mHealth for Data Collection and Research

Articles published in this theme: 1288 (scroll down to load remaining articles)

2026

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Reporting of Telehealth Implementation in Cystic Fibrosis: Scoping Review Using a Novel Theory-Based Evaluation Lens

Tamara Vagg, Robyn Doherty, Sarath C Ranganathan, Barry J Plant

J Med Internet Res 2026 (May 22); 28:e86194

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Definition and Test-Retest Reliability of a Monitoring Method Integrating Accelerometric Actigraphy and Bluetooth Indoor Location Tracking Applied in a Long-Term Residential Unit for Persons With Dementia: Longitudinal Observational Study

Marco Rabuffetti, Pietro Davide Trimarchi, Alessia Gallucci, Ilaria Carpinella, Elena Kisel, Maria Patrizia Andriani, Ennio De Giovannini, Gaia Bailo, Fabrizio Giunco, Maurizio Ferrarin

JMIR Mhealth Uhealth 2026 (May 21); 14:e70188

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Contribution of Longitudinal Mobile Health Measures in the Dynamic Track of Patients With Major Depressive Disorder: Multiple Centers, Prospective Cohort Study Using Functional Data Analysis and Machine Learning

Rou Zhong, Nanxi Li, Le Xiao, Lei Feng, Yuan Feng, Gang Wang, Xuequan Zhu

JMIR Mhealth Uhealth 2026 (May 11); 14:e81397

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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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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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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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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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