Digital Biomarkers and Digital Phenotyping

“How Is My Child’s Asthma?” Digital Phenotype and Actionable Insights for Pediatric Asthma

Utkarshani Jaimini, Krishnaprasad Thirunarayan, Maninder Kalra, Revathy Venkataraman, Dipesh Kadariya, Amit Sheth

JMIR Pediatr Parent 2018 (Dec 14); 1(2):e11988

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Combining Continuous Smartphone Native Sensors Data Capture and Unsupervised Data Mining Techniques for Behavioral Changes Detection: A Case Series of the Evidence-Based Behavior (eB2) Study

Sofian Berrouiguet, David Ramírez, María Luisa Barrigón, Pablo Moreno-Muñoz, Rodrigo Carmona Camacho, Enrique Baca-García, Antonio Artés-Rodríguez

JMIR Mhealth Uhealth 2018 (Dec 10); 6(12):e197

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Establishing Digital Biomarkers for Occupational Health Assessment in Commercial Salmon Fishermen: Protocol for a Mixed-Methods Study

Rachel Elizabeth Wilbur, Jacob Spencer Griffin, Mark Sorensen, Robert Daniel Furberg

JMIR Res Protoc 2018 (Dec 10); 7(12):e10215

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Predicting Mood Disturbance Severity with Mobile Phone Keystroke Metadata: A BiAffect Digital Phenotyping Study

John Zulueta, Andrea Piscitello, Mladen Rasic, Rebecca Easter, Pallavi Babu, Scott A Langenecker, Melvin McInnis, Olusola Ajilore, Peter C Nelson, Kelly Ryan, Alex Leow

J Med Internet Res 2018 (Jul 20); 20(7):e241

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Identifying Objective Physiological Markers and Modifiable Behaviors for Self-Reported Stress and Mental Health Status Using Wearable Sensors and Mobile Phones: Observational Study

Akane Sano, Sara Taylor, Andrew W McHill, Andrew JK Phillips, Laura K Barger, Elizabeth Klerman, Rosalind Picard

J Med Internet Res 2018 (Jun 08); 20(6):e210

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