Harnessing Consumer Wearable Digital Biomarkers for Individualized Recognition of Postpartum Depression Using the All of Us Research Program Data Set: Cross-Sectional Study

Eric Hurwitz   ¹ , PhD ;   Zachary Butzin-Dozier   ² , PhD ;   Hiral Master   ³ , MPH, PT, PhD ;   Shawn T O'Neil   ¹ , MS, PhD ;   Anita Walden   ¹ , MS ;   Michelle Holko   ⁴ , PhD ;   Rena C Patel   ⁵ , MPhil, MPH, MD ;   Melissa A Haendel   ¹ , PhD

¹ Department of Genetics, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States

² School of Public Health, University of California, Berkeley, Berkeley, CA, United States

³ Vanderbilt Institute of Clinical and Translational Research, Vanderbilt University Medical Center, Nashville, TN, United States

⁴ International Computer Science Institute, Berkeley, CA, United States

⁵ Department of Infectious Disease, University of Alabama at Birmingham, Birmingham, AL, United States