Wearable Devices and Sensors

Evaluation of Machine Learning to Detect Influenza Using Wearable Sensor Data and Patient-Reported Symptoms: Cohort Study

Kamran Farooq, Melody Lim, Lawrence Dennison-Hall, Finn Janson, Aspen Hazel Olszewska, Muhammad Mamduh Ahmad Zabidi, Anna Haratym-Rojek, Karol Narowski, Barry Clinch, Marco Prunotto, Devika Chawla, Victoria Hunter, Vincent Ukachukwu

J Med Internet Res 2024 (Oct 04); 26:e47879

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Ability of Heart Rate Recovery and Gait Kinetics in a Single Wearable to Predict Frailty: Quasiexperimental Pilot Study

Reshma Aziz Merchant, Bernard Loke, Yiong Huak Chan

JMIR Form Res 2024 (Oct 03); 8:e58110

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Game-Based Assessment of Peripheral Neuropathy Combining Sensor-Equipped Insoles, Video Games, and AI: Proof-of-Concept Study

Antao Ming, Vera Clemens, Elisabeth Lorek, Janina Wall, Ahmad Alhajjar, Imke Galazky, Anne-Katrin Baum, Yang Li, Meng Li, Sebastian Stober, Nils David Mertens, Peter Rene Mertens

J Med Internet Res 2024 (Oct 01); 26:e52323

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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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mHealth Physical Activity and Patient-Reported Outcomes in Patients With Inflammatory Bowel Diseases: Cluster Analysis

Ashley C Griffin, Lucas Mentch, Feng-Chang Lin, Arlene E Chung

J Med Internet Res 2024 (Sep 24); 26:e48020

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The Potential Use and Value of a Wearable Monitoring Bracelet for Patients With Chronic Obstructive Pulmonary Disease: Qualitative Study Investigating the Patient and Health Care Professional Perspectives

Suzanne M Debeij, Jiska J Aardoom, Miriam L Haaksma, Wieteke A M Stoop, Eléonore F van Dam van Isselt, Marise J Kasteleyn

JMIR Form Res 2024 (Sep 13); 8:e57108

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Assessing and Enhancing Movement Quality Using Wearables and Consumer Technologies: Thematic Analysis of Expert Perspectives

T Alexander Swain, Melitta A McNarry, Kelly A Mackintosh

JMIR Form Res 2024 (Sep 13); 8:e56784

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Physical Activity Mobile App (CareFit) for Informal Carers of People With Dementia: Protocol for a Feasibility and Adaptation Study

Kieren Egan, Bradley Macdonald, William Hodgson, Alison Kirk, Barbara Fawcett, Mark D Dunlop, Roma Maguire, Greg Flynn, Joshua Stott, Gill Windle

JMIR Res Protoc 2024 (Sep 12); 13:e53727

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Leveraging mHealth Technologies for Public Health

Pedro Elkind Velmovitsky, Merna Kirolos, Paulo Alencar, Scott Leatherdale, Donald Cowan, Plinio Pelegrini Morita

JMIR Public Health Surveill 2024 (Sep 12); 10:e49719

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Data Analytics in Physical Activity Studies With Accelerometers: Scoping Review

Ya-Ting Liang, Charlotte Wang, Chuhsing Kate Hsiao

J Med Internet Res 2024 (Sep 11); 26:e59497

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User Experience of a Large-Scale Smartphone-Based Observational Study in Multiple Sclerosis: Global, Open-Access, Digital-Only Study

Adriano Galati, Lito Kriara, Michael Lindemann, Rea Lehner, JB Jones

JMIR Hum Factors 2024 (Sep 11); 11:e57033

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Overdose Detection Among High-Risk Opioid Users Via a Wearable Chest Sensor in a Supervised Injecting Facility: Protocol for an Observational Study

Basak Tas, Will Lawn, Marianne Jauncey, Mark Bartlett, Paul Dietze, Daniel O'Keefe, Nico Clark, Bruce Henderson, Catriona Cowan, Osian Meredith, John Strang

JMIR Res Protoc 2024 (Sep 10); 13:e57367

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Central Hemodynamic and Thermoregulatory Responses to Food Intake as Potential Biomarkers for Eating Detection: Systematic Review

Lucy Chikwetu, Parker Vakili, Andrew Takais, Rabih Younes

Interact J Med Res 2024 (Sep 10); 13:e52167

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Detection of Sleep Apnea Using Wearable AI: Systematic Review and Meta-Analysis

Alaa Abd-alrazaq, Hania Aslam, Rawan AlSaad, Mohammed Alsahli, Arfan Ahmed, Rafat Damseh, Sarah Aziz, Javaid Sheikh

J Med Internet Res 2024 (Sep 10); 26:e58187

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The Impact of Air Pollution Information on Individuals’ Exercise Behavior: Empirical Study Using Wearable and Mobile Devices Data

Yang Yang, Khim-Yong Goh, Hock Hai Teo, Sharon Swee-Lin Tan

JMIR Mhealth Uhealth 2024 (Sep 10); 12:e55207

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Smart Device Ownership and Use of Social Media, Wearable Trackers, and Health Apps Among Black Women With Hypertension in the United States: National Survey Study

Jolaade Kalinowski, Sandesh Bhusal, Sherry L Pagoto, Robert Newton Jr, Molly E Waring

JMIR Cardio 2024 (Sep 09); 8:e59243

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Sleep During the COVID-19 Pandemic: Longitudinal Observational Study Combining Multisensor Data With Questionnaires

Nguyen Luong, Gloria Mark, Juhi Kulshrestha, Talayeh Aledavood

JMIR Mhealth Uhealth 2024 (Sep 03); 12:e53389

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