Wearable Devices and Sensors

Acceptability and Usability of a Wearable Device for Sleep Health Among English- and Spanish-Speaking Patients in a Safety Net Clinic: Qualitative Analysis

Larissa Purnell, Maribel Sierra, Sarah Lisker, Melissa S Lim, Emma Bailey, Urmimala Sarkar, Courtney R Lyles, Kim H Nguyen

JMIR Form Res 2023 (Jun 05); 7:e43067

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Prediction of Sleep Stages Via Deep Learning Using Smartphone Audio Recordings in Home Environments: Model Development and Validation

Hai Hong Tran, Jung Kyung Hong, Hyeryung Jang, Jinhwan Jung, Jongmok Kim, Joonki Hong, Minji Lee, Jeong-Whun Kim, Clete A Kushida, Dongheon Lee, Daewoo Kim, In-Young Yoon

J Med Internet Res 2023 (Jun 01); 25:e46216

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Accuracy of a Standalone Atrial Fibrillation Detection Algorithm Added to a Popular Wristband and Smartwatch: Prospective Diagnostic Accuracy Study

Jasper L Selder, Henryk Jan Te Kolste, Jos Twisk, Marlies Schijven, Willem Gielen, Cornelis P Allaart

J Med Internet Res 2023 (May 26); 25:e44642

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Quality of Sleep Data Validation From the Xiaomi Mi Band 5 Against Polysomnography: Comparison Study

Patricia Concheiro-Moscoso, Betania Groba, Diego Alvarez-Estevez, María del Carmen Miranda-Duro, Thais Pousada, Laura Nieto-Riveiro, Francisco Javier Mejuto-Muiño, Javier Pereira

J Med Internet Res 2023 (May 19); 25:e42073

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Using Digital Technology to Quantify Habitual Physical Activity in Community Dwellers With Cognitive Impairment: Systematic Review

Ríona Mc Ardle, Khalid Abdul Jabbar, Silvia Del Din, Alan J Thomas, Louise Robinson, Ngaire Kerse, Lynn Rochester, Michele Callisaya

J Med Internet Res 2023 (May 18); 25:e44352

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Applying the UTAUT2 Model to Smart Eyeglasses to Detect and Prevent Falls Among Older Adults and Examination of Associations With Fall-Related Functional Physical Capacities: Survey Study

Justine Hellec, Meggy Hayotte, Frédéric Chorin, Serge S Colson, Fabienne d'Arripe-Longueville

J Med Internet Res 2023 (May 12); 25:e41220

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Technology-Supported Integrated Care Innovations to Support Diabetes and Mental Health Care: Scoping Review

Megan Racey, Carly Whitmore, Paige Alliston, Joseph A Cafazzo, Allison Crawford, David Castle, Rosa Dragonetti, Donna Fitzpatrick-Lewis, Milos Jovkovic, Osnat C Melamed, Farooq Naeem, Peter Senior, Gillian Strudwick, Seeta Ramdass, Victor Vien, Peter Selby, Diana Sherifali

JMIR Diabetes 2023 (May 09); 8:e44652

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Remote Home Monitoring of Continuous Vital Sign Measurements by Wearables in Patients Discharged After Colorectal Surgery: Observational Feasibility Study

Jobbe P L Leenen, Vera Ardesch, Gijsbert Patijn

JMIR Perioper Med 2023 (May 05); 6:e45113

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Exploring Digital Biomarkers of Illness Activity in Mood Episodes: Hypotheses Generating and Model Development Study

Gerard Anmella, Filippo Corponi, Bryan M Li, Ariadna Mas, Miriam Sanabra, Isabella Pacchiarotti, Marc Valentí, Iria Grande, Antoni Benabarre, Anna Giménez-Palomo, Marina Garriga, Isabel Agasi, Anna Bastidas, Myriam Cavero, Tabatha Fernández-Plaza, Néstor Arbelo, Miquel Bioque, Clemente García-Rizo, Norma Verdolini, Santiago Madero, Andrea Murru, Silvia Amoretti, Anabel Martínez-Aran, Victoria Ruiz, Giovanna Fico, Michele De Prisco, Vincenzo Oliva, Aleix Solanes, Joaquim Radua, Ludovic Samalin, Allan H Young, Eduard Vieta, Antonio Vergari, Diego Hidalgo-Mazzei

JMIR Mhealth Uhealth 2023 (May 04); 11:e45405

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Detecting Medication-Taking Gestures Using Machine Learning and Accelerometer Data Collected via Smartwatch Technology: Instrument Validation Study

Chrisogonas Odero Odhiambo, Lukacs Ablonczy, Pamela J Wright, Cynthia F Corbett, Sydney Reichardt, Homayoun Valafar

JMIR Hum Factors 2023 (May 04); 10:e42714

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Process Evaluation of a Wireless Wearable Continuous Vital Signs Monitoring Intervention in 2 General Hospital Wards: Mixed Methods Study

Jobbe P L Leenen, Henriëtte J M Rasing, Cor J Kalkman, Lisette Schoonhoven, Gijsbert A Patijn

JMIR Nursing 2023 (May 04); 6:e44061

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Data Quality Degradation on Prediction Models Generated From Continuous Activity and Heart Rate Monitoring: Exploratory Analysis Using Simulation

Jason Hearn, Jef Van den Eynde, Bhargava Chinni, Ari Cedars, Danielle Gottlieb Sen, Shelby Kutty, Cedric Manlhiot

JMIR Cardio 2023 (May 03); 7:e40524

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A Novel System to Monitor Tic Attacks for Tourette Syndrome Using Machine Learning and Wearable Technology: Preliminary Survey Study and Proposal for a New Sensing Device

Agni Rajinikanth, Davis Kevin Clark, Marianna Evangelia Kapsetaki

JMIR Neurotech 2023 (Apr 25); 2:e43351

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Clinical Perspectives on Using Remote Measurement Technology in Assessing Epilepsy, Multiple Sclerosis, and Depression: Delphi Study

Jacob A Andrews, Michael P Craven, Boliang Guo, Janice Weyer, Simon Lees, Spyridon I Zormpas, Sarah E Thorpe, Julie Devonshire, Victoria San Antonio-Arce, William P Whitehouse, Jessica Julie, Sam Malins, Alexander Hammers, Andreas Reif, Henricus G Ruhe, Federico Durbano, Stefano Barlati, Arjune Sen, Jette L Frederiksen, Alessandra Martinelli, Antonio Callen, Joan Torras-Borrell, Nuria Berrocal-Izquierdo, Ana Zabalza, Richard Morriss, Chris Hollis, The RADAR-CNS Consortium

JMIR Neurotech 2023 (Apr 25); 2:e41439

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Evidence for the Efficacy of Commercially Available Wearable Biofeedback Gait Devices: Consumer-Centered Review

Kedar K V Mate, Ahmed Abou-Sharkh, Maedeh Mansoubi, Aeshah Alosaimi, Helen Dawes, Wright Michael, Olivia Stanwood, Sarah Harding, Daniel Gorenko, Nancy E Mayo

JMIR Rehabil Assist Technol 2023 (Apr 19); 10:e40680

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Fitbit Data to Assess Functional Capacity in Patients Before Elective Surgery: Pilot Prospective Observational Study

Alessandra Angelucci, Massimiliano Greco, Stefano Canali, Giovanni Marelli, Gaia Avidano, Giulia Goretti, Maurizio Cecconi, Andrea Aliverti

J Med Internet Res 2023 (Apr 13); 25:e42815

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Technology Implementation for Mental Health End Users: A Model to Guide Digital Transformation for Inpatient Mental Health Professionals

Jessa Lin Westheimer, Nidal Moukaddam, Jan A Lindsay, Ashutosh Sabharwal, Bijan Najafi, Peter A Iacobelli, Robert J Boland, Michelle A Patriquin

JMIR Ment Health 2023 (Apr 06); 10:e40429

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Predicting Habitual Use of Wearable Health Devices Among Middle-aged Individuals With Metabolic Syndrome Risk Factors in South Korea: Cross-sectional Study

Jaeyoung Ha, Jungmi Park, Sangyi Lee, Jeong Lee, Jin-Young Choi, Junhyoung Kim, Sung-il Cho, Gyeong-Suk Jeon

JMIR Form Res 2023 (Apr 06); 7:e42087

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Compliance Challenges in a Longitudinal COVID-19 Cohort Using Wearables for Continuous Monitoring: Observational Study

Mario Mekhael, Chan Ho, Charbel Noujaim, Ala Assaf, Hadi Younes, Abdel Hadi El Hajjar, Humza A Chaudhry, Brennan Lanier, Nour Chouman, Noor Makan, Botao Shan, Yichi Zhang, Lilas Dagher, Omar Kreidieh, Nassir Marrouche, Eoin Donnellan

J Med Internet Res 2023 (Apr 05); 25:e43134

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Criteria for Advanced Prosthetic Foot Prescription: Rationale, Design, and Protocol for a Multisite, Randomized Controlled Trial

Jason T Maikos, Brad D Hendershot, Alison L Pruziner, Michael J Hyre, John M Chomack, Samuel L Phillips, Jeffrey T Heckman, Alexis N Sidiropoulos, Christopher L Dearth, Leif M Nelson

JMIR Res Protoc 2023 (Apr 04); 12:e45612

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