Published on in Vol 8, No 8 (2021): August

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/27589, first published .
Toward a Mobile Platform for Real-world Digital Measurement of Depression: User-Centered Design, Data Quality, and Behavioral and Clinical Modeling

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

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

Stefanie Nickels   1 , PhD ;   Matthew D Edwards   1 , PhD ;   Sarah F Poole   1 , PhD ;   Dale Winter   1 , PhD ;   Jessica Gronsbell   1 , PhD ;   Bella Rozenkrants   1 , PhD ;   David P Miller   1 , MSc ;   Mathias Fleck   1 , PhD ;   Alan McLean   1 ;   Bret Peterson   1 , PhD ;   Yuanwei Chen   1 , PhD ;   Alan Hwang   1 , ScB ;   David Rust-Smith   1 , BCS ;   Arthur Brant   1 , MD ;   Andrew Campbell   2 , PhD ;   Chen Chen   1 , MS ;   Collin Walter   1 , MBA ;   Patricia A Arean   3 , PhD ;   Honor Hsin   1 , MD-PhD ;   Lance J Myers   1 , PhD ;   William J Marks Jr   1 , MS-HCM, MD ;   Jessica L Mega   1 , MPH, MD ;   Danielle A Schlosser   1 , PhD ;   Andrew J Conrad   1 , PhD ;   Robert M Califf   1 , MD ;   Menachem Fromer   1 , PhD

1 Verily Life Sciences, South San Francisco, CA, United States

2 Department of Computer Science, Dartmouth College, Hanover, NH, United States

3 Department of Psychiatry & Behavioral Sciences, University of Washington, Seattle, WA, United States

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