Digital Biomarkers and Digital Phenotyping

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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Clustering of Hypoglycemia Events in Patients With Hyperinsulinism: Extension of the Digital Phenotype Through Retrospective Data Analysis

Chris Worth, Simon Harper, Maria Salomon-Estebanez, Elaine O'Shea, Paul W Nutter, Mark J Dunne, Indraneel Banerjee

J Med Internet Res 2021 (Oct 29); 23(10):e26957

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Digital Biomarkers for Depression Screening With Wearable Devices: Cross-sectional Study With Machine Learning Modeling

Yuri Rykov, Thuan-Quoc Thach, Iva Bojic, George Christopoulos, Josip Car

JMIR Mhealth Uhealth 2021 (Oct 25); 9(10):e24872

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A Mobile App to Identify Lifestyle Indicators Related to Undergraduate Mental Health (Smart Healthy Campus): Observational App-Based Ecological Momentary Assessment

Chris Brogly, J Kevin Shoemaker, Daniel J Lizotte, Jacqueline K Kueper, Michael Bauer

JMIR Form Res 2021 (Oct 19); 5(10):e29160

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Detecting Subclinical Social Anxiety Using Physiological Data From a Wrist-Worn Wearable: Small-Scale Feasibility Study

Ruksana Shaukat-Jali, Nejra van Zalk, David Edward Boyle

JMIR Form Res 2021 (Oct 07); 5(10):e32656

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Using Acoustic Speech Patterns From Smartphones to Investigate Mood Disorders: Scoping Review

Olivia Flanagan, Amy Chan, Partha Roop, Frederick Sundram

JMIR Mhealth Uhealth 2021 (Sep 17); 9(9):e24352

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Recent Academic Research on Clinically Relevant Digital Measures: Systematic Review

Md Mobashir Hasan Shandhi, Jennifer C Goldsack, Kyle Ryan, Alexandra Bennion, Aditya V Kotla, Alina Feng, Yihang Jiang, Will Ke Wang, Tina Hurst, John Patena, Simona Carini, Jeanne Chung, Jessilyn Dunn

J Med Internet Res 2021 (Sep 15); 23(9):e29875

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Exploring Test-Retest Reliability and Longitudinal Stability of Digital Biomarkers for Parkinson Disease in the m-Power Data Set: Cohort Study

Mehran Sahandi Far, Simon B Eickhoff, Maria Goni, Juergen Dukart

J Med Internet Res 2021 (Sep 13); 23(9):e26608

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Evaluation of Changes in Depression, Anxiety, and Social Anxiety Using Smartphone Sensor Features: Longitudinal Cohort Study

Jonah Meyerhoff, Tony Liu, Konrad P Kording, Lyle H Ungar, Susan M Kaiser, Chris J Karr, David C Mohr

J Med Internet Res 2021 (Sep 03); 23(9):e22844

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Next-Generation Digital Biomarkers for Tuberculosis and Antibiotic Stewardship: Perspective on Novel Molecular Digital Biomarkers in Sweat, Saliva, and Exhaled Breath

Noe Brasier, Michael Osthoff, Fiorangelo De Ieso, Jens Eckstein

J Med Internet Res 2021 (Aug 19); 23(8):e25907

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Evaluating the Validity and Utility of Wearable Technology for Continuously Monitoring Patients in a Hospital Setting: Systematic Review

Vikas Patel, Ani Orchanian-Cheff, Robert Wu

JMIR Mhealth Uhealth 2021 (Aug 18); 9(8):e17411

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Automated Screening for Social Anxiety, Generalized Anxiety, and Depression From Objective Smartphone-Collected Data: Cross-sectional Study

Daniel Di Matteo, Kathryn Fotinos, Sachinthya Lokuge, Geneva Mason, Tia Sternat, Martin A Katzman, Jonathan Rose

J Med Internet Res 2021 (Aug 13); 23(8):e28918

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Predicting Depressive Symptom Severity Through Individuals’ Nearby Bluetooth Device Count Data Collected by Mobile Phones: Preliminary Longitudinal Study

Yuezhou Zhang, Amos A Folarin, Shaoxiong Sun, Nicholas Cummins, Yatharth Ranjan, Zulqarnain Rashid, Pauline Conde, Callum Stewart, Petroula Laiou, Faith Matcham, Carolin Oetzmann, Femke Lamers, Sara Siddi, Sara Simblett, Aki Rintala, David C Mohr, Inez Myin-Germeys, Til Wykes, Josep Maria Haro, Brenda W J H Penninx, Vaibhav A Narayan, Peter Annas, Matthew Hotopf, Richard J B Dobson, RADAR-CNS Consortium

JMIR Mhealth Uhealth 2021 (Jul 30); 9(7):e29840

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