Digital Biomarkers and Digital Phenotyping

Passive Sensor Data for Characterizing States of Increased Risk for Eating Disorder Behaviors in the Digital Phenotyping Arm of the Binge Eating Genetics Initiative: Protocol for an Observational Study

Robyn E Kilshaw, Colin Adamo, Jonathan E Butner, Pascal R Deboeck, Qinxin Shi, Cynthia M Bulik, Rachael E Flatt, Laura M Thornton, Stuart Argue, Jenna Tregarthen, Brian R W Baucom

JMIR Res Protoc 2022 (Jun 02); 11(6):e38294

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A Model for Estimating Biological Age From Physiological Biomarkers of Healthy Aging: Cross-sectional Study

Karina Louise Skov Husted, Andreas Brink-Kjær, Mathilde Fogelstrøm, Pernille Hulst, Akita Bleibach, Kaj-Åge Henneberg, Helge Bjarup Dissing Sørensen, Flemming Dela, Jens Christian Brings Jacobsen, Jørn Wulff Helge

JMIR Aging 2022 (May 10); 5(2):e35696

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Smartphone Sensor Data for Identifying and Monitoring Symptoms of Mood Disorders: A Longitudinal Observational Study

Taylor A Braund, May The Zin, Tjeerd W Boonstra, Quincy J J Wong, Mark E Larsen, Helen Christensen, Gabriel Tillman, Bridianne O’Dea

JMIR Ment Health 2022 (May 04); 9(5):e35549

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Lifelog Retrieval From Daily Digital Data: Narrative Review

Ricardo Ribeiro, Alina Trifan, António J R Neves

JMIR Mhealth Uhealth 2022 (May 02); 10(5):e30517

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Data Visualization for Chronic Neurological and Mental Health Condition Self-management: Systematic Review of User Perspectives

Ashley Polhemus, Jan Novak, Shazmin Majid, Sara Simblett, Daniel Morris, Stuart Bruce, Patrick Burke, Marissa F Dockendorf, Gergely Temesi, Til Wykes

JMIR Ment Health 2022 (Apr 28); 9(4):e25249

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Assessment of Population Well-being With the Mental Health Quotient: Validation Study

Jennifer Jane Newson, Vladyslav Pastukh, Tara C Thiagarajan

JMIR Ment Health 2022 (Apr 20); 9(4):e34105

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Global Research Trends in Tyrosine Kinase Inhibitors: Coword and Visualization Study

Jiming Hu, Kai Xing, Yan Zhang, Miao Liu, Zhiwei Wang

JMIR Med Inform 2022 (Apr 08); 10(4):e34548

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Tracking Subjective Sleep Quality and Mood With Mobile Sensing: Multiverse Study

Koen Niemeijer, Merijn Mestdagh, Peter Kuppens

J Med Internet Res 2022 (Mar 18); 24(3):e25643

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Concept Libraries for Repeatable and Reusable Research: Qualitative Study Exploring the Needs of Users

Zahra Almowil, Shang-Ming Zhou, Sinead Brophy, Jodie Croxall

JMIR Hum Factors 2022 (Mar 15); 9(1):e31021

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Sensing Apps and Public Data Sets for Digital Phenotyping of Mental Health: Systematic Review

Jean P M Mendes, Ivan R Moura, Pepijn Van de Ven, Davi Viana, Francisco J S Silva, Luciano R Coutinho, Silmar Teixeira, Joel J P C Rodrigues, Ariel Soares Teles

J Med Internet Res 2022 (Feb 17); 24(2):e28735

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Passive Data Use for Ethical Digital Public Health Surveillance in a Postpandemic World

John L Kilgallon, Ishaan Ashwini Tewarie, Marike L D Broekman, Aakanksha Rana, Timothy R Smith

J Med Internet Res 2022 (Feb 15); 24(2):e30524

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An Ethics Checklist for Digital Health Research in Psychiatry: Viewpoint

Francis X Shen, Benjamin C Silverman, Patrick Monette, Sara Kimble, Scott L Rauch, Justin T Baker

J Med Internet Res 2022 (Feb 09); 24(2):e31146

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Enabling Research and Clinical Use of Patient-Generated Health Data (the mindLAMP Platform): Digital Phenotyping Study

Aditya Vaidyam, John Halamka, John Torous

JMIR Mhealth Uhealth 2022 (Jan 07); 10(1):e30557

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Effects of Urban Green Space on Cardiovascular and Respiratory Biomarkers in Chinese Adults: Panel Study Using Digital Tracking Devices

Lin Yang, Ka Long Chan, John W M Yuen, Frances K Y Wong, Lefei Han, Hung Chak Ho, Katherine K P Chang, Yuen Shan Ho, Judy Yuen-Man Siu, Linwei Tian, Man Sing Wong

JMIR Cardio 2021 (Dec 30); 5(2):e31316

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Detection of Clenbuterol-Induced Changes in Heart Rate Using At-Home Recorded Smartwatch Data: Randomized Controlled Trial

Willem O Elzinga, Samantha Prins, Laura G J M Borghans, Pim Gal, Gabriel A Vargas, Geert J Groeneveld, Robert J Doll

JMIR Form Res 2021 (Dec 30); 5(12):e31890

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A Phenotyping Algorithm to Identify People With HIV in Electronic Health Record Data (HIV-Phen): Development and Evaluation Study

Sarah B May, Thomas P Giordano, Assaf Gottlieb

JMIR Form Res 2021 (Nov 25); 5(11):e28620

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Development of a Wearable Biocueing App (Sense-IT) Among Forensic Psychiatric Outpatients With Aggressive Behavior: Design and Evaluation Study

Annemieke ter Harmsel, Thimo van der Pol, Lise Swinkels, Anna E Goudriaan, Arne Popma, Matthijs L Noordzij

JMIR Form Res 2021 (Nov 24); 5(11):e29267

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Outcomes of Digital Biomarker–Based Interventions: Protocol for a Systematic Review of Systematic Reviews

Hossein Motahari-Nezhad, Márta Péntek, László Gulácsi, Zsombor Zrubka

JMIR Res Protoc 2021 (Nov 24); 10(11):e28204

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Opening the Black Box of Daily Life in Nonsuicidal Self-injury Research: With Great Opportunity Comes Great Responsibility

Glenn Kiekens, Kealagh Robinson, Ruth Tatnell, Olivia J Kirtley

JMIR Ment Health 2021 (Nov 19); 8(11):e30915

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Dissecting Digital Card Games to Yield Digital Biomarkers for the Assessment of Mild Cognitive Impairment: Methodological Approach and Exploratory Study

Karsten Gielis, Marie-Elena Vanden Abeele, Robin De Croon, Paul Dierick, Filipa Ferreira-Brito, Lies Van Assche, Katrien Verbert, Jos Tournoy, Vero Vanden Abeele

JMIR Serious Games 2021 (Nov 04); 9(4):e18359

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