Depression and Mood Disorders; Suicide Prevention

Enhancing Predictive Accuracy of Mood Symptoms Using Wearable Devices and Machine Learning in Bipolar Disorder

P Keerthana Nair, Priyanka Renita D'Souza

JMIR Med Inform 2026 (Mar 12); 14:e92172

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Identifying Undiagnosed High-Risk Suicidality Cases by Matching Patients With a Similar Comorbidity Burden: Retrospective Observational Study

Louisa Bode, Rena Xu, Matthew Garber, Kenneth D Mandl, Andrew J Mcmurry

JMIR Form Res 2026 (Mar 12); 10:e81499

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Smartphone Addiction, Use Preferences, and Depression Among Older Adults in the Digital Context: Machine Learning Analysis of Survey Data

Sheng Chen, Yue Song, Chien-chung Huang

JMIR Aging 2026 (Mar 12); 9:e84703

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Development of a Practical Nomogram for Depression Risk Stratification in Older Adults With Hypertension and Diabetes: Retrospective Analysis of Data From the China Health and Retirement Longitudinal Study

Ting Peng, Ying Zhang, Rujia Miao, Jiangang Wang

JMIR Med Inform 2026 (Mar 12); 14:e81529

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Association Between Type D Personality and Cardiovascular Disease History: Cross-Sectional Study

Keren Grinberg, Yael Sela

JMIR Cardio 2026 (Mar 10); 10:e79159

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The Performance of Wearable Device–Based Artificial Intelligence in Detecting Depression: Systematic Review and Meta-Analysis

Jiawen Liu, Junhui Wang, Zhaobin Wu, Mohamad Ibrani Shahrimin Bin Adam Assim

JMIR Ment Health 2026 (Mar 10); 13:e85319

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Factors That Influence Patients’ Decisions About Repetitive Transcranial Magnetic Stimulation as a Treatment Option for Treatment-Resistant Depression: Protocol for a Prospective Mixed Methods Cohort Study

Alexandra Godinho, Sanvitti Dalmia, Steven Selchen, Daniel Tziatis, Pete Wegier

JMIR Res Protoc 2026 (Mar 06); 15:e82491

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Investigating the Impact of Lived Experience Stories on Self-Harm, Mood, and Help-Seeking Intentions: Web-Based Between-Participants Experimental Study in Individuals With Recent Self-Harm

Jennifer Ferrar, Lizzy Winstone, Ian Penton-Voak, Lucy Biddle, Paul Moran, Lydia Grace, Becky Mars

JMIR Hum Factors 2026 (Mar 04); 13:e71280

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Associations Between IT Job Stressors and Anxiety, Depression, and Stress: Cross-Sectional Study

Edlin Garcia Colato, Nianjun Liu, Angela Chow, Catherine M Sherwood-Laughlin, Jonathan T Macy

JMIRx Med 2026 (Mar 03); 7:e73211

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Machine Learning–Based Audiovisual Phenotyping for Measuring Communication, Shared Decision-Making, and Trust

Shely Khaikin, Vineet Tiruvadi, Jeffrey Brooks, Alice Baird, Anne-Catherine Grela-Mpoko, Lindsey Hoffman, Jadyn Crossley, Menachem Leasy, Jaime Fineman, Margot Savoy, Laura Igarabuza, Anuradha Paranjape, Cheryl YS Foo, Michael L Birnbaum, Yaara Zisman-Ilani

JMIR Form Res 2026 (Mar 03); 10:e85906

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Multimodal Virtual Reality Assessment of Medication Effects in Attention-Deficit/Hyperactivity Disorder and Its Distinction From Depression: Cross-Sectional Study

Laura Asché, Julian Pakos, Hannah Schrage, Johanna Schuder, Luisa Jung, Dario Sanchez, Benjamin Selaskowski, Annika Wiebe, Alexandra Philipsen, Niclas Braun

JMIR Hum Factors 2026 (Mar 02); 13:e85351

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Effects of Elastic Tape Associated With Pulmonary Rehabilitation in Male Individuals With Chronic Obstructive Pulmonary Disease: Protocol for a 2-Arm, Assessor-Blinded Randomized Controlled Trial

Thiago Fernandes Pinto, Juliana de Melo Batista dos Santos, Estéfane Caroline Monteiro Reis, Cibele C Berto Marques da Silva, Fabiano Francisco de Lima, Regina Maria Carvalho-Pinto, Celso Ricardo Fernandes Carvalho

JMIR Res Protoc 2026 (Feb 27); 15:e75029

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Understanding the Origins and Factors of Burnout in Physical Medicine and Rehabilitation: Grounded Theory Analysis

Robert Simpson, Eva Cohen, Stephanie Posa, Marina Wasilewski, Anthony Feinstein, Mark Bayley, Larry Robinson, Sarah Munce, Carolyn Steele Gray, Kristina Kokorelias

JMIR Rehabil Assist Technol 2026 (Feb 26); 13:e80499

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Contribution of Emotion Dynamics to Adolescent Psychosocial Well-Being: Protocol for a Longitudinal Study

Carli Mastronardi, Jade Powers, Rosanne Menna, Lance M Rappaport

JMIR Res Protoc 2026 (Feb 18); 15:e76333

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Evaluating an AI-Enabled Mobile Mental Health Monitoring Tool Among Family Caregivers of Adults Living With Cancer: Single-Arm Feasibility and Acceptability Trial Protocol

Chiara Acquati, Michael Aratow, Tahmida Nazreen, Arunima Bhattacharjee, Isabella K Marra, Ashley S Alexander

JMIR Res Protoc 2026 (Feb 12); 15:e83276

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Using AI to Train Future Clinicians in Depression Assessment: Feasibility Study

Friederike Holderried, Alessandra Sonanini, Annika Philipps, Christian Stegemann-Philipps, Lea Herschbach, Teresa Festl-Wietek, Stephan Zipfel, Rebecca Erschens, Anne Herrmann-Werner

JMIR Med Educ 2026 (Feb 12); 12:e87102

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Text-Based Depression Estimation Using Machine Learning With Standard Labels: Systematic Review and Meta-Analysis

Shengming Zhang, Chaohai Zhang, Jiaxin Zhang

J Med Internet Res 2026 (Feb 11); 28:e82686

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Association of Daily Step Count With Depressive Symptoms in Patients With Major Depressive Disorder Using a Smartphone App (ReMAP): Longitudinal Study

Alexander Refisch, Lara Gutfleisch, Daniel Emden, Vincent Holstein, Marius Gruber, Janik Goltermann, Maike Richter, Janette Ratzsch, Anna Fleuchhaus, Elisabeth Leehr, Susanne Meinert, Tiana Borgers, Kira Flinkenfügel, Frederike Stein, Florian Thomas-Odenthal, Paula Usemann, Lea Teutenberg, Nina Alexander, Ronny Redlich, Igor Nenadić, Tilo Kircher, Udo Dannlowski, Tim Hahn, Nils Opel

JMIR Ment Health 2026 (Feb 10); 13:e81120

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Iterative Large Language Model–Guided Sampling and Expert-Annotated Benchmark Corpus for Harmful Suicide Content Detection: Development and Validation Study

Kyumin Park, Myung Jae Baik, YeongJun Hwang, Yen Shin, HoJae Lee, Ruda Lee, Sang Min Lee, Je Young Hannah Sun, Ah Rah Lee, Si Yeun Yoon, Dong-ho Lee, Jihyung Moon, JinYeong Bak, Kyunghyun Cho, Jong-Woo Paik, Sungjoon Park

JMIR Med Inform 2026 (Feb 05); 14:e73725

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Key Components and Barriers in Web-Based Suicide Prevention Gatekeeper Training: Systematic Narrative Review

Olivier Ferlatte, Emmanuelle Gareau, Keven Lee, Kinda Wassef, John Lindsay Oliffe, Hannah Kia, Brock Dumville

J Med Internet Res 2026 (Feb 05); 28:e81572

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