its carry-over effects on human-human interaction. Frontiers in Psychology 2024;15
    CrossRef
  642. Kolaas K, Berman AH, Hedman-Lagerlöf E, Lindsäter E, Hybelius J, Axelsson E. Internet-delivered transdiagnostic psychological treatments for individuals with depression, anxiety or both: a systematic review with meta-analysis of randomised controlled trials. BMJ Open 2024;14(4):e075796
    CrossRef
  643. King Jr VL, Siegel G, Priesmeyer HR, Siegel LH, Potter JS. Development and Evaluation of a Digital App for Patient Self-Management of Opioid Use Disorder: Usability, Acceptability, and Utility Study. JMIR Formative Research 2024;8:e48068
    CrossRef
  644. Kataria A, Desai R, Kapadia H, Patel R, Maru A, Shah B, Pandya D. SENTI Aid: Sentiment Analysis on Personal Relations and Aiding Mental Health. International Journal of Innovative Science and Research Technology (IJISRT) 2024;:1699
    CrossRef
  645. Grodniewicz JP, Hohol M. Therapeutic Chatbots as Cognitive-Affective Artifacts. Topoi 2024;
    CrossRef
  646. Forman-Hoffman VL, Flom M, Montgomery R, Robinson A. Improvements in Work Productivity and Activity Impairment Among Adults With Anxiety or Depressive Symptoms Participating in a Relational Agent–Delivered Digital Mental Health Intervention. Journal of Occupational & Environmental Medicine 2024;66(3):e99
    CrossRef
  647. Cevasco KE, Morrison Brown RE, Woldeselassie R, Kaplan S. Patient Engagement with Conversational Agents in Health Applications 2016–2022: A Systematic Review and Meta-Analysis. Journal of Medical Systems 2024;48(1)
    CrossRef
  648. Laymouna M, Ma Y, Lessard D, Schuster T, Engler K, Lebouché B. Roles, Users, Benefits and Limitations of Chatbots in Healthcare: A Rapid Review (Preprint). Journal of Medical Internet Research 2024;
    CrossRef
  649. Jia X, He J, Zhang Q, Jin J. AdMISC: Advanced Multi-Task Learning and Feature-Fusion for Emotional Support Conversation. Electronics 2024;13(8):1484
    CrossRef
  650. Liu J, Ito S, Ngo TM, Lawate A, Ong QC, Fox TE, Chang SY, Phung D, Nair E, Palaiyan M, Joty S, Abisheganaden J, Lee CP, Lwin MO, Theng YL, Ho MR, Chia M, Bojic I, Car J. A pilot randomised controlled trial exploring the feasibility and efficacy of a human-AI sleep coaching model for improving sleep among university students. DIGITAL HEALTH 2024;10
    CrossRef
  651. Zhong W, Luo J, Zhang H. The therapeutic effectiveness of artificial intelligence-based chatbots in alleviation of depressive and anxiety symptoms in short-course treatments: A systematic review and meta-analysis. Journal of Affective Disorders 2024;356:459
    CrossRef
  652. Yeung AWK, Litvinova O, Bragazzi NL, Khader Y, Rahman MM, Said Z, Istepanian RSH, Koulaouzidis A, Aremu AO, Flanagan JM, Rabiee N, Islam SMS, Tewari D, Venkatachalam G, Orlando G, Niebauer J, Georgakilas AG, Saeb MR, Hrg D, Yuan Y, Imran MA, Cheng H, Souto EB, Devkota HP, Leone MA, Manjunatha JG, Tzvetkov NT, Matin M, Adamska O, Völkl-Kernstock S, Hammerle FP, Matin FB, Siddiquea BN, Wang D, Stoyanov J, Horbańczuk JO, Koszarska M, Parvanov E, Bartel I, Jóźwik A, Ksepka N, Zima-Kulisiewicz B, Schuller B, Pandey G, Bates D, Wong TY, Glicksberg BS, Banach M, Tomasik C, Kadry S, Wong ST, Lordan R, Nawaz FA, Singla RK, MohanaSundaram A, Mondal H, Juhi A, Mondal S, Cenanovic M, Zielińska A, Tsagkaris C, De R, Chandragiri SS, Damaševičius R, Nsengiyumva M, Stolarczyk A, Eminağa O, Cascella M, Willschke H, Atanasov AG. Digital health and mobile health: a bibliometric analysis of the 100 most cited papers and their contributing authors. Exploration of Digital Health Technologies 2024;:86
    CrossRef
  653. B. Sable A, Kapse DAS. A Framework Design for Centralised Monitoring of Patient Disease Diagnosis for Better Improvement. International Journal of Engineering and Advanced Technology 2024;13(4):47
    CrossRef

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  73. Kaywan P, Ahmed K, Miao Y, Ibaida A, Gu B. Health Information Science. 2021. Chapter 18:193
    CrossRef
  74. Chavda VP, Patel K, Patel S, Apostolopoulos V. Bioinformatics Tools for Pharmaceutical Drug Product Development. 2023. :285
    CrossRef
  75. Oliveira ALS, Matos LN, Junior MC, Delabrida ZNC. Computational Science and Its Applications – ICCSA 2021. 2021. Chapter 39:549
    CrossRef
  76. Moummou H, Tilaoui M, Mehindate KS, Zyad A, El Gharras H, Severo J, Gouiaa S, Rakaa T, Bour A, Bahi L. Nutrition and Human Health. 2022. Chapter 12:171
    CrossRef
  77. . Governing Privacy in Knowledge Commons. 2021. 3:70
    CrossRef
  78. Llera SJ, Shin KE, Erickson TM, Przeworski A, Newman MG. Comprehensive Clinical Psychology. 2022. :336
    CrossRef
  79. Lucero Fredes A, Cano S, Cubillos C, Díaz ME. HCI International 2022 – Late Breaking Papers: HCI for Health, Well-being, Universal Access and Healthy Aging. 2022. Chapter 8:108
    CrossRef
  80. Olaniyan OT, Adetunji CO, Dare A, Adeyomoye O, Adeniyi MJ, Enoch A. Artificial Intelligence for Neurological Disorders. 2023. :185
    CrossRef
  81. Luxton DD, Sirotin A. Innovations in Global Mental Health. 2021. Chapter 11:489
    CrossRef
  82. Ozkaynak M, Skiba D. Nursing Informatics. 2022. Chapter 19:267
    CrossRef
  83. Kuhlmeier FO, Gnewuch U, Lüttke S, Brakemeier E, Mädche A. The Transdisciplinary Reach of Design Science Research. 2022. Chapter 3:30
    CrossRef
  84. Karkosz S, Michałowski JM, Sanna K, Szczepaniak N, Konat B. HCI International 2022 Posters. 2022. Chapter 53:424
    CrossRef
  85. Faria H, Barbosa MA, Veloso B, Marcondes FS, Lima C, Durães D, Novais P. Intelligent Data Engineering and Automated Learning – IDEAL 2022. 2022. Chapter 22:223
    CrossRef
  86. Senaratne H, Melvin G, Oviatt S, Ellis K. Pervasive Computing Technologies for Healthcare. 2022. Chapter 12:164
    CrossRef
  87. Serrano Alves LP, Wiese IS, Chaves AP, Steinmacher I. Chatbot Research and Design. 2022. Chapter 6:90
    CrossRef
  88. . Reality Psychology. 2022. Chapter 11:171
    CrossRef
  89. Jha A, Bhoi AK, Saha SK, Singh A, Mukherjee S, Sharma B, Jayarani . Cognitive Computing for Risk Management. 2022. Chapter 2:31
    CrossRef
  90. . Psychiatry. 2022. Chapter 26:611
    CrossRef
  91. Zubiaga I, Justo R. Pattern Recognition and Image Analysis. 2022. Chapter 20:242
    CrossRef
  92. Olaniyan OT, Adetunji CO, Adeyomoye O, Dare A, Adeniyi MJ, Enoch A. Artificial Intelligence for Neurological Disorders. 2023. :171
    CrossRef
  93. Jiménez-Molina , Franco P, Mac-Ginty S, Martínez V. Prevention and Early Treatment of Depression Through the Life Course. 2023. Chapter 6:97
    CrossRef
  94. Simões de Almeida R, da Silva TP. Digital Therapies in Psychosocial Rehabilitation and Mental Health. 2022. chapter 11:226
    CrossRef
  95. . Artificial Intelligence for Healthcare Applications and Management. 2022. :323
    CrossRef
  96. Das A, Day TW, Kulkarni V, Buchanan A, Cottrell K, John NW, Chatterjee K. Augmenting Neurological Disorder Prediction and Rehabilitation Using Artificial Intelligence. 2022. :309
    CrossRef
  97. . The Handbook on Socially Interactive Agents. 2022. :403
    CrossRef
  98. Zohuri B, McDaniel P. Transcranial Magnetic and Electrical Brain Stimulation for Neurological Disorders. 2022. :343
    CrossRef
  99. Striegl J, Gotthardt M, Loitsch C, Weber G. Computers Helping People with Special Needs. 2022. Chapter 50:432
    CrossRef
  100. Luxton DD, Hudlicka E. Artificial Intelligence in Brain and Mental Health: Philosophical, Ethical & Policy Issues. 2021. Chapter 4:41
    CrossRef
  101. Tiffin PA, Paton LW. Shaping the Future of Child and Adolescent Mental Health. 2023. :81
    CrossRef
  102. Henkel T, Linn AJ, van der Goot MJ. Chatbot Research and Design. 2023. Chapter 6:83
    CrossRef
  103. Bickmore T, O'Leary T. Digital Therapeutics for Mental Health and Addiction. 2023. :99
    CrossRef
  104. Cheng Y, Xie C, Wang Y, Jiang H. The International Encyclopedia of Health Communication. 2022. :1
    CrossRef
  105. Glare P, Laranjo da Silva L, Kirisci L, Ashton-James C. Person Centered Medicine. 2023. Chapter 15:257
    CrossRef
  106. Pollard J, Quigley S, O’Brien M, Peterson S, Casey S. Handbook of Applied Behavior Analysis. 2023. Chapter 40:759
    CrossRef
  107. . Clinical Decision Support and Beyond. 2023. :715
    CrossRef
  108. . The Artefacts of Digital Mental Health. 2023. Chapter 1:1
    CrossRef
  109. . HCI International 2023 Posters. 2023. Chapter 5:39
    CrossRef
  110. . Sentiment Analysis in the Medical Domain. 2023. Chapter 2:11
    CrossRef
  111. Stock A, Schlögl S, Groth A. Artificial Intelligence in HCI. 2023. Chapter 13:179
    CrossRef
  112. Escobar-Planas M, Charisi V, Hupont I, Martínez-Hinarejos C, Gómez E. Chatbots - The AI-Driven Front-Line Services for Customers. 2023. Chapter 5
    CrossRef
  113. Striegl J, Loitsch C, Weber G. Human-Computer Interaction. 2023. Chapter 28:396
    CrossRef
  114. Rojc M, Ariöz U, Šafran V, Mlakar I. Chatbots - The AI-Driven Front-Line Services for Customers. 2023. Chapter 4
    CrossRef
  115. Taylor D, Buckley O, Aung H. HCI International 2023 Posters. 2023. Chapter 24:167
    CrossRef
  116. Larsen ME, Vo LC, Pratap A, Peters D. Tasman’s Psychiatry. 2023. Chapter 148-1:1
    CrossRef
  117. Tiwari A, Chugh A, Sharma A. Innovations in Artificial Intelligence and Human-Computer Interaction in the Digital Era. 2023. :173
    CrossRef
  118. Amorese T, McConvey G, Cuciniello M, Cordasco G, Bond R, Mulvenna M, Ennis E, Callejas Z, Esposito A. Proceedings of Eighth International Congress on Information and Communication Technology. 2024. Chapter 6:61
    CrossRef
  119. Gaggioli A, Cerasa A, Barresi G. mHealth and Human-Centered Design Towards Enhanced Health, Care, and Well-being. 2023. Chapter 2:21
    CrossRef
  120. Singh S, Joshi R, Jain P, Abilash K. Emotional AI and Human-AI Interactions in Social Networking. 2024. :191
    CrossRef
  121. . Proceedings of the Future Technologies Conference (FTC) 2023, Volume 1. 2023. Chapter 16:204
    CrossRef
  122. Apablaza J, Cano S. Social Computing and Social Media. 2023. Chapter 13:183
    CrossRef
  123. Duhan R, Pande C, Martin A. Perspectives in Business Informatics Research. 2023. Chapter 13:172
    CrossRef
  124. Ge Q, Liu L, Zhang H, Li L, Li X, Zhu X, Liao L, Song D. Proceedings of 2023 Chinese Intelligent Automation Conference. 2023. Chapter 36:361
    CrossRef
  125. Pedrelli P, Bentley KH, Pittman MA, Meyer AK, Fisher LB. The Massachusetts General Hospital Handbook of Cognitive Behavioral Therapy. 2023. Chapter 27:411
    CrossRef
  126. Kozłowski M, Gabor-Siatkowska K, Stefaniak I, Sowański M, Janicki A. Computational Science – ICCS 2023. 2023. Chapter 33:465
    CrossRef
  127. Afrin Z, Farid DM, Mamun KAA. Intelligent Systems and Data Science. 2024. Chapter 9:110
    CrossRef
  128. Mancini A, Fabbo A. Noninvasive Mechanical Ventilation and Neuropsychiatric Disorders. 2023. Chapter 33:345
    CrossRef
  129. Rahman TFA, Nayan NM. Advances in Visual Informatics. 2024. Chapter 8:87
    CrossRef
  130. Ghoshal N, Bhartia V, Tripathy BK, Tripathy A. Advances in Distributed Computing and Machine Learning. 2023. Chapter 39:465
    CrossRef
  131. Basu B, Garala K, Prajapati BG. Human‐Machine Interface. 2023. :329
    CrossRef
  132. Díaz Carrillo MDL, Ramírez Pírez MO, Lemos Chang GA. Applied Informatics. 2024. Chapter 10:138
    CrossRef
  133. Brandtzaeg PB, You Y, Wang X, Lao Y. HCI International 2023 – Late Breaking Papers. 2023. Chapter 1:3
    CrossRef
  134. . Digital Mental Health. 2023. Chapter 5:60
    CrossRef
  135. . Stepped Care 2.0: The Power of Conundrums. 2023. Chapter 2:21
    CrossRef
  136. Link M, Gerth S, Belikova-Gerth V, Jesse J. Entrepreneurship der Zukunft. 2023. Chapter 9:211
    CrossRef
  137. . The Theory of Mind Under Scrutiny. 2023. Chapter 23:723
    CrossRef
  138. . Advances in Sentiment Analysis - Techniques, Applications, and Challenges. 2024. Chapter 6
    CrossRef
  139. Collecchia G, De Gobbi R. AI in Clinical Practice. 2024. :91
    CrossRef
  140. Santos J, Faria L, Martins C. Intelligent Systems and Applications. 2024. Chapter 36:525
    CrossRef
  141. Pani B, Crawford J, Allen K. Applications of Generative AI. 2024. Chapter 13:261
    CrossRef
  142. Ho K, Park S, Lai M, Krakovsky S. Artificial Intelligence in Medicine. 2024. :71
    CrossRef
  143. Mehdi M, Hauck FJ, Pryss R, Schlee W. Textbook of Tinnitus. 2024. Chapter 57:731
    CrossRef
  144. Orji J, Chan G, Ndulue C, Orji R. Persuasive Technology. 2024. Chapter 18:237
    CrossRef