Toward a Mobile Platform for Real-world Digital Measurement of Depression: User-Centered Design, Data Quality, and Behavioral and Clinical Modeling

Stefanie Nickels,Matthew D. Edwards,Sarah F. Poole, Dale Winter,Jessica Gronsbell, Bella Rozenkrants,David P. Miller,Mathias Fleck,Alan McLean, Bret Peterson, Yuanwei Chen, Alan Hwang, David Rust-Smith, Arthur Brant,Andrew Campbell, Chen,Collin Walter,Patricia A. Arean,Honor Hsin,Lance J. Myers,William J. Marks,Jessica L. Mega,Danielle A. Schlosser, Andrew J. Conrad,Robert M. Califf,Menachem Fromer

JMIR Mental Health（2021）

Cited 24|Views29

Key words

mental health,mobile sensing,mobile phone,mHealth,depression,location,GPS,app usage,voice diaries,adherence,engagement,mobility,sleep,physical activity,digital phenotyping,user-centered design

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