mHealth for Data Collection and Research

Population Digital Health: Continuous Health Monitoring and Profiling at Scale

Naser Hossein Motlagh, Agustin Zuniga, Ngoc Thi Nguyen, Huber Flores, Jiangtao Wang, Sasu Tarkoma, Mattia Prosperi, Sumi Helal, Petteri Nurmi

Online J Public Health Inform 2024 (Nov 20); 16:e60261

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Design Guidelines for Improving Mobile Sensing Data Collection: Prospective Mixed Methods Study

Christopher Slade, Roberto M Benzo, Peter Washington

J Med Internet Res 2024 (Nov 18); 26:e55694

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Advancements in Using AI for Dietary Assessment Based on Food Images: Scoping Review

Phawinpon Chotwanvirat, Aree Prachansuwan, Pimnapanut Sridonpai, Wantanee Kriengsinyos

J Med Internet Res 2024 (Nov 15); 26:e51432

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Impact of Consumer Wearables Data on Pediatric Surgery Clinicians’ Management: Multi-Institutional Scenario-Based Usability Study

Michela Carter, Samuel C Linton, Suhail Zeineddin, J Benjamin Pitt, Christopher De Boer, Angie Figueroa, Ankush Gosain, David Lanning, Aaron Lesher, Saleem Islam, Chethan Sathya, Jane L Holl, Hassan MK Ghomrawi, Fizan Abdullah

JMIR Perioper Med 2024 (Nov 12); 7:e58663

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A Personalized Data Dashboard to Improve Compliance with Ecological Momentary Assessments in College Students: Protocol for a Microrandomized Trial

Stephanie T Lanza, Ashley N Linden-Carmichael, Danny Wang, Sandesh Bhandari, Samuel W Stull

JMIR Res Protoc 2024 (Nov 11); 13:e57664

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Sensor-Derived Measures of Motor and Cognitive Functions in People With Multiple Sclerosis Using Unsupervised Smartphone-Based Assessments: Proof-of-Concept Study

Matthew Scaramozza, Aurélie Ruet, Patrizia A Chiesa, Laïtissia Ahamada, Emmanuel Bartholomé, Loïc Carment, Julie Charre-Morin, Gautier Cosne, Léa Diouf, Christine C Guo, Adrien Juraver, Christoph M Kanzler, Angelos Karatsidis, Claudia Mazzà, Joaquin Penalver-Andres, Marta Ruiz, Aurore Saubusse, Gabrielle Simoneau, Alf Scotland, Zhaonan Sun, Minao Tang, Johan van Beek, Lauren Zajac, Shibeshih Belachew, Bruno Brochet, Nolan Campbell

JMIR Form Res 2024 (Nov 08); 8:e60673

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Collecting Real-Time Patient-Reported Outcome Data During Latent Labor: Feasibility Study of the MyCap Mobile App in Prospective Person-Centered Research

Katherine Kissler, Julia C Phillippi, Elise Erickson, Leah Holmes, Ellen Tilden

JMIR Form Res 2024 (Nov 08); 8:e59155

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Validity of a Consumer-Based Wearable to Measure Clinical Parameters in Patients With Chronic Obstructive Pulmonary Disease and Healthy Controls: Observational Study

Fien Hermans, Eva Arents, Astrid Blondeel, Wim Janssens, Nina Cardinaels, Patrick Calders, Thierry Troosters, Eric Derom, Heleen Demeyer

JMIR Mhealth Uhealth 2024 (Nov 06); 12:e56027

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Using a Quality-Controlled Dataset From ViSi Mobile Monitoring for Analyzing Posture Patterns of Hospitalized Patients: Retrospective Observational Study

Emily J Huang, Yuexin Chen, Clancy J Clark

JMIR Mhealth Uhealth 2024 (Nov 06); 12:e54735

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Sensors for Smoking Detection in Epidemiological Research: Scoping Review

Giuliana Favara, Martina Barchitta, Andrea Maugeri, Roberta Magnano San Lio, Antonella Agodi

JMIR Mhealth Uhealth 2024 (Oct 30); 12:e52383

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Development and Initial Evaluation of a Digital Phenotype Collection System for Adolescents: Proof-of-Concept Study

Minseo Cho, Doeun Park, Myounglee Choo, Jinwoo Kim, Doug Hyun Han

JMIR Form Res 2024 (Oct 24); 8:e59623

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Digital Phenotyping of Mental and Physical Conditions: Remote Monitoring of Patients Through RADAR-Base Platform

Zulqarnain Rashid, Amos A Folarin, Yuezhou Zhang, Yatharth Ranjan, Pauline Conde, Heet Sankesara, Shaoxiong Sun, Callum Stewart, Petroula Laiou, Richard J B Dobson

JMIR Ment Health 2024 (Oct 23); 11:e51259

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A Texting- and Internet-Based Self-Reporting System for Enhanced Vaccine Safety Surveillance With Insights From a Large Integrated Health Care System in the United States: Prospective Cohort Study

Debbie E Malden, Julianne Gee, Sungching Glenn, Zhuoxin Li, Denison S Ryan, Zheng Gu, Cassandra Bezi, Sunhea Kim, Amelia Jazwa, Michael M McNeil, Eric S Weintraub, Sara Y Tartof

JMIR Mhealth Uhealth 2024 (Oct 11); 12:e58991

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User-Centered Design for Designing and Evaluating a Prototype of a Data Collection Tool to Submit Information About Incidents of Violence Against Sex Workers: Multiple Methods Approach

Melissa H Ditmore, Jose Fernando Florez-Arango

JMIR Hum Factors 2024 (Oct 09); 11:e53557

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Data Preprocessing Techniques for AI and Machine Learning Readiness: Scoping Review of Wearable Sensor Data in Cancer Care

Bengie L Ortiz, Vibhuti Gupta, Rajnish Kumar, Aditya Jalin, Xiao Cao, Charles Ziegenbein, Ashutosh Singhal, Muneesh Tewari, Sung Won Choi

JMIR Mhealth Uhealth 2024 (Sep 27); 12:e59587

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Raw Photoplethysmography as an Enhancement for Research-Grade Wearable Activity Monitors

Paul R Hibbing, Maryam Misal Khan

JMIR Mhealth Uhealth 2024 (Sep 27); 12:e57158

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Identifying Gravity-Related Artifacts on Ballistocardiography Signals by Comparing Weightlessness and Normal Gravity Recordings (ARTIFACTS): Protocol for an Observational Study

Urs-Vito Albrecht, Annabelle Mielitz, Kazi Mohammad Abidur Rahman, Ulf Kulau

JMIR Res Protoc 2024 (Sep 26); 13:e63306

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Controlled and Real-Life Investigation of Optical Tracking Sensors in Smart Glasses for Monitoring Eating Behavior Using Deep Learning: Cross-Sectional Study

Simon Stankoski, Ivana Kiprijanovska, Martin Gjoreski, Filip Panchevski, Borjan Sazdov, Bojan Sofronievski, Andrew Cleal, Mohsen Fatoorechi, Charles Nduka, Hristijan Gjoreski

JMIR Mhealth Uhealth 2024 (Sep 26); 12:e59469

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Trial Factors Associated With Completion of Clinical Trials Evaluating AI: Retrospective Case-Control Study

David Chen, Christian Cao, Robert Kloosterman, Rod Parsa, Srinivas Raman

J Med Internet Res 2024 (Sep 23); 26:e58578

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Using Large Language Models to Detect Depression From User-Generated Diary Text Data as a Novel Approach in Digital Mental Health Screening: Instrument Validation Study

Daun Shin, Hyoseung Kim, Seunghwan Lee, Younhee Cho, Whanbo Jung

J Med Internet Res 2024 (Sep 18); 26:e54617

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