mHealth for Data Collection and Research

Articles published in this theme: 1285 (scroll down to load remaining articles)

2026

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Feasibility of Integrating Wearable Devices and Ecological Momentary Assessment for Real-Time Environmental Exposure Estimation: Proof-of-Concept Study

Sameera Ramjan, Melissa Blum, Rung-Yu Tseng, Katherine Davey, Ahmed Duke Shereen, Yoko Nomura

JMIR Form Res 2026 (May 08); 10:e86615

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Fully Anonymized Digital Health Data Acquisition in a Research Partnership Using a Blinded Deidentification Proxy in the HerzFit App: Implementation Study

Lara Marie Reimer, Leon Nissen, Fabian Starnecker, Olga Stepanova, Florent Dufour, Ruth Ney, Sinann Al Najem, Heribert Schunkert, Stephan M Jonas

JMIR Form Res 2026 (May 07); 10:e77983

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Cough Audio Recognition for Early Detection of Respiratory Diseases: Algorithm Development and Validation Study

Wensheng Sun, Jiahao Zou, Na Yin, Wenying Fang, Jimin Sun, Ziping Miao, Shigui Yang

JMIR Med Inform 2026 (May 07); 14:e77295

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Smartphone-Based Field Assessment of Trunk Stability and Its Relationship With Whole-Body Balance in Older Adults: Cross-Sectional Study

Javier De Los Ríos-Calonge, Casto Juan-Recio, Amaya Prat-Luri, Aarón Miralles-Iborra, Jose LL Elvira, David Barbado, Francisco Jose Vera-Garcia

JMIR Aging 2026 (May 06); 9:e83546

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Studying Contextual and Psychological Predictors of Physical Activity Among Emerging Adults: Protocol for an Ecological Momentary Assessment Study

Sheereen M Harris, Ryan Chen, Calli Naish, Matthew Bourke, Steven R Bray, Matthew Y W Kwan

JMIR Res Protoc 2026 (May 06); 15:e87510

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Outdoor Secondhand Smoke Exposure Around a Public Smoking Area: Formative Field Study Using Passive Wi-Fi Packet Sensing

Ryo Horiike, Kazuya Taira, Izumi Kondo, Motoyo Nawate, Harumi Bando

JMIR Form Res 2026 (May 05); 10:e90261

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One-Year Trajectory of Step Counts and Weight Loss in Adults With Overweight/Obesity: Retrospective Cohort Study

Kenshiro Taguchi, Asuka Oyama, Jun'ichi Kotoku, Hiroshi Toki, Ryohei Yamamoto

JMIR Mhealth Uhealth 2026 (May 04); 14:e80339

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Characterizing Physical Activity Trajectories Preceding Incident Major Depressive Disorder Diagnosis With Consumer Wearable Devices in the All of Us Research Program: Retrospective Nested Case-Control Study

Yuezhou Zhang, Amos A Folarin, Hugh Logan Ellis, Rongrong Zhong, Callum Stewart, Heet Sankesara, Hyunju Kim, Shaoxiong Sun, Abhishek Pratap, Richard JB Dobson

J Med Internet Res 2026 (May 04); 28:e93164

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Benefit of the N-of-1 Approach Versus Aggregate Analysis in Tracking Individual Trajectories During Pregnancy: Comparison of Longitudinal Wearable Observational Studies

Tina Behrouzi, Jennifer Yu, Robin Yang, Adrien Boch, Anna Goldenberg, Sarah M Goodday, Stephen H Friend

JMIR Form Res 2026 (Apr 28); 10:e86203

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Identifying Biomarkers Using a Portable, Home-Based Eye-Tracking System to Predict Short-Term Visual Fatigue Deterioration: Prospective Observational Feasibility Study

Fan Song, Guangyu Li, Jian Zhang, Zhen Tian, Mingge Li, Mengying Lai, Mingguang He, Yanxian Chen

JMIR Hum Factors 2026 (Apr 28); 13:e84479

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RoBuster—Corpus Annotated With Risk of Bias Text Spans in Randomized Controlled Trials in Physiotherapy and Rehabilitation: Corpus Development and Annotation Study

Anjani Dhrangadhariya, Roger Hilfiker, Karl Martin Sattelmayer, Nona Naderi, Katia Giacomino, Rahel Caliesch, Julian Higgins, Stéphane Marchand-Maillet, Henning Müller

JMIR Form Res 2026 (Apr 27); 10:e55127

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Autoencoder-Enhanced Convolutional Neural Networks for Plantar Pressure–Based Gait Pattern Recognition: Model Development and Cross-Validated Evaluation Study

Chuan-Chun Chang, Chi-Wen Lung, Yih-Kuen Jan, Qi-Qian Lu, Yi-You Wang, Yi-Sheng Chen, Ben-Yi Liau

JMIR Form Res 2026 (Apr 21); 10:e88488

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Digital-Human Public Community Care Integration for Chronic Pain in Low-Income Older Adults in a 6-Week Living Lab Setting: Quasi-Experimental Feasibility Study

Sunmi Song, Seo-Yeon Hwang, Hae-Young Kim, Junesun Kim

JMIR Aging 2026 (Apr 20); 9:e85611

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Preliminary Usability Assessment of a Rule-Based Digital Self-Monitoring Platform for Patients With Brain Tumors Toward Digital Early Warning Systems: Pilot Feasibility Study

Yourack Lee, HyeongGuk SON, Joonho Byun

JMIR Form Res 2026 (Apr 17); 10:e87928

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Multimodal Intelligent Monitoring of Parkinson Disease: Scoping Review of Progress and Translational Challenges

Jianhui Tan, Xiuzhen Deng, Cuilan Wu, Molin Yao, Jingyi Liao, Haoli Zheng, Changlin Lian

J Med Internet Res 2026 (Apr 17); 28:e89057

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Heart Rate Estimation Using the Galaxy Watch During Maximal Cardiopulmonary Exercise Testing: Cross-Sectional Validation Study

Allan Inoue, João Paulo Ferreira Soares, Felipe Antunes-Santos, Alexandre Ferreira, Alberto Gonçalves, João Arthur Alcântara, Marcelo Rodrigues dos Santos

JMIR Cardio 2026 (Apr 16); 10:e81917

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Accuracy of Visual Inspection Alone to Assess Joint Effusions of the Hand: Cross-Sectional Study

Carrie Ye, J Ross Mitchell, Shahad Al-Matar, Mena Bishay, Niall Jones, Dalton Sholter, Dylan Johnson, Steven Katz, Anthony S Russell, Mohamed Abdalla

J Med Internet Res 2026 (Apr 16); 28:e86261

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A Health-Related Digital Ecological Momentary Assessment in Children (Aged 5– 11 Years): Systematic Review

Sydney Charitos, Lauren Thompson, Amberly Brigden, Jon Bird

J Med Internet Res 2026 (Apr 14); 28:e79291

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Child Vaccination Status and Behavioral and Social Drivers of Vaccination Among Their Caregivers in the Philippines: Cross-Sectional Survey Study Comparison of Household, Mobile, and Online Modes

Kimberly E Bonner, Mikka Hipol, Dominique Sy, Rivandra Royono, Douglas Johnson, Isabel del Rosario, Alice Redfern, Darahlyn Biel-Romualdo, Man Kai Wong, Eugene Lam, Shibani Kulkarni, Kirsten Ward, Romel Lacson, Meng-Yu Chen, James Matthew Miraflor, Devon Ray Pacial, Rowena Bunoan, Hugo Catan, Talya Shragai

J Med Internet Res 2026 (Apr 10); 28:e81059

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Predicting Momentary Suicidal Ideation From Smartphone Screenshots Using Vision-Language Models: Prospective Machine Learning Study

Ross Jacobucci, Wenpei Shao, Veronika Kobrinsky, Brooke Ammerman

JMIR Ment Health 2026 (Apr 08); 13:e90581

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