Digital Biomarkers and Digital Phenotyping

Objectively Monitoring Amyotrophic Lateral Sclerosis Patient Symptoms During Clinical Trials With Sensors: Observational Study

Luis Garcia-Gancedo, Madeline L Kelly, Arseniy Lavrov, Jim Parr, Rob Hart, Rachael Marsden, Martin R Turner, Kevin Talbot, Theresa Chiwera, Christopher E Shaw, Ammar Al-Chalabi

JMIR Mhealth Uhealth 2019 (Dec 20); 7(12):e13433

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How New Technologies Can Improve Prediction, Assessment, and Intervention in Obsessive-Compulsive Disorder (e-OCD): Review

Florian Ferreri, Alexis Bourla, Charles-Siegfried Peretti, Tomoyuki Segawa, Nemat Jaafari, Stéphane Mouchabac

JMIR Ment Health 2019 (Dec 10); 6(12):e11643

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Wearable Technology for High-Frequency Cognitive and Mood Assessment in Major Depressive Disorder: Longitudinal Observational Study

Francesca Cormack, Maggie McCue, Nick Taptiklis, Caroline Skirrow, Emilie Glazer, Elli Panagopoulos, Tempest A van Schaik, Ben Fehnert, James King, Jennifer H Barnett

JMIR Ment Health 2019 (Nov 18); 6(11):e12814

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Public Opinions on Using Social Media Content to Identify Users With Depression and Target Mental Health Care Advertising: Mixed Methods Survey

Elizabeth Ford, Keegan Curlewis, Akkapon Wongkoblap, Vasa Curcin

JMIR Ment Health 2019 (Nov 13); 6(11):e12942

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Depression Prediction by Using Ecological Momentary Assessment, Actiwatch Data, and Machine Learning: Observational Study on Older Adults Living Alone

Heejung Kim, SungHee Lee, SangEun Lee, Soyun Hong, HeeJae Kang, Namhee Kim

JMIR Mhealth Uhealth 2019 (Oct 16); 7(10):e14149

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Validation of an mHealth App for Depression Screening and Monitoring (Psychologist in a Pocket): Correlational Study and Concurrence Analysis

Roann Munoz Ramos, Paula Glenda Ferrer Cheng, Stephan Michael Jonas

JMIR Mhealth Uhealth 2019 (Sep 16); 7(9):e12051

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Psychiatry Outpatients’ Willingness to Share Social Media Posts and Smartphone Data for Research and Clinical Purposes: Survey Study

Agnes Rieger, Averi Gaines, Ian Barnett, Claudia Frances Baldassano, Mary Beth Connolly Gibbons, Paul Crits-Christoph

JMIR Form Res 2019 (Sep 06); 3(3):e14329

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Current State of Digital Biomarker Technologies for Real-Life, Home-Based Monitoring of Cognitive Function for Mild Cognitive Impairment to Mild Alzheimer Disease and Implications for Clinical Care: Systematic Review

Antoine Piau, Katherine Wild, Nora Mattek, Jeffrey Kaye

J Med Internet Res 2019 (Aug 30); 21(8):e12785

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Passive Sensing of Health Outcomes Through Smartphones: Systematic Review of Current Solutions and Possible Limitations

Alina Trifan, Maryse Oliveira, José Luís Oliveira

JMIR Mhealth Uhealth 2019 (Aug 23); 7(8):e12649

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Identifying Behavioral Phenotypes of Loneliness and Social Isolation with Passive Sensing: Statistical Analysis, Data Mining and Machine Learning of Smartphone and Fitbit Data

Afsaneh Doryab, Daniella K Villalba, Prerna Chikersal, Janine M Dutcher, Michael Tumminia, Xinwen Liu, Sheldon Cohen, Kasey Creswell, Jennifer Mankoff, John D Creswell, Anind K Dey

JMIR Mhealth Uhealth 2019 (Jul 24); 7(7):e13209

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Functional Magnetic Resonance Imaging Biomarkers Predicting Cognitive Progression in Parkinson Disease: Protocol for a Prospective Longitudinal Cohort Study

Brenda Hanna-Pladdy, Rao Gullapalli, Hegang Chen

JMIR Res Protoc 2019 (Apr 29); 8(4):e12870

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The Potential of Game-Based Digital Biomarkers for Modeling Mental Health

Regan Lee Mandryk, Max Valentin Birk

JMIR Ment Health 2019 (Apr 23); 6(4):e13485

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Mood Prediction of Patients With Mood Disorders by Machine Learning Using Passive Digital Phenotypes Based on the Circadian Rhythm: Prospective Observational Cohort Study

Chul-Hyun Cho, Taek Lee, Min-Gwan Kim, Hoh Peter In, Leen Kim, Heon-Jeong Lee

J Med Internet Res 2019 (Apr 17); 21(4):e11029

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Identification of Motor Symptoms Related to Parkinson Disease Using Motion-Tracking Sensors at Home (KÄVELI): Protocol for an Observational Case-Control Study

Milla Jauhiainen, Juha Puustinen, Saeed Mehrang, Jari Ruokolainen, Anu Holm, Antti Vehkaoja, Hannu Nieminen

JMIR Res Protoc 2019 (Mar 27); 8(3):e12808

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Temporal Stability of Smartphone Use Data: Determining Fundamental Time Unit and Independent Cycle

Yuan-Chien Pan, Hsiao-Han Lin, Yu-Chuan Chiu, Sheng-Hsuan Lin, Yu-Hsuan Lin

JMIR Mhealth Uhealth 2019 (Mar 26); 7(3):e12171

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Middle-Aged Men With HIV Have Diminished Accelerometry-Based Activity Profiles Despite Similar Lab-Measured Gait Speed: Pilot Study

Timothy M Hale, Viola Guardigni, Eva Roitmann, Matthieu Vegreville, Brooke Brawley, Erin Woodbury, Thomas W Storer, Paul E Sax, Monty Montano

JMIR Mhealth Uhealth 2019 (Feb 01); 7(2):e11190

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