Innovations in Mental Health Systems

Early Attrition Prediction for Web-Based Interpretation Bias Modification to Reduce Anxious Thinking: A Machine Learning Study

Sonia Baee, Jeremy W Eberle, Anna N Baglione, Tyler Spears, Elijah Lewis, Hongning Wang, Daniel H Funk, Bethany Teachman, Laura E Barnes

JMIR Ment Health 2024 (Dec 20); 11:e51567

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Effectiveness of an Internet-Based Acceptance and Commitment Therapy Intervention for Reducing Psychological Distress in Health Care Professionals: Randomized Controlled Trial

Lin Zhang, Shuang Huang, Sha Liu, Yuanxiu Huang, Shan Chen, Jinsong Hu, Mingzhong Xu

J Med Internet Res 2024 (Dec 18); 26:e59093

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Integrating Patient-Generated Digital Data Into Mental Health Therapy: Mixed Methods Analysis of User Experience

Lauren Southwick, Meghana Sharma, Sunny Rai, Rinad S Beidas, David S Mandell, David A Asch, Brenda Curtis, Sharath Chandra Guntuku, Raina M Merchant

JMIR Ment Health 2024 (Dec 16); 11:e59785

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The Use of a Digital Well-Being App (Stay Strong App) With Indigenous People in Prison: Randomized Controlled Trial

Elke Perdacher, David Kavanagh, Jeanie Sheffield, Penny Dale, Edward Heffernan

JMIR Ment Health 2024 (Dec 06); 11:e53280

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Intention to Seek Mental Health Services During the 2022 Shanghai COVID-19 City-Wide Lockdown: Web-Based Cross-Sectional Study

Lingzi Luo, Gen Li, Weiming Tang, Dan Wu, Brian Hall

JMIR Form Res 2024 (Dec 02); 8:e51470

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Digital Health Interventions for Informal Family Caregivers of People With First-Episode Psychosis: Systematic Review on User Experience and Effectiveness

Pauline Sarah Münchenberg, Dinara Yessimova, Dimitra Panteli, Tobias Kurth

JMIR Ment Health 2024 (Nov 28); 11:e63743

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Effectiveness of a Novel Web-Based Intervention to Enhance Therapeutic Relationships and Treatment Outcomes in Adult Individual Psychotherapy: Randomized Controlled Trial and Analysis of Predictors of Dropouts

Alberto Stefana, Paolo Fusar-Poli, Eduard Vieta, Eric A Youngstrom

JMIR Ment Health 2024 (Nov 27); 11:e63234

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Mental Health Care Navigation Tools in Australia: Infoveillance Study

Cindy E Woods, Mary-Anne Furst, Manoj Dissanayake, Jane Koerner, Carlota de Miquel, Sue Lukersmith, Sebastian Rosenberg, Luis Salvador-Carulla

JMIR Public Health Surveill 2024 (Nov 22); 10:e60079

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Comprehensive Symptom Prediction in Inpatients With Acute Psychiatric Disorders Using Wearable-Based Deep Learning Models: Development and Validation Study

Minseok Hong, Ri-Ra Kang, Jeong Hun Yang, Sang Jin Rhee, Hyunju Lee, Yong-gyom Kim, KangYoon Lee, HongGi Kim, Yu Sang Lee, Tak Youn, Se Hyun Kim, Yong Min Ahn

J Med Internet Res 2024 (Nov 13); 26:e65994

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Preliminary Feasibility of a Novel Mind-Body Program to Prevent Persistent Concussion Symptoms Among Young Adults With Anxiety: Nonrandomized Open Pilot Study

Molly Elizabeth Becker, Nadine Stratton Levey, Gloria Y Yeh, Joseph Giacino, Grant Iverson, Noah Silverberg, Robert A Parker, Ellen McKinnon, Caitlin Siravo, Priyanca Shah, Ana-Maria Vranceanu, Jonathan Greenberg

JMIR Form Res 2024 (Nov 08); 8:e64540

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Exploring Psychotherapists’ Attitudes on Internet- and Mobile-Based Interventions in Germany: Thematic Analysis

Anne Sophie Hildebrand, Jari Planert, Alla Machulska, Lena Maria Margraf, Kati Roesmann, Tim Klucken

JMIR Form Res 2024 (Nov 07); 8:e51832

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Predictors of Engagement in Multiple Modalities of Digital Mental Health Treatments: Longitudinal Study

Molly Aideen Nowels, Meghan McDarby, Lilla Brody, Evan Kleiman, Sara Sagui Henson, Cynthia Castro Sweet, Elissa Kozlov

J Med Internet Res 2024 (Nov 07); 26:e48696

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Building Mutually Beneficial Collaborations Between Digital Navigators, Mental Health Professionals, and Clients: Naturalistic Observational Case Study

Carla Gorban, Sarah McKenna, Min K Chong, William Capon, Robert Battisti, Alison Crowley, Bradley Whitwell, Antonia Ottavio, Elizabeth M Scott, Ian B Hickie, Frank Iorfino

JMIR Ment Health 2024 (Nov 06); 11:e58068

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Evaluating the Implementation and Clinical Effectiveness of an Innovative Digital First Care Model for Behavioral Health Using the RE-AIM Framework: Quantitative Evaluation

Samuel S Nordberg, Brittany A Jaso-Yim, Pratha Sah, Keke Schuler, Mara Eyllon, Mariesa Pennine, Georgia H Hoyler, J Ben Barnes, Lily Hong Murillo, Heather O'Dea, Laura Orth, Elizabeth Rogers, George Welch, Gabrielle Peloquin, Soo Jeong Youn

J Med Internet Res 2024 (Oct 30); 26:e54528

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Measurement-Based Care in a Remote Intensive Outpatient Program: Pilot Implementation Initiative

Komal Kumar, Amber W Childs, Jonathan Kohlmeier, Elizabeth Kroll, Izabella Zant, Stephanie Stolzenbach, Caroline Fenkel

JMIR Form Res 2024 (Oct 23); 8:e58994

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Empowering Mental Health Monitoring Using a Macro-Micro Personalization Framework for Multimodal-Multitask Learning: Descriptive Study

Meishu Song, Zijiang Yang, Andreas Triantafyllopoulos, Zixing Zhang, Zhe Nan, Muxuan Tang, Hiroki Takeuchi, Toru Nakamura, Akifumi Kishi, Tetsuro Ishizawa, Kazuhiro Yoshiuchi, Björn Schuller, Yoshiharu Yamamoto

JMIR Ment Health 2024 (Oct 18); 11:e59512

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Clinical Use of Mental Health Digital Therapeutics in a Large Health Care Delivery System: Retrospective Patient Cohort Study and Provider Survey

Samuel J Ridout, Kathryn K Ridout, Teresa Y Lin, Cynthia I Campbell

JMIR Ment Health 2024 (Oct 02); 11:e56574

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Equity in Digital Mental Health Interventions in the United States: Where to Next?

Athena Robinson, Megan Flom, Valerie L Forman-Hoffman, Trina Histon, Monique Levy, Alison Darcy, Toluwalase Ajayi, David C Mohr, Paul Wicks, Carolyn Greene, Robert M Montgomery

J Med Internet Res 2024 (Sep 24); 26:e59939

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We Have Spent Time, Money, and Effort Making Self-Help Digital Mental Health Interventions: Is Anyone Going to Come to the Party?

Skye Fitzpatrick, Alexander O Crenshaw, Victoria Donkin, Alexis Collins, Angela Xiang, Elizabeth A Earle, Kamya Goenka, Sonya Varma, Julianne Bushe, Tara McFadden, Andrea Librado, Candice Monson

J Med Internet Res 2024 (Sep 19); 26:e58198

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Patient Perspectives on AI for Mental Health Care: Cross-Sectional Survey Study

Natalie Benda, Pooja Desai, Zayan Reza, Anna Zheng, Shiveen Kumar, Sarah Harkins, Alison Hermann, Yiye Zhang, Rochelle Joly, Jessica Kim, Jyotishman Pathak, Meghan Reading Turchioe

JMIR Ment Health 2024 (Sep 18); 11:e58462

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