mHealth for Data Collection and Research

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Articles published in 2026 in this theme: 189 (scroll down to load remaining articles)

2026

Diverse group of people collaborating online with hearts and safety icons

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Spatial Heterogeneity of Digital HIV/AIDS Stigma in China: Cross-Sectional Ecological Study

Pu Zhang, Yiliang Li, Zheng Wei, Na Jiang, Pan Hui

J Med Internet Res 2026 (Oct 09); 28:e93007

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Young man sleeping in dorm bed with books and coffee on nightstand

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Feasibility and Methodological Consideration of Using Wearable Devices to Examine the Relationship Between Sleep and Balance: Case Report With 2 College Students

Yuan Li, Hongwu Wang, Raghuveer Chandrashekhar, Jordan Major, Mahek Chandna, Stefanie C Bodison

JMIR Form Res 2026 (Oct 09); 10:e93019

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Seniors exercising at home and outdoors, with a close-up of a wearable fitness tracker.

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Association Between a Hybrid Video-Guided Multicomponent Exercise Program With Staff Assistance and Free-Living Gait in Older Adults With Knee and Low Back Pain: Secondary Analysis of a Randomized Controlled Trial

Shuichi P Obuchi, Tomoyuki Arai, Hideaki Ishibashi, Takashi Amari, Hisashi Kawai

JMIR Aging 2026 (Oct 08); 9:e97414

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Two boys playing soccer on a grassy lawn with palm trees

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Clustering-Based Accelerometer Measures of Physical Activity Patterns in Children With Overweight or Obesity: Baseline Cross-Sectional Methodological Analysis

Hyatt Moore IV, Thomas N Robinson, Alexandria Jensen, Fatma Gunturkun, K Farish Haydel, Kristopher I Kapphahn, Manisha Desai

JMIR Form Res 2026 (Oct 08); 10:e87532

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Remote Longitudinal Tracking of Sleep, Depression, and Cognition Across Early Adolescence: Protocol for a Longitudinal Observational Study

Katharine C Simon, Lia Galut, Spencer Polk, Shun Iwata, Weining Shen, Mahyar Abbasian, Amir Rahmani, Uma Rao, Jessica L Borelli, Sara C Mednick

JMIR Res Protoc 2026 (Oct 06); 15:e86345

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Doctor points to glowing lungs with COVID-19 positive diagnosis on futuristic screen

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Same-Patient, Same–Time Point Evidence for Radiomics Benchmarking

Wenze Kan, Haoliang Pei, Mingxin Zhang

J Med Internet Res 2026 (Oct 06); 28:e110058

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Doctor analyzing 3D lung scan and medical data on futuristic holographic display

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Authors’ Reply: Clarifying the Comparative Interpretation and Clinical Implications of Radiomics-Based AI for Pathological Response Prediction

Ziqi Jiang, Yuan Xu, Shuyu Jia, Hongsheng Liu

J Med Internet Res 2026 (Oct 06); 28:e110607

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Woman wearing VR headset experiences underwater scene during ultrasound scan

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Effects of Virtual Reality on Pain, Anxiety, and Fear During Thyroid Fine-Needle Aspiration Biopsy: Open-Label Randomized Controlled Trial

Emine Karadeniz, Hamdiye Arda, Esma Gülsun Arslan Cellat

J Med Internet Res 2026 (Oct 06); 28:e103829

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Four friends laughing and socializing on a couch with drinks and snacks

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Investigating the Effects of Paralinguistic Configuration in Background Human Speech on Attention: Protocol for a Within-Subject Study

Zilu Liang, Carl Daniel Karlsson

JMIR Res Protoc 2026 (Sep 30); 15:e93525

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Seniors exercise class with weights and resistance bands.

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Domain-Specific Associations of Physical Activity With Phase Angle and Extracellular Water–to–Total Body Water Ratio in Middle-Aged or Older Adults: Cross-Sectional Study

Seong-Uk Baek, Jin-Ha Yoon

JMIR Aging 2026 (Sep 28); 9:e90158

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Woman in a coat looking up while holding a smartphone outdoors in autumn

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Incremental Value of Smartphone Sensing for Monitoring Momentary Affect Intensity in Adults Using Transformer-Based Models: Observational Study

Yiqin Zhu, Yuyi Yang, Renee J Thompson

JMIR Mhealth Uhealth 2026 (Sep 28); 14:e90970

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Man stretching in gym, smartwatch shows Resting HR Prediction: 67 bpm

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Using Statistical Time-Series Forecasting to Predict the Resting Heart Rate From Wearable Device Data: Case Report

Ying-Ju Chen, Chia-Yu Liu, Ya-Han Chang, Huh-Tswen Eric Lin, Tsang-Hai Huang

JMIR Form Res 2026 (Sep 25); 10:e91216

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Woman walking on a sunny city sidewalk lined with trees and buildings

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Wearable Sensors in Gait Assessment for Parkinson Disease and Stroke in Real-World Environments: Systematic Review and Meta-Analysis

Saskia Neumann, Jose Albites-Sanabria, Aileen C Naef, Andreas R Luft, Lorenzo Chiari, Chris Easthope Awai

J Med Internet Res 2026 (Sep 25); 28:e93413

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Doctor's office computer displaying patient scheduling software with patient list and appointments.

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Implicit Bias in Large Language Model Diagnosis of Eating Disorders: Experimental Vignette Study

Deija McCalla, Bochen Li, Saul Jaeger, Justin Jacques, Leo Gonzalez Jr, Charles Silber, Cass Dykeman

JMIR AI 2026 (Sep 23); 5:e93498

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Doctor pointing to tablet with patient questionnaire during medical consultation

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Longitudinal Digital Phenotyping of Traditional Chinese Medicine Constitution From Routine Health Examination Records: Retrospective Clinical Informatics Study

Yuzhi Huo, Gao Deng, Li Kang, Haizhi Qin, Li Xiao, Ying Deng, Xin Chen, Dan Ding, Fei Wang, Mei Zhang, Min Chen

JMIR Med Inform 2026 (Sep 23); 14:e100063

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Man using smart home remote to control thermostat on wall

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Examining Canadian Smart Home Technology Users’ Perceptions of Privacy, Risks, Safety, and Data Collection Purposes: Cross-Sectional National Survey

Eva V Di Nallo, Charlene H Chu, Zara Hasan, Pratik K Mishra, Jacob Buchan, Tun Zheng, Andria Bianchi, Jesse Hoey, Shehroz S Khan

JMIR Form Res 2026 (Sep 23); 10:e70638

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Man working on computer displaying medical research flowchart with icons for patients, data, and legs.

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Diagnostic Accuracy of AI in Prediction and Assessment of Compromised Free Flaps: Systematic Review and Meta-Analysis

Kuan-Chen Huang, Yu-Ying Chu, Melanie J Wang, Ren-Wen Huang, Yun-Jui Lu, Cheng-Hung Lin, Chung-Chen Hsu, Shih-Heng Chen, Yu-Te Lin, Che-Hsiung Lee

J Med Internet Res 2026 (Sep 22); 28:e91174

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Doctor analyzes brain MRI scans and AI neural network visualization on computer screen

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Accuracy of Deep Learning in Detecting Cerebral Microbleeds: Systematic Review and Meta-Analysis

Yue Feng, Lei Zheng, Baiwen Zhang, Wei Zou

J Med Internet Res 2026 (Sep 21); 28:e95041

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Elderly man holding a glass of water and medication blister packs.

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Medication Adherence Behavior Assessed Using a Digital Bottle Cap: Retrospective Cohort Study

Andrzej Nowojewski, Olga Elizarova, Annika Rutgersson, Anna Zarodkiewicz, Yunyun Jiang, Anneli Olsson, Matthew Kelham, Jessica Hanson, David Austin, Daniel A Jones, Ehsan Parvaresh Rizi, Wilhelm Ridderstråle, Jonas Oldgren, Stefan James, Robert F Storey

J Med Internet Res 2026 (Sep 21); 28:e91299

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Blue-gloved hands hold a petri dish with tiny green seedlings, marked with blue ink.

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