Depression and Mood Disorders; Suicide Prevention

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Articles published in 2026 in this theme: 212 (scroll down to load remaining articles)

2026

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Human-in-the-Loop Suicide Risk Detection and Clinical Escalation in a Generative AI Mental Health Chatbot: Prospective Implementation Study

Suzette Glasner, Darcy Michero, Matthew Stewart

JMIR Form Res 2026 (Oct 23); 10:e106118

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Feasibility and Acceptability of Videoconference-Based Family Psychoeducation for Young Adult Caregivers of Family Members With Major Depressive Disorder: Protocol for a Pilot Randomized Controlled Trial

Hideki Nakamura, Sho Okawa, Hiroki Tanoue, Yoshihiro Goto, Akari Matsuzawa, Keiko Ito

JMIR Res Protoc 2026 (Oct 23); 15:e105182

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Online Behavioral Digital Phenotyping for Depression: Scoping Review of Behavioral Features and Exploratory Assessment of Research Domain Criteria Construct Relevance

Qiuyan Ren, Jing Chi, Yuman Li, Ping Zhao, Meiqin Luo, Jiale Sun, Yan He, Jianhong Liu, Lin Luo, Yanni Wu

J Med Internet Res 2026 (Oct 21); 28:e101329

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Assisting Screening of Adolescent Depression With Large Language Models as Symptom Detectors: Algorithm Development and Validation

Mariia Ignashina, Paulina Bondaronek, Parand Shams, Joanne Osuchukwu, Daniel Santel, John Pestian, Julia Ive

JMIR Form Res 2026 (Oct 21); 10:e71614

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Navigating Suicide-Related Online Content in Individuals With Lived Experience of Suicidality: Cross-Sectional Survey

Jacob Greaves, Dafni Katsampa, Anna Lavis, Lydia Grace, Ciara Harris, Ian Marsh, Lisa Marzano

J Med Internet Res 2026 (Oct 20); 28:e92693

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Incorporating Data From Text Messages and Email Into Psychotherapy: Randomized Controlled Trial

Ipsit V Vahia, Julia Kimball, Boyu Ren, Hailey Cray, Rebecca Dickinson, Heejung Kim, Dylan X Guan, Kerry J Ressler

JMIR Ment Health 2026 (Oct 19); 13:e93446

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Symptom Trajectories and Attendance in Face-to-Face and Online Psychiatric Follow-Up for Major Depressive Disorder and Anxiety Symptoms: Prospective Observational Cohort Study

Doğan Akalın, Vesile Şentürk Cankorur

JMIR Form Res 2026 (Oct 19); 10:e97656

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Nonlinear Feature Modeling Using Kolmogorov-Arnold Networks in Electroencephalography for Depression Classification: Deep Learning Study

Bin Yang, Yongfeng Fan, Xinhong Wei, Chunlei Shi

JMIR AI 2026 (Oct 19); 5:e101076

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Key Decision Points for Personalization and Customization in Self-Guided Digital Suicide Prevention: Qualitative Interview Study

Zhiying Quan, Catherine Chen, Sarah A Popowski, Theresa Nguyen, Kevin Rushton, Madhu Reddy, David C Mohr, Kimberly A Van Orden, Jonah Meyerhoff

JMIR Form Res 2026 (Oct 14); 10:e95930

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Support-Seeking After Market Withdrawal of a Purpose-Built AI Well-Being Tool (Ash): Cross-Sectional Survey

Caitlin A Stamatis, Kaylee P Kruzan, Josh Hsu, Mark A Ungless, Thomas D Hull

JMIR Med Inform 2026 (Oct 13); 14:e96515

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Perceptions and Attitudes Regarding Postpartum Depression on Reddit: Inductive Content Analysis

Ananta Srivastava, Farah Mawlawi, Anita Nelson

Online J Public Health Inform 2026 (Oct 13); 18:e105765

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Magnitude and Moderators of Depressive Symptom Improvement in Digital Placebo Arms: Systematic Review and Meta-Analysis

Takashi Hosono, Rinka Tsutsumi, Yuki Niwa, Masuo Kondoh

J Med Internet Res 2026 (Oct 09); 28:e100426

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Suicide-Related Responses From AI Chatbots Through Application Programming Interfaces and Consumer-Facing Apps: Observational Cross-Sectional Comparative Study

Jonathan Cantor, Adrian Salas, Li Ang Zhang, Ellice Huang, Fang Zhang, Alyssa Burnett, Andrew Lohn, Pat Pataranutaporn, Benjamin Rader, Hao Yu, Ryan K McBain

J Med Internet Res 2026 (Oct 09); 28:e97968

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Incorporating Objective Behavioral and Biological Measures in a Large-Scale Decentralized Mobile Health Trial for Depression: Randomized Controlled Trial

Wendy S-Y Lau, Caroline M Swords, Margaret W Thairu, Nelson Hidalgo, Raquel Tatar, Hadley Rahrig, Christine D Wilson-Mendenhall, Daniel W Grupe, Robin I Goldman, Nathaniel J Vack, Craig Ferguson, Gabriela Valdivia, Kris Sankaran, Corrina Frye, Cortland J Dahl, Robert Lewis, Estelle T Higgins, Mason Garza, Zishan Jiwani, Matthew J Hirshberg, Amit Bernstein, Ellen Converse, Sona Dimidjian, Earlise C Ward, Gregory E Miller, Thomas W McDade, Rosalind W Picard, Jo Handelsman, Melissa A Rosenkranz, Heather C Abercrombie, Richard J Davidson, Simon B Goldberg

JMIR Ment Health 2026 (Oct 09); 13:e92589

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Ensemble of Domain-Specific Natural Language Processing and Large Language Models for Detecting Suicidal Ideation and Mental Health Conditions in Social Media Text: Development and Evaluation Study

Thomas Kallstenius, Basil Duvernoy, Adam Kallstenius, Andrea Johansson Capusan, Adam Williamson

JMIR Ment Health 2026 (Oct 08); 13:e98925

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Sad teenager sitting alone on steps, head down, conveying feelings of depression and isolation.

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Development and Internal Validation of an Interpretable Machine Learning Model for Identifying Past-Year Nonsuicidal Self-Injury Among Adolescents With Depression: Retrospective Study

Gaoyang Liu, Chenxi Yang, Wendan Chen, Ningning Ding, Wenwen Tian, Xinwu Ye, Mengdan Luo, Xinnan Mao, Guohua Zhang, Ke Zheng

JMIR Pediatr Parent 2026 (Oct 08); 9:e95340

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Using App Store Reviews to Explore User Experiences and Perceptions of Mental Health Mobile Apps: Qualitative Study

Rachana Talekar, Israel Arevalo, Blanca Macareno, Whitney Garney

JMIR Form Res 2026 (Oct 08); 10:e97517

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Remote Longitudinal Tracking of Sleep, Depression, and Cognition Across Early Adolescence: Protocol for a Longitudinal Observational Study

Katharine C Simon, Lia Galut, Spencer Polk, Shun Iwata, Weining Shen, Mahyar Abbasian, Amir Rahmani, Uma Rao, Jessica L Borelli, Sara C Mednick

JMIR Res Protoc 2026 (Oct 06); 15:e86345

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Woman working on laptop displaying "MENTAL HEALTH" text

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Australian Digital Mental Health Services for Anxiety and Depression: Meta-Analysis and Comparison Study

Bridget Bassilios, Katrina J Scurrah, Amy J Morgan, Leo Roberts, Maria Ftanou, Matthew J Spittal

JMIR Form Res 2026 (Oct 06); 10:e90121

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Doctor with stethoscope and waveform, representing telehealth consultation.

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Voice-Enabled Virtual Patients for Interactive Training in Standardized Clinical Assessment: Mixed Methods Pilot Study

Veronica Bossio Botero, Vijay Yadav, Jacob Ouyang, Anzar Abbas, Michelle Worthington

J Med Internet Res 2026 (Oct 02); 28:e89066

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