mHealth for Data Collection and Research

Articles published in this theme: 1274 (scroll down to load remaining articles)

2026

View image

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

Download Citation: END BibTex RIS

Share on Bluesky Share on Twitter Share on Facebook Share on LinkedIn

View abstract

Download PDF Download XML

Go back to the top of the page Skip and go to footer section

View image

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

Download Citation: END BibTex RIS

Share on Bluesky Share on Twitter Share on Facebook Share on LinkedIn

View abstract

Download PDF Download XML

Go back to the top of the page Skip and go to footer section

View image

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

Download Citation: END BibTex RIS

Share on Bluesky Share on Twitter Share on Facebook Share on LinkedIn

View abstract

Download PDF Download XML

Go back to the top of the page Skip and go to footer section

View image

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

Download Citation: END BibTex RIS

Share on Bluesky Share on Twitter Share on Facebook Share on LinkedIn

View abstract

Download PDF Download XML

Go back to the top of the page Skip and go to footer section

View image

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

Download Citation: END BibTex RIS

Share on Bluesky Share on Twitter Share on Facebook Share on LinkedIn

View abstract

Download PDF Download XML

Go back to the top of the page Skip and go to footer section

View image

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

Download Citation: END BibTex RIS

Share on Bluesky Share on Twitter Share on Facebook Share on LinkedIn

View abstract

Download PDF Download XML

Go back to the top of the page Skip and go to footer section

View image

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

Download Citation: END BibTex RIS

Share on Bluesky Share on Twitter Share on Facebook Share on LinkedIn

View abstract

Download PDF Download XML

Go back to the top of the page Skip and go to footer section

View image

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

Download Citation: END BibTex RIS

Share on Bluesky Share on Twitter Share on Facebook Share on LinkedIn

View abstract

Download PDF Download XML

Go back to the top of the page Skip and go to footer section

View image

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

Download Citation: END BibTex RIS

Share on Bluesky Share on Twitter Share on Facebook Share on LinkedIn

View abstract

Download PDF Download XML

Go back to the top of the page Skip and go to footer section

View image

Real-Time Symptom Ratings Using Ecological Momentary Assessment Versus Traditional Questionnaires in Patients With Chronic Obstructive Pulmonary Disease: Observational Study

Banchia Palmen, Maarten van Herck, Yvonne M J Goërtz, Zjala Ebadi, Qichen Deng, Melissa S Y Thong, Chris Burtin, Jeannette B Peters, Roy T M Sprooten, Erik W M A Bischoff, Emiel F M Wouters, Jan H Vercoulen, Sarah Houben-Wilke, Daisy J A Janssen, Martijn A Spruit, Anouk W Vaes

JMIR Med Inform 2026 (Apr 07); 14:e79001

Download Citation: END BibTex RIS

Share on Bluesky Share on Twitter Share on Facebook Share on LinkedIn

View abstract

Download PDF Download XML

Go back to the top of the page Skip and go to footer section

View image

Targeted Real-Time Assessment of Chronic Pain (TRAC-Pain) in Youth: Protocol for a Digital Biosignature Development Through a Prospective Observational Cohort Study

Anna H Bailes, Chi-Hung Shu, Alan Chang, Sahrish Masood, Nicole Jehl, Aliyah Davis, Jeremy Giberson, Casey Cashman, Allison Hill, Javed Gill, Ryan S McGinnis, Ellen W McGinnis, Nima Aghaeepour, Laura E Simons

JMIR Res Protoc 2026 (Apr 06); 15:e84781

Download Citation: END BibTex RIS

Share on Bluesky Share on Twitter Share on Facebook Share on LinkedIn

View abstract

Download PDF Download XML

Go back to the top of the page Skip and go to footer section

View image

The Role of Digital Biomarkers in Physiological Signal-Based Depression Assessment: Systematic Review and Meta-Analysis

Hyeongsuk Lee, Seung-Gul Kang, SeonHeui Lee

J Med Internet Res 2026 (Apr 02); 28:e76432

Download Citation: END BibTex RIS

Share on Bluesky Share on Twitter Share on Facebook Share on LinkedIn

View abstract

Download PDF Download XML

Go back to the top of the page Skip and go to footer section

View image

Development and Validation of Machine Learning Models for Predicting Early Cognitive Decline Using Home Sensor–Derived Behavioral Data: Sensors in-Home for Elder Wellbeing (SINEW) Cohort Study

James Patrick Moon, Khalid Abdul Jabbar, Tony Chin Ian Tay, Laura Tay, Rathi Mahendran, Tze Pin Ng, Shian Ming Tan, Wilbur Zhi Hao Koh, Weng Yan Ying, Ah-Hwee Tan, Tih-Shih Lee, Iris Rawtaer

JMIR Res Protoc 2026 (Apr 01); 15:e79490

Download Citation: END BibTex RIS

Share on Bluesky Share on Twitter Share on Facebook Share on LinkedIn

View abstract

Download PDF Download XML

Go back to the top of the page Skip and go to footer section

View image

The Coordination on Mobile Pandemic Apps Best Practice and Solution Sharing (COMPASS) Framework: Holistic Approach to Pandemic mHealth Apps

Christian Elsner, Michael Winter, Peter Gocke, Rüdiger Pryss, Dagmar Krefting

JMIR Form Res 2026 (Mar 30); 10:e63920

Download Citation: END BibTex RIS

Share on Bluesky Share on Twitter Share on Facebook Share on LinkedIn

View abstract

Download PDF Download XML

Go back to the top of the page Skip and go to footer section

View image

Examining the Use of Consumer Wearable Devices and Digital Tools for Stress Measurement in College Students: Scoping Review of Methods

Aarti Sathyanarayana, Ohida Binte Amin, Jennie An, Jukka Pekka Onnela

JMIR Mhealth Uhealth 2026 (Mar 30); 14:e64144

Download Citation: END BibTex RIS

Share on Bluesky Share on Twitter Share on Facebook Share on LinkedIn

View abstract

Download PDF Download XML

Go back to the top of the page Skip and go to footer section

View image

Video-Based Gait Assessment Using Machine Learning to Classify Age and Sex in Low-Resource Settings: Cross-Sectional Study

Chanchanok Aramrat, Poppy Alice Carson Mallinson, Papangkorn Inkaew, Pusit Seepheung, Nutchar Wiwatkunupakarn, Nida Buawangpong, Nick Birk, Judith Lieber, Santhi Bhogadi, Hemant Mahajan, Santosh Kumar Banjara, Bharati Kulkarni, Sanjay Kinra, Chaisiri Angkurawaranon

JMIR Form Res 2026 (Mar 30); 10:e76755

Download Citation: END BibTex RIS

Share on Bluesky Share on Twitter Share on Facebook Share on LinkedIn

View abstract

Download PDF Download XML

Go back to the top of the page Skip and go to footer section

View image

Investigating Children’s Exposure to Outdoor Food Marketing in 2 Swedish Cities Using a Smartphone App: Cross-Sectional Study

Sofia Spolander, Petter Fagerberg, Billy Langlet, Ioannis Sarafis, Ioannis Ioakimidis

JMIR Mhealth Uhealth 2026 (Mar 24); 14:e70192

Download Citation: END BibTex RIS

Share on Bluesky Share on Twitter Share on Facebook Share on LinkedIn

View abstract

Download PDF Download XML

Go back to the top of the page Skip and go to footer section

View image

Challenges of Standard Pediatric Epilepsy Monitoring and the Potential Benefits of Contactless Sensor Technologies: Exploratory Qualitative Study

Natalie Öhl, Dilbar Strack, Stefan Martin Kusnik, Isabell Link, Marlene Hofmann, Tobias Steigleder, Alina Weisser, Christoph Ostgathe, Regina Trollmann, Maria Heckel

J Med Internet Res 2026 (Mar 24); 28:e83009

Download Citation: END BibTex RIS

Share on Bluesky Share on Twitter Share on Facebook Share on LinkedIn

View abstract

Download PDF Download XML

Go back to the top of the page Skip and go to footer section

View image

Real-Time and Long-Term Effects of Medical Marijuana on Older Adults: Protocol for a Prospective Cohort Study

Kendall R Robinson, Stella D Seeger, Lauren Nave, Marlin Mejia, Maria Vander Meulen, Ahmed Rashid, Angela M Mickle, Kimberly T Sibille, Zhigang Li, Rene Przkora, Siegfried Schmidt, Margaret C Lo, Robert L Cook, Yan Wang

JMIR Res Protoc 2026 (Mar 24); 15:e78900

Download Citation: END BibTex RIS

Share on Bluesky Share on Twitter Share on Facebook Share on LinkedIn

View abstract

Download PDF Download XML

Go back to the top of the page Skip and go to footer section

View image

The Current Landscape of Remote Digital Symptom Monitoring for Patients With Lung Cancer: Scoping Review

Hao Huang, Naomi Takemura, Hammoda Abu-Odah, Shuhan Li, Ting Mao, Zengjie Ye, Janelle Yorke

J Med Internet Res 2026 (Mar 24); 28:e83666

Download Citation: END BibTex RIS

Share on Bluesky Share on Twitter Share on Facebook Share on LinkedIn

View abstract

Download PDF Download XML

Go back to the top of the page Skip and go to footer section