Wearable Devices and Sensors

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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Effects of Digital Health Interventions on Functional and Psychological Outcomes in Older Patients With Hip Fractures: Systematic Review and Meta-Analysis of Randomized Controlled Trials

Wei Fan, Qi Zhang, Qunfeng Lu

J Med Internet Res 2026 (Mar 12); 28:e79563

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Patient-Perceived Factors Influencing Physical Activity Sensor Use in Stroke Prevention and Rehabilitation: Systematic Review of Qualitative Studies Using Thematic Synthesis

Paul Harris, Ingrid Maine

JMIR Rehabil Assist Technol 2026 (Mar 12); 13:e86915

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Real-Time Cardiac Biofeedback Intervention: Experiences of Patient and Public Involvement in a Randomized Controlled Trial

Marina Bobou, Michal Tanzer, Alkistis Saramandi, Caroline Selai, Paul M Jenkinson, Aikaterini Fotopoulou

J Particip Med 2026 (Mar 12); 18:e84737

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Clinical and Behavioral Outcomes During 4 Weeks of Home-Based Self-Administered Transcranial Direct Current Stimulation in Perinatal Women With Depressive Symptoms: Open-Label Exploratory Pilot Study

Sehwan Park, Gangho Do, Jaesub Park, Min-Kyoung Kim, Sra Jung, Hyun-Ju Kim, Hee Young Cho

JMIR Form Res 2026 (Mar 12); 10:e56454

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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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The Use and Utility of Wearable Devices for Tracking Sleep and Activity in Inpatient Mental Health Settings: Protocol for a Rapid Review

Gillian Strudwick, Hwayeon Danielle Shin, Iman Kassam, Karishini Ramamoorthi, Benjamin Rosen, Michelle A Patriquin, Justin Baker, Nicholas Neufeld

JMIR Res Protoc 2026 (Mar 10); 15:e82290

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Association Between Digital Biomarkers of Health and Anxiety: Systematic Review and Meta-Analysis

Yolanda Lau, Natalia Chemas, Heema Ajeet Gokani, Rachel Morrell, Harisd Phannarus, Claudia Cooper, Zuzana Walker, Harriet Demnitz-King, Natalie L Marchant

J Med Internet Res 2026 (Mar 09); 28:e73812

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Assistive Technologies for Pulse-Based Tele-Practice in Traditional Chinese Medicine: Two-Phase, Dual-Method Feasibility and Pilot Study

Jia Yin Ruan, Shucheng Chen, Minru Wu, Shuhan Li, Yuan Shan Ho, Ka Lun Fan, Wing Leung Chow, Leung Chiu, Wing Fai Yeung

JMIR Hum Factors 2026 (Mar 06); 13:e77740

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Development and Validation of a Novel Lymphedema Monitoring System Using a Bodysuit and a Smartphone: Prospective Comparative Study

Ryo Karakawa, Hidehiko Yoshimatsu, Katsu Karakawa, Kuniko Utsugi, Kengo Ono, Eri Kojima, Takayasu Yamada, Duncan Thomas Eason, Francois Jean Leon Goffinet, Tomoyuki Yano

JMIR Mhealth Uhealth 2026 (Mar 06); 14:e77935

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Standardized Methods for Evaluating Physical and Eating Behaviors: The WEALTH Cross-Sectional Study Protocol

Grainne Hayes, Christoph Buck, Greet Cardon, Richard Cimler, Steriani Elavsky, Leopold Fezeu K, Janas M Harrington, Jitka Kühnová, Jean-Michel Oppert, Luis Sigcha, Pepijn Van de Ven, Tomas Vetrovsky, Catherine B Woods, Antje Hebestreit, Alan E Donnelly

JMIR Res Protoc 2026 (Mar 06); 15:e70186

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Monitoring Respiratory Health in Children With Acute Asthma Using Wearable Electrical Bioimpedance and Breath Sounds: Observational Case-Control Study

Jesus Antonio Sanchez-Perez, John Berkebile, Natalie Jordan, Kevin Maher, Omer Inan, Jocelyn Grunwell

JMIR Mhealth Uhealth 2026 (Mar 05); 14:e72979

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Tracking Cognitive Health With Wearables in Telerehabilitation Female Participants: Could Nighttime Sleep Measures Be Used as Sex-Specific Digital Endpoints?

Stephanie J Zawada, Louis Faust, Emma Fortune

JMIR Neurotech 2026 (Mar 05); 5:e81318

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Evaluation of a Stretching Forearm Sleeve for Lateral Epicondylitis: Repeated Measures Study

Adriana M Ríos Rincón, Christine Guptill, Ann Tran, Rija Kamran, Salamah Alshammari, Antonio Miguel Cruz

JMIR Rehabil Assist Technol 2026 (Mar 04); 13:e80400

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Real-Time Type 1 Diabetes Self-Management Decision-Making in Adolescents: Protocol for a Longitudinal Mixed Methods Study Using Text Messaging and Continuous Glucose Monitoring

Melissa DeJonckheere, Samantha A Chuisano, Juniar Lucien, Fouzaan Amjad, Oorvi Duvvuri, Hasan Khan, Maryam Khan, Rafee Mirza, Maya Joy Ollivierre, Timothy Guetterman, Yu Kuei Lin, Lorraine R Buis, James E Aikens, Caroline Richardson, Joyce M Lee

JMIR Res Protoc 2026 (Mar 04); 15:e83218

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Individual Variability in Physiological Responses and Psychological Conditions Associated With Methamphetamine Use: Pilot Ecological Momentary Assessment Study Using a Wearable Device and Self-Monitoring Mobile App

Ayumi Takano, Kayo Okuda, Jun Sese, Koki Ono, Toshihiko Matsumoto

JMIR Form Res 2026 (Mar 02); 10:e73790

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Applications of Smart Textiles for Ambulatory Electrocardiogram Monitoring: Scoping Review of the Literature

Clarissa Pedrini Schuch, Gabriela Chaves, Bastien Moineau, Sarah Bennett, Meysam Pirbaglou, Edwin Martin Lobo, Milad Alizadeh-Meghrazi

JMIR Cardio 2026 (Mar 02); 10:e74261

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Implementation of a Personalized Medicine Approach in Patients With Type 2 Diabetes Mellitus Receiving Multiple Daily Insulin Injections (POMA Project): Protocol for a Before-and-After Intervention Study

Rosa Giné-Balcells, Bogdan Vlacho, Olga Carmen Vidal-Pérez, Albert Lecube, Josep Franch-Nadal, Dídac Mauricio, Àngels Molló-Iniesta, Marta Hernández, POMA Study Group

JMIR Res Protoc 2026 (Feb 24); 15:e85375

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AI and Wearables for Early Detection of Cognitive Impairment and Dementia: Systematic Review

Ander Cejudo, Markel Arrojo, Cristina Martín, Aitor Almeida

J Med Internet Res 2026 (Feb 23); 28:e86262

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An Early-Stage Digital Therapeutic Intervention to Enhance Affective Response During Physical Activity Among Adults With Overweight or Obesity: Benchmark-Driven Formative Testing Study

Rachel Crosley-Lyons, Lori Hatzinger, Micaela Hewus, Wei-Lin Wang, Delfien Van Dyck, Jimi Huh, Eric Hekler, Genevieve F Dunton

JMIR Hum Factors 2026 (Feb 20); 13:e71472

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