Wearable Devices and Sensors

Evaluation of Hospice@Home for Home-Based Palliative Care: Development and Usability Pilot Study

So-Hi Kwon, Mikyoung Angela Lee, Young-Joo Kim, Seo-Hye Park, Min-Jeong Lee, Youngmin Han, A-Sol Kim

JMIR Form Res 2026 (Jan 21); 10:e79334

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Using Alcohol and Sleep Sensors to Understand Blackout Risk in Young Adults’ Natural Settings (The Lights Out Study): Protocol for an Intensive Longitudinal Pilot Study

Veronica L Richards, Ashlea Braun, Michael R Sladek, Junru Zhao, Thad Leffingwell, Sydney Newell Chesebro, Julie M Croff

JMIR Res Protoc 2026 (Jan 21); 15:e83980

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Continuous Ketone Monitoring: Data From a Randomized Controlled Trial

Simon K Kjær, Lukas Ochsner Reynaud Ridder, Mads Svart, Nikolaj Rittig, Lise Nørkjær Bjerg, Birgitte Sandfeld-Paulsen, Henrik Holm Thomsen

JMIR Diabetes 2026 (Jan 13); 11:e85548

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Using a Transdisciplinary Approach in Learning Communities for Designing Wearable Stress Management for Vulnerable Populations: Development and Usability Study

Manon W H Peeters, Ittay Mannheim, Paula Elisabeth van Westrienen, Leoni van Dijk, Annalisa Elia, Karolina Valterova, Evelien van de Garde-Perik, Petra Heck, Noortje Lavrijssen, Gerard Schouten, Eveline J M Wouters

JMIR Form Res 2026 (Jan 09); 10:e75836

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Advancements in Wearable Sensor Technologies for Health Monitoring in Terms of Clinical Applications, Rehabilitation, and Disease Risk Assessment: Systematic Review

Bonsang Gu, Hyeon Su Kim, HyunBin Kim, Jun-Il Yoo

JMIR Mhealth Uhealth 2026 (Jan 09); 14:e76084

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Assessment of Blood Glucose Measurement Using New Noninvasive Technology: Protocol and Methodology

Eka Widrian Suradji, Satvinder Singh Dhaliwal, Zhang Li-Feng, Entong Zhou, Amos Lim, Hui Hern Wong, Yao Du, Fredicia Fredicia, Amanda Dianky, Puspasari Pasaribu, Ernest Gamaliel Masayoshi Takashi, Justin Yong An Tan, Mardi Santoso, Seng Bin Ang

JMIR Res Protoc 2026 (Jan 08); 15:e76558

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Explainable Multitask Burnout Prediction Using Adaptive Deep Learning (EMBRACE) for Resident Physicians: Algorithm Development and Validation Study

Saima Alam, Mohammad Arif Ul Alam

JMIR AI 2026 (Jan 08); 5:e57025

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Toward Patient-Centric Digital Monitoring of Obstructive Sleep Apnea: Mixed Methods Study

James Kenneth Timmis, Kerstin Alexandra Schorr, Rana Yüksel, Tim van den Broek, Sebastiaan Overeem, Dagmar Josine Smid, Willem Johan van den Brink, Nina Leonie Haring

J Med Internet Res 2026 (Jan 08); 28:e82460

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Environmental Exposure and Mental Health in Hong Kong: Protocol for a GPS- and Biosensor-Based Observational Study

Yanjia Cao, Tianyu Li, Calvin P Tribby, Dorita H F Chang

JMIR Res Protoc 2026 (Jan 08); 15:e84919

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Just-in-Time Adaptive Intervention to Promote Walking Behavior and Reduce Stationary Time in Physically Inactive Adults: Protocol for the Walking With JITAIs Study

Cora J Firkin, Ajith Vemuri, Tanvir Rahman, Barry Bodt, Elizabeth Orsega-Smith, Keith Decker, Gregory M Dominick

JMIR Res Protoc 2026 (Jan 07); 15:e79022

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Assessing Associations Between Environmental, Sleep, and Physical Activity Factors and Metabolic Syndrome Risk: Protocol for the FEASible Study

Tania Ramos-Santiago, Elise Huglo, Yanrong Li, Christian Corral, Congyu Wu, Kerry Kinney, Darla Castelli, Andreana Haley

JMIR Res Protoc 2026 (Jan 06); 15:e82034

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Wearable Device Photoplethysmography As a Viable Tool to Longitudinally Monitor Vasoconstriction Biomarkers for Predicting Vaso-Occlusive Crisis in Sickle Cell Disease: Feasibility and Validation Study

Payal Shah, Sabrina Sy, Mingjing Chen, Michael CK Khoo, Thomas D Coates, Saranya Veluswamy

JMIR Hum Factors 2026 (Jan 06); 13:e75465

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Personalized Machine Learning Intervention to Improve Sleep Quality Using Wearable Technology in Healthy Middle-Aged Adults From Mexico City: Protocol for a Pilot Randomized Controlled Trial

Rodrigo Quezada Reyes, Luis A Trejo

JMIR Res Protoc 2026 (Jan 06); 15:e76415

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Using Indoor Movement Complexity in Smart Homes to Detect Frailty in Older Adults: Multiple-Methods Case Series Study

Katherine Wuestney, Diane Cook, Catherine Van Son, Roschelle Fritz

JMIR Aging 2026 (Jan 02); 9:e77322

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Characterization of Post-Viral Infection Behaviors Among Patients With Long COVID: Prospective, Observational, Longitudinal Cohort Analyses of Fitbit Data and Patient-Reported Outcomes

Tianmai M Zhang, Sydney P Sharp, John D Scott, Douglas Taren, Jane C Samaniego, Elizabeth R Unger, Jeanne Bertolli, Jin-Mann S Lin, Christian B Ramers, Job G Godino

JMIR Form Res 2025 (Dec 31); 9:e77644

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Generation of a Free-Living Ground-Truth Validation Dataset for Wearable Measures of Physical Activity, Sedentary Behavior, Sleep, and Heart Rate in Adults (OxWEARS): Protocol for a Cross-Sectional Study

Benjamin D Maylor, Scott R Small, Tatiana Plekhanova, Laura Brocklebank, Stefan van Duijvenboden, Rachel Sharman, Elizabeth A Hill, Fredrik Karpe, Simon D Kyle, Aiden Doherty

JMIR Res Protoc 2025 (Dec 29); 14:e78779

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The BREATH-TRACHER 2 Trial: Protocol for a Retrospective Mixed Methods Study to Establish the Utility of a Wearable Device in the Detection of Chronic Obstructive Pulmonary Disease Exacerbations

Beyza Toprak, Louise Hamilton, Burcu Kolukisa Birgec, Alexander Balfour Mullen

JMIR Res Protoc 2025 (Dec 24); 14:e79503

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Self-Reported Acceptance of a Wearable Activity Monitor in Persons With Stroke: Usability Study

Jamie Nam, Grace C Bellinger, Junyao Li, Margaret A French, Ryan T Roemmich

JMIR Cardio 2025 (Dec 23); 9:e70007

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Adherence to Accelerometer Use in Older Adults Undergoing mHealth Cardiac Rehabilitation: Secondary Analysis of a Randomized Clinical Trial

Souptik Barua, Dhairya Upadhyay, Stephanie Pena, Riley McConnell, Ashwini Varghese, Samrachana Adhikari, Erik LeRoy, Antoinette Schoenthaler, John A Dodson

J Med Internet Res 2025 (Dec 23); 27:e80522

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Wearable Continuous Vital Sign Monitoring Study (WARD-AMS) to Detect Clinical Deterioration in Postoperative General Surgery Patients: Protocol for a Randomized Controlled Trial

Jasjit Syan, Meera Joshi, John Beard, Jonah Attebery, Fu Siong Ng, Sadia Khan

JMIR Res Protoc 2025 (Dec 19); 14:e81558

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