mHealth for Data Collection and Research

Impact of Providing a Personalized Data Dashboard on Ecological Momentary Assessment Compliance Among College Students Who Use Substances: Pilot Microrandomized Trial

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

JMIR Form Res 2024 (Dec 05); 8:e60193

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Intersection of Performance, Interpretability, and Fairness in Neural Prototype Tree for Chest X-Ray Pathology Detection: Algorithm Development and Validation Study

Hongbo Chen, Myrtede Alfred, Andrew D Brown, Angela Atinga, Eldan Cohen

JMIR Form Res 2024 (Dec 05); 8:e59045

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Parental Assessment of Postsurgical Pain in Infants at Home Using Artificial Intelligence–Enabled and Observer-Based Tools: Construct Validity and Clinical Utility Evaluation Study

Fatos Sada, Paola Chivers, Sokol Cecelia, Sejdi Statovci, Kujtim Ukperaj, Jeffery Hughes, Kreshnik Hoti

JMIR Pediatr Parent 2024 (Dec 03); 7:e64669

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Accuracy, Reproducibility, and Responsiveness to Treatment of Home Spirometry in Cystic Fibrosis: Multicenter, Retrospective, Observational Study

Martinus C Oppelaar, Hanneke AC van Helvoort, Michiel AGE Bannier, Monique HE Reijers, Hester van der Vaart, Renske van der Meer, Josje Altenburg, Lennart Conemans, Bart L Rottier, Marianne Nuijsink, Lara S van den Wijngaart, Peter JFM Merkus, Jolt Roukema

J Med Internet Res 2024 (Dec 03); 26:e60892

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Predicting and Monitoring Symptoms in Patients Diagnosed With Depression Using Smartphone Data: Observational Study

Arsi Ikäheimonen, Nguyen Luong, Ilya Baryshnikov, Richard Darst, Roope Heikkilä, Joel Holmen, Annasofia Martikkala, Kirsi Riihimäki, Outi Saleva, Erkki Isometsä, Talayeh Aledavood

J Med Internet Res 2024 (Dec 03); 26:e56874

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Personalized Smartphone-Enabled Assessment of Blood Pressure and Its Treatment During the SARS-CoV-2 COVID-19 Pandemic in Patients From the CURE-19 Study: Longitudinal Observational Study

Leanne Richardson, Nihal Noori, Jack Fantham, Gregor Timlin, James Siddle, Thomas Godec, Mike Taylor, Charles Baum

JMIR Mhealth Uhealth 2024 (Dec 03); 12:e53430

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Effectiveness and Acceptability of Asynchronous Digital Health in Asthma Care: Mixed Methods Systematic Review

Nazim Uzzaman, Victoria Hammersley, Kirstie McClatchey, Jessica Sheringham, Diksha Singh, GM Monsur Habib, Hilary Pinnock

J Med Internet Res 2024 (Dec 03); 26:e57708

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Association of Blood Glucose Data With Physiological and Nutritional Data From Dietary Surveys and Wearable Devices: Database Analysis

Takashi Miyakoshi, Yoichi M Ito

JMIR Diabetes 2024 (Dec 03); 9:e62831

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Predicting Depressive Symptoms Using GPS-Based Regional Data in Germany With the CORONA HEALTH App During the COVID-19 Pandemic: Cross-Sectional Study

Johanna-Sophie Edler, Michael Winter, Holger Steinmetz, Caroline Cohrdes, Harald Baumeister, Rüdiger Pryss

Interact J Med Res 2024 (Dec 03); 13:e53248

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Challenges and Approaches to Recruitment for and Retention in a Dyad-Focused eHealth Intervention During COVID-19: Randomized Controlled Trial

Chunxuan Ma, Rachel H Adler, Daria B Neidre, Ronald C Chen, Laurel L Northouse, Christine Rini, Xianming Tan, Lixin Song

J Med Internet Res 2024 (Dec 03); 26:e51877

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Relationship Between Heart Rate and Perceived Stress in Intensive Care Unit Residents: Exploratory Analysis Using Fitbit Data

Ruijing Wang, Olya Rezaeian, Onur Asan, Linghan Zhang, Ting Liao

JMIR Form Res 2024 (Nov 27); 8:e60759

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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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