New Methods

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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The Fatty Liver, Cirrhosis, and Liver Cancer Study (TENDENCY): Protocol for a Multicenter Case-Control Study

Yaqza Hussain, Ayman Bannaga, Neil Fisher, Ashwin Krishnamoorthy, Peter Kimani, Ahmad Malik, Maria Truslove, Shivam Joshi, Megan Hitchins, Abdullah Abbasi, Christopher Corbett, Matthew Brookes, Harpal Randeva, Nwe Ni Than, Ramesh P Arasaradnam

JMIR Res Protoc 2023 (May 31); 12:e44264

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Reliability and Validity of Noncognitive Ecological Momentary Assessment Survey Response Times as an Indicator of Cognitive Processing Speed in People’s Natural Environment: Intensive Longitudinal Study

Raymond Hernandez, Claire Hoogendoorn, Jeffrey S Gonzalez, Haomiao Jin, Elizabeth A Pyatak, Donna Spruijt-Metz, Doerte U Junghaenel, Pey-Jiuan Lee, Stefan Schneider

JMIR Mhealth Uhealth 2023 (May 30); 11:e45203

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Triggering Weight Management Using Digital Avatars: Prospective Cohort Study

Moyez Jiwa, Tafadzwa Nyanhanda, Michael Dodson

Interact J Med Res 2023 (May 29); 12:e42001

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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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Machine Learning Model to Predict Assignment of Therapy Homework in Behavioral Treatments: Algorithm Development and Validation

Gal Peretz, C Barr Taylor, Josef I Ruzek, Samuel Jefroykin, Shiri Sadeh-Sharvit

JMIR Form Res 2023 (May 15); 7:e45156

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Assessing a Sleep Interviewing Chatbot to Improve Subjective and Objective Sleep: Protocol for an Observational Feasibility Study

Ting Su, Rafael A Calvo, Melanie Jouaiti, Sarah Daniels, Pippa Kirby, Derk-Jan Dijk, Ciro della Monica, Ravi Vaidyanathan

JMIR Res Protoc 2023 (May 11); 12:e45752

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iCHECK-DH: Guidelines and Checklist for the Reporting on Digital Health Implementations

Caroline Perrin Franck, Awa Babington-Ashaye, Damien Dietrich, Georges Bediang, Philippe Veltsos, Pramendra Prasad Gupta, Claudia Juech, Rigveda Kadam, Maxime Collin, Lucy Setian, Jordi Serrano Pons, S Yunkap Kwankam, Béatrice Garrette, Solenne Barbe, Cheick Oumar Bagayoko, Garrett Mehl, Christian Lovis, Antoine Geissbuhler

J Med Internet Res 2023 (May 10); 25:e46694

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Evaluating the Effect of Activity and Environment on Fall Risk in a Paradigm-Depending Laboratory Setting: Protocol for an Experimental Pilot Study

Kim Sarah Sczuka, Marc Schneider, Michael Schellenbach, Ngaire Kerse, Clemens Becker, Jochen Klenk

JMIR Res Protoc 2023 (May 10); 12:e46930

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Acceptability and Feasibility of a Patient-Oriented Music Intervention to Reduce Pain in the Intensive Care Unit: Protocol for a Crossover Pilot Randomized Controlled Trial

Melissa Richard-Lalonde, Nancy Feeley, Sylvie Cossette, Linda L Chlan, Céline Gélinas

JMIR Res Protoc 2023 (May 10); 12:e40760

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Evaluating Listening Performance for COVID-19 Detection by Clinicians and Machine Learning: Comparative Study

Jing Han, Marco Montagna, Andreas Grammenos, Tong Xia, Erika Bondareva, Chloë Siegele-Brown, Jagmohan Chauhan, Ting Dang, Dimitris Spathis, R Andres Floto, Pietro Cicuta, Cecilia Mascolo

J Med Internet Res 2023 (May 09); 25:e44804

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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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Acceptance and Privacy Perceptions Toward Video-based Active and Assisted Living Technologies: Scoping Review

Tamara Mujirishvili, Caterina Maidhof, Francisco Florez-Revuelta, Martina Ziefle, Miguel Richart-Martinez, Julio Cabrero-García

J Med Internet Res 2023 (May 01); 25:e45297

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Removing Biases in Communication of Severity Assessments of Intimate Partner Violence: Model Development and Evaluation

Sverker Sikstrom, Mats Dahl, Emma Claesdotter-Knutsson

J Med Internet Res 2023 (Apr 28); 25:e43499

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Exploring Novel Innovation Strategies to Close a Technology Gap in Neurosurgery: HORAO Crowdsourcing Campaign

Philippe Schucht, Andrea Maria Mathis, Michael Murek, Irena Zubak, Johannes Goldberg, Stephanie Falk, Andreas Raabe

J Med Internet Res 2023 (Apr 28); 25:e42723

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An Integrative Engagement Model of Digital Psychotherapy: Exploratory Focus Group Findings

James M Zech, Morgan Johnson, Michael D Pullmann, Thomas D Hull, Tim Althoff, Sean A Munson, Nicole Fridling, Boris Litvin, Jerilyn Wu, Patricia A Areán

JMIR Form Res 2023 (Apr 26); 7:e41428

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Exploring the Relationship Between Privacy and Utility in Mobile Health: Algorithm Development and Validation via Simulations of Federated Learning, Differential Privacy, and External Attacks

Alexander Shen, Luke Francisco, Srijan Sen, Ambuj Tewari

J Med Internet Res 2023 (Apr 20); 25:e43664

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Effect of the Data Collection Method on Mobile Phone Survey Participation in Bangladesh and Tanzania: Secondary Analyses of a Randomized Crossover Trial

George Pariyo, Ankita Meghani, Dustin Gibson, Joseph Ali, Alain Labrique, Iqbal Ansary Khan, Gulam Muhammed Al Kibria, Honorati Masanja, Adnan Ali Hyder, Saifuddin Ahmed

JMIR Form Res 2023 (Apr 20); 7:e38774

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Data-Driven Identification of Unusual Prescribing Behavior: Analysis and Use of an Interactive Data Tool Using 6 Months of Primary Care Data From 6500 Practices in England

Lisa EM Hopcroft, Jon Massey, Helen J Curtis, Brian Mackenna, Richard Croker, Andrew D Brown, Thomas O'Dwyer, Orla Macdonald, David Evans, Peter Inglesby, Sebastian CJ Bacon, Ben Goldacre, Alex J Walker

JMIR Med Inform 2023 (Apr 19); 11:e44237

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A Digital Telehealth System to Compute Myasthenia Gravis Core Examination Metrics: Exploratory Cohort Study

Marc Garbey, Guillaume Joerger, Quentin Lesport, Helen Girma, Sienna McNett, Mohammad Abu-Rub, Henry Kaminski

JMIR Neurotech 2023 (Apr 19); 2:e43387

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