mHealth for Data Collection and Research

Articles published in this theme: 1343 (scroll down to load remaining articles)

2026

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Software Reference Architecture for Real-Time Mobile Digital Phenotyping: Evaluation of System Designs

Ian Kim, Thomas N Robinson, Byron B Reeves, Nick Haber, Nilàm Ram

JMIR Form Res 2026 (Aug 07); 10:e87320

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Sighing Dynamics as a Candidate Digital Biomarker for Anxiety in Daily Life Using Wearable Respiratory Monitoring: Intensive Longitudinal Study

Xinying Zhao, Yue Li, Jiafeng Wang, Lizhu Zhang, Anfeirea Jialin, Qi An, Yunfan Fu, Cheng Yao, Wei Deng

JMIR Form Res 2026 (Aug 07); 10:e89485

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Utility of Tablet-Based Eye Tracking for Early Screening of Poststroke Cognitive Impairment: Diagnostic Cohort Study

Boxu Xie, Ronghui Ren, Yuting Zhang, Xuan Wang, Junli Zhen

JMIR Mhealth Uhealth 2026 (Aug 06); 14:e83194

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Implementation of an Emergency Medical Service–Integrated Teleconsultation Follow-Up Unit for Home-Based Patients With Suspected COVID-19 During Epidemiological Uncertainty in an Island Territory: Retrospective Descriptive Study

Florian Negrello, Alexis Fremery, Melina Baala, Albert Brizio, Laurent Villain-Coquet, Benjamin Bouinoune, Rishika Banydeen, Papa Gueye

JMIR Form Res 2026 (Aug 05); 10:e88161

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Sensor-Based Mobile App for Assessment and Tracking (SMAAT): Cross-Sectional Usability Study

Yury Shevchenko, Hyunjoo Hong

JMIR Form Res 2026 (Aug 04); 10:e98984

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A Digital Dietary Assessment Tool for a Multicultural Population (Intake24 Malaysia): Protocol for a Development and Validation Study

Nik Nur Izzati Nik Mohd Fakhruddin, Shaleen Tho Rajasegaram, Nurul Natasha Osman, Emma Foster, Choon Ming Ng, Nur Suraiya Abu Hassan Shaari, Tracy McCaffrey, Christopher Prawira, Patrick Olivier, Jessica Watterson, Amutha Ramadas

JMIR Res Protoc 2026 (Aug 04); 15:e90106

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Smartphone-Based Physical Performance and Multidimensional Determinants of Self-Reported Knee Pain in Community-Dwelling Older Adults: Cross-Sectional Machine Learning and Network Analysis Study

Ui-jae Hwang, Peng Xia, Tianxiang Fan, Arnold YL Wong, Oh-yun Kwon, Siu-ngor Fu

JMIR Mhealth Uhealth 2026 (Aug 03); 14:e92466

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Identifying Symptom Dynamics and Profiles of Subgroups at Risk for Major Depression and Suicidal Ideation Among Korean Adults: 2-Week Ecological Momentary Assessment Study

Kyungmi Chung, Jin Young Park

JMIR Mhealth Uhealth 2026 (Jul 31); 14:e80332

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Feasibility of a German High-Frequency Neonatal and Pediatric Intensive Care Dataset (AIx-Neo-Guard Dataset): Secondary Data Cohort Study

Lena Sophie Olivier, Camelia Lauterbach Oprea, André Stollenwerk, Thorsten Orlikowsky, Mark Schoberer

JMIR Pediatr Parent 2026 (Jul 31); 9:e94280

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Digital Remote Assessment of Motor and Speech Changes in Amyotrophic Lateral Sclerosis: Longitudinal Observational Study

Katherine M Burke, Roland Brown, Narghes Calcagno, Anoopum S Gupta, Krzysztof Z Gajos, Zoe Scheier, Alison Clark, Amrita Iyer, Max P Higgins, Mackenzie Keegan, Timothy B Royse, Evan Remington, Kathryn P Connaghan, Stephen A Johnson, Sheena Chew, M Kelley Erb, James D Berry

JMIR Form Res 2026 (Jul 30); 10:e85142

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Evidence Use and Identifier-Conditioned Prior Knowledge in Large Language Model Classification of Oncology Trials Assessed Through Progressive Content Removal and Counterfactual Testing: Comparative Analysis

Paul Windisch, Carole Koechli, Fabio Dennstädt, Daniel M Aebersold, Daniel R Zwahlen, Robert Förster, Christina Schröder

JMIR AI 2026 (Jul 29); 5:e95565

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Within-Day Dynamics of Self-Efficacy and Smoking Attitudes: Ecological Momentary Assessment Study of Motivation to Quit and Forgoing Behavior

Amanda L Rebar, Liyan Xiong, Chih-Hsiang Yang, Dèsirée Vidaña-Pérez, James Hardin, Minji Kim, James F Thrasher

J Med Internet Res 2026 (Jul 23); 28:e87117

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Snacking Behaviors in Relation to Stress and Physical Activity Using Automated Dietary Assessment: Observational Study

Femke J de Gooijer, Alex van Kraaij, Marlou Lasschuijt, Sander Hermsen, Edith J M Feskens, Guido Camps

JMIR Form Res 2026 (Jul 23); 10:e77046

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Initial-Visit Specialty Triage in Rare Diseases Using Large Language Models: Retrospective Benchmarking Study

Jie Song, Zhichuan Xu, Meng Xiao, Cheng Bi, Yuxin Zhang, Xin Zheng, Xiaoran Li, Qiongfang Cao, Ziyu Lu, Hao Yang, Bairong Shen

J Med Internet Res 2026 (Jul 23); 28:e101711

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Using Wearable Devices to Monitor Activity and Sleep in Inpatients With Parkinson Disease With and Without Delirium: Feasibility and Acceptability Study

Gemma Louise Bate, Florence Gerakios, Alison Jane Yarnall, Sarah J Richardson, Laura Wright, John-Paul Taylor, David John Burn, Glenn Stebbins, Louise M Allan, Silvia Del Din, Rachael Ashleigh Lawson

J Med Internet Res 2026 (Jul 23); 28:e91009

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Diagnostic Discrimination of BOKE STARS, a Bimodal Continuous Performance Test, for Attention-Deficit/Hyperactivity Disorder Assessment in Chinese Children: Single-Center Case-Control Study

Yangyang Xu, Xiaoqian Li, Meiling Cao, Jing Li, Shuneng Gu, Lin Lv, Bin Li, Jian Li, Feng Li, Heying Zhang, Jianjuan Zhao

JMIR Form Res 2026 (Jul 21); 10:e82164

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Continuous Glucose Monitoring Data Compression Using Peak-Nadir Encoding in Diabetes: Method Development and Evaluation

Clara Bender, Line Davidsen, Søren Schou Olesen, Simon Cichosz

JMIR Biomed Eng 2026 (Jul 20); 11:e91959

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The Effectiveness and Exploratory Cost-Effectiveness of Regular Meditation for Improving Quality of Life: Protocol for a Prospective Longitudinal Cohort Study

Lillian Ofori Ward, Cate Bailey, Prai Wattanatakulchat, Benjamin Stone, Alexander Burger, Deanna Kaplan, Santiago Jose Arconada Alvarez, Cullan Joyce, Ana Eclair, Nicholas T Van Dam, Julieta Galante

JMIR Res Protoc 2026 (Jul 17); 15:e85110

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Physical Activity Monitoring Using Wearable Devices in Young Adults: Secondary Analysis of a 6-Month Motivational Interviewing Pilot Randomized Controlled Trial

Nicolette Christodoulakis, Taylor Incze, Sahar Khademioore, Matthew Kwan, Elizabeth Alvarez, Jean-Éric Tarride, Lawrence Mbuagbaw, Laura N Anderson

JMIR Form Res 2026 (Jul 16); 10:e94673

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Describing a National Chatbot Deployed by the Ministry of Health in Malawi During the COVID-19 Pandemic: Retrospective Data Analysis

Isaach Ndemera, Yu-Ting Sunny Hsieh, Kingston Chirwa, Selemani Ngwira, Alanna Denny, Tsung Shu Joseph Wu, Hsin-yi Lee, Griphin Baxter Chirambo, Simeon Luka Yosefe, Ben Chilima, Matthew Kagoli, Balwani Mbakaya, Kwong Leung Joseph Yu, John O'Donoghue

J Med Internet Res 2026 (Jul 16); 28:e80960

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