Diagnostic Tools in Mental Health

Language, Speech, and Facial Expression Features for Artificial Intelligence–Based Detection of Cancer Survivors’ Depression: Scoping Meta-Review

Urška Smrke, Izidor Mlakar, Simon Lin, Bojan Musil, Nejc Plohl

JMIR Ment Health 2021 (Dec 06); 8(12):e30439

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A Virtual Supermarket Program for the Screening of Mild Cognitive Impairment in Older Adults: Diagnostic Accuracy Study

Mingli Yan, Huiru Yin, Qiuyan Meng, Shuo Wang, Yiwen Ding, Guichen Li, Chunyan Wang, Li Chen

JMIR Serious Games 2021 (Dec 03); 9(4):e30919

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Assessing the Views of Professionals, Patients, and Care Partners Concerning the Use of Computer Tools in Memory Clinics: International Survey Study

Aniek M van Gils, Leonie NC Visser, Heleen MA Hendriksen, Jean Georges, Majon Muller, Femke H Bouwman, Wiesje M van der Flier, Hanneke FM Rhodius-Meester

JMIR Form Res 2021 (Dec 03); 5(12):e31053

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Short Form of the Pediatric Symptom Checklist-Youth Self-Report (PSC-17-Y): Spanish Validation Study

Jose A Piqueras, Verónica Vidal-Arenas, Raquel Falcó, Beatriz Moreno-Amador, Juan C Marzo, Juliana M Holcomb, Michael Murphy

J Med Internet Res 2021 (Dec 01); 23(12):e31127

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Machine Learning Methods for Predicting Postpartum Depression: Scoping Review

Kiran Saqib, Amber Fozia Khan, Zahid Ahmad Butt

JMIR Ment Health 2021 (Nov 24); 8(11):e29838

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The Role of Machine Learning in Diagnosing Bipolar Disorder: Scoping Review

Zainab Jan, Noor AI-Ansari, Osama Mousa, Alaa Abd-alrazaq, Arfan Ahmed, Tanvir Alam, Mowafa Househ

J Med Internet Res 2021 (Nov 19); 23(11):e29749

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Prevalence and Temporal Trends Analysis of Screening and Diagnostic Instruments in Posttraumatic Stress Disorder: Text Mining Study

Hui Zong, Binyang Hu, Yang Han, Zuofeng Li, Xiaoyan Zhang

JMIR Ment Health 2021 (Nov 17); 8(11):e33599

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Development of a Severity Score and Comparison With Validated Measures for Depression and Anxiety: Validation Study

William Lynch, Michael L Platt, Adam Pardes

JMIR Form Res 2021 (Nov 10); 5(11):e30313

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Toward an Extended Definition of Major Depressive Disorder Symptomatology: Digital Assessment and Cross-validation Study

Nayra A Martin-Key, Dan-Mircea Mirea, Tony Olmert, Jason Cooper, Sung Yeon Sarah Han, Giles Barton-Owen, Lynn Farrag, Emily Bell, Pawel Eljasz, Daniel Cowell, Jakub Tomasik, Sabine Bahn

JMIR Form Res 2021 (Oct 28); 5(10):e27908

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Computer-Aided Screening of Autism Spectrum Disorder: Eye-Tracking Study Using Data Visualization and Deep Learning

Federica Cilia, Romuald Carette, Mahmoud Elbattah, Gilles Dequen, Jean-Luc Guérin, Jérôme Bosche, Luc Vandromme, Barbara Le Driant

JMIR Hum Factors 2021 (Oct 25); 8(4):e27706

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Evaluating the Clinical Feasibility of an Artificial Intelligence–Powered, Web-Based Clinical Decision Support System for the Treatment of Depression in Adults: Longitudinal Feasibility Study

Christina Popescu, Grace Golden, David Benrimoh, Myriam Tanguay-Sela, Dominique Slowey, Eryn Lundrigan, Jérôme Williams, Bennet Desormeau, Divyesh Kardani, Tamara Perez, Colleen Rollins, Sonia Israel, Kelly Perlman, Caitrin Armstrong, Jacob Baxter, Kate Whitmore, Marie-Jeanne Fradette, Kaelan Felcarek-Hope, Ghassen Soufi, Robert Fratila, Joseph Mehltretter, Karl Looper, Warren Steiner, Soham Rej, Jordan F Karp, Katherine Heller, Sagar V Parikh, Rebecca McGuire-Snieckus, Manuela Ferrari, Howard Margolese, Gustavo Turecki

JMIR Form Res 2021 (Oct 25); 5(10):e31862

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Psychometric Properties of the Internet Gaming Disorder Scale–Short-Form (IGDS9-SF): Systematic Review

Lok Y J Poon, Hector W H Tsang, Tsan Y J Chan, Sze W T Man, Lok Y Ng, Yi L E Wong, Chung-Ying Lin, Chi-Wen Chien, Mark D Griffiths, Halley M Pontes, Amir H Pakpour

J Med Internet Res 2021 (Oct 18); 23(10):e26821

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Prevention of Suicidal Relapses in Adolescents With a Smartphone Application: Bayesian Network Analysis of a Preclinical Trial Using In Silico Patient Simulations

Stephane Mouchabac, Philippe Leray, Vladimir Adrien, Fanny Gollier-Briant, Olivier Bonnot

J Med Internet Res 2021 (Sep 30); 23(9):e24560

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Using Acoustic Speech Patterns From Smartphones to Investigate Mood Disorders: Scoping Review

Olivia Flanagan, Amy Chan, Partha Roop, Frederick Sundram

JMIR Mhealth Uhealth 2021 (Sep 17); 9(9):e24352

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Tablet-Based Cognitive Impairment Screening for Adults With HIV Seeking Clinical Care: Observational Study

Leah H Rubin, Joan Severson, Thomas D Marcotte, Micah J Savin, Allen Best, Shane Johnson, Joshua Cosman, Michael Merickel, Alison Buchholz, Victor A Del Bene, Lois Eldred, Ned C Sacktor, Joelle-Beverlie Fuchs, Keri N Althoff, Richard D Moore

JMIR Ment Health 2021 (Sep 09); 8(9):e25660

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Classification of Children With Autism and Typical Development Using Eye-Tracking Data From Face-to-Face Conversations: Machine Learning Model Development and Performance Evaluation

Zhong Zhao, Haiming Tang, Xiaobin Zhang, Xingda Qu, Xinyao Hu, Jianping Lu

J Med Internet Res 2021 (Aug 26); 23(8):e29328

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Automated Screening for Social Anxiety, Generalized Anxiety, and Depression From Objective Smartphone-Collected Data: Cross-sectional Study

Daniel Di Matteo, Kathryn Fotinos, Sachinthya Lokuge, Geneva Mason, Tia Sternat, Martin A Katzman, Jonathan Rose

J Med Internet Res 2021 (Aug 13); 23(8):e28918

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Estimation of Psychological Distress in Japanese Youth Through Narrative Writing: Text-Based Stylometric and Sentiment Analyses

Masae Manabe, Kongmeng Liew, Shuntaro Yada, Shoko Wakamiya, Eiji Aramaki

JMIR Form Res 2021 (Aug 12); 5(8):e29500

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Understanding People’s Use of and Perspectives on Mood-Tracking Apps: Interview Study

Stephen M Schueller, Martha Neary, Jocelyn Lai, Daniel A Epstein

JMIR Ment Health 2021 (Aug 11); 8(8):e29368

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Validity of the Aktibipo Self-rating Questionnaire for the Digital Self-assessment of Mood and Relapse Detection in Patients With Bipolar Disorder: Instrument Validation Study

Jiří Anýž, Eduard Bakštein, Andrea Dally, Marián Kolenič, Jaroslav Hlinka, Tereza Hartmannová, Kateřina Urbanová, Christoph U Correll, Daniel Novák, Filip Španiel

JMIR Ment Health 2021 (Aug 09); 8(8):e26348

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