Wearable Devices and Sensors

Digital Biometrics in Predicting Risk for Obstructive Sleep Apnea and Hypertension: Decentralized, Prospective Cohort Study

Natalia Orendain, Samantha Spierling Bagsic, Edward Ramos, Jay Pandit, Robert L Owens, Stuti Jaiswal

J Med Internet Res 2025 (Dec 03); 27:e77641

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Mobile-Based Digital Rehabilitation Program for Patients After Anterior Cervical Discectomy and Fusion: Prospective Cohort Study

Sen Liu, Xin Chen, Di Liu, Crystal Ye Lin, Yaping Chen, Siyi Cai

JMIR Rehabil Assist Technol 2025 (Dec 01); 12:e60717

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The Potential for Smart Glasses to Transform Facial Palsy Therapy Globally: UK Budget Analysis, Delphi Outcomes Valuation Exercise, and Economic Modeling of Cost-Effectiveness

Amir J Khan, Hema Mistry, Catriona Neville, Helen Martin, Nikki Holliday, Samuel W Oxford, Charles Nduka, Ala Szczepura

J Med Internet Res 2025 (Nov 27); 27:e67851

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Three Body-Worn Accelerometers in the French NutriNet-Santé Cohort: Feasibility and Acceptability Study

Abdouramane Soumaré, Léopold K Fezeu, Jérôme Bouchan, Fabienne Delestre, Alice Bellicha, Greet Cardon, Alan Donnelly, Antje Hebestreit, Mathilde Touvier, Jean-Michel Oppert, Jérémy Vanhelst

JMIR Form Res 2025 (Nov 20); 9:e76167

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User Experiences of Limb-Worn Wearable Devices for Monitoring Parkinson Disease Motor Function and Blood Pressure: Usability Study

Lorna Kenny, Marco Sica, Colum Crowe, Lauren O'Mahony, Brendan O'Flynn, David Scott Mueller, Salvatore Tedesco, John Barton, Suzanne Timmons

JMIR Form Res 2025 (Nov 19); 9:e73423

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Digital Measurement of Subjective Experiences in Alzheimer Disease and Related Dementias (AD/ADRD)

Colin Depp, Jason Holden, Eric Granholm

JMIR Aging 2025 (Nov 18); 8:e71920

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Methods for Analytical Validation of Novel Digital Clinical Measures: Implementation Feasibility Evaluation Using Real-World Datasets

Simon Turner, Lysbeth Floden, Leif Simmatis, Piper Fromy, Joss Langford, Eric J Daza, Andrew Potter, Kathleen Troeger, the STAGES cohort investigator group

J Med Internet Res 2025 (Nov 17); 27:e70314

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Sleep and Activity Patterns as Transdiagnostic Behavioral Biomarkers in Psychiatry: Longitudinal Observational Study From the DeeP-DD Study

Dylan Hamitouche, Tihare Zamorano, Youcef Barkat, Deven Parekh, Lena Palaniyappan, Sara Jalali, David Benrimoh

JMIR Form Res 2025 (Nov 14); 9:e81107

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Effects of Heat Adaptation Behaviors on Resting Heart Rate Response to Summer Temperatures in Older Adults: Wearable Device Panel Study

Chi-Hsien Chen, Feipei Lai, Yu-Lin Chen, Yue Leon Guo

JMIR Mhealth Uhealth 2025 (Nov 14); 13:e67721

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Feasibility of mHealth Strategies to Promote Use of Wrist-Worn Alcohol Biosensors Among Young Adults With HIV: Protocol for the Engage Microrandomized Trial

Stephanie M Carpenter, Stuart Case, Mia Liza A Lustria, Laura Reid Marks, Qinggang Yu, Karen MacDonell, Sylvie Naar, Yan Wang

JMIR Res Protoc 2025 (Nov 12); 14:e69966

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Wearable Augmented Reality for Nystagmus Examination in Patients With Vertigo: Randomized Crossover Usability Study

Ching-Nung Wu, Ming-Che Chen, Chien-Yan Chien, Hsiang-Han Chang, Sheng-Dean Luo, Chung-Feng Hwang, Wan-Jung Chang

J Med Internet Res 2025 (Nov 11); 27:e75327

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AI-Driven Real-Time Monitoring of Cardiovascular Conditions With Wearable Devices: Scoping Review

Ali Abedi, Anshul Verma, Dherya Jain, Jathushan Kaetheeswaran, Cynthia Chui, Milad Lankarany, Shehroz S Khan

JMIR Mhealth Uhealth 2025 (Nov 11); 13:e73846

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Photoplethysmography-Based Machine Learning Approaches for Atrial Fibrillation Burden: Algorithm Development and Validation

Hong Wang, Binbin Liu, Hui Zhang, Zheqi Zhang, Zhigeng Jin, Hao Wang, Yu-Tao Guo

JMIR Cardio 2025 (Nov 10); 9:e78075

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Designing a Gait Recognition Algorithm for Older Adults Using Mobility Aids: Prospective Cohort Study

Samantha Jeane Ray, Jung In Koh, Amanda Mae Liberty, Tracy Anne Hammond, Paula Kay Shireman

JMIR Form Res 2025 (Nov 10); 9:e68669

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Key Features of Digital Phenotyping for Monitoring Mental Disorders: Systematic Review

Hyun Woo Jung, Do Yeon Kim, Ilju Lee, Ok Kim, Seungjin Lee, Sujin Lee, Un Sun Chung, Jae-Hyun Kim, Sehwan Kim, Jung Won Kim, Ah Lahm Shin, Jung Jae Lee

J Med Internet Res 2025 (Nov 05); 27:e77331

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Smart Device–Based Therapy on Hand Motor Function Improvement in Stroke Survivors During Rehabilitation: Scoping Review

Kristine Krumina, Una Krumina, Agnese Mikelsone, Liva Araka, Klinta Luize Sprudza, Gerda Madara Ziemele, Guna Semjonova

JMIR Rehabil Assist Technol 2025 (Nov 03); 12:e73533

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Adherence to Actigraphic Devices in Elementary School–Aged Children: Systematic Review and Meta-Analysis

Anna C Morris, Asilay Seker, Laurence Telesia, Alice Wickersham, Brian CF Ching, Rahul Roy, Sophie Epstein, Faith Matcham, Edmund Sonuga-Barke, Johnny Downs

J Med Internet Res 2025 (Nov 03); 27:e79718

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Wearable Artificial Intelligence for Epilepsy: Scoping Review

Sarah Aziz, Amal A M Ali, Hania Aslam, Noor ul Ain, Amna Tariq, Zain Sohail, Sofia Murtaza, Hafiza Iqra Mahmood, Muhammad Irfan Wazeer, Fozia Murtaza, Alaa Abd-alrazaq, Mohammed Alsahli, Rafat Damseh, Rawan AlSaad, Tariq Shahzad, Arfan Ahmed, Javaid Sheikh

J Med Internet Res 2025 (Oct 31); 27:e73593

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Detecting Perceived Unfair Treatment Among US College Students Using Mobile Sensing: Pilot Machine Learning Study

Yiyi Ren, Raghu Mulukutla, Jennifer Mankoff, Anind K Dey

JMIR Form Res 2025 (Oct 31); 9:e78657

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Within- and Between-Individual Compliance in Mobile Health: Joint Modeling Approach to Nonrandom Missingness in an Intensive Longitudinal Observational Study

Young Won Cho, Sy-Miin Chow, Jixin Li, Wei-Lin Wang, Shirlene Wang, Linying Ji, Vernon M Chinchilli, Stephen S Intille, Genevieve Fridlund Dunton

JMIR Mhealth Uhealth 2025 (Oct 30); 13:e65350

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