Detection of Posttraumatic Stress Disorder With Rest-Activity Data: Machine Learning Approach Using Wearable and Self-Report Data

Katherine Wislocki   ¹ , MA ;   Ghazal Naderi   ¹ , BS ;   Jessica L Borelli   ¹ , PhD ;   Mark Pollack   ² , PhD ;   Douglas A Granger   ^{1, 3} , PhD ;   David P Cenkner   ¹ , MA ;   Margaret Canady   ¹ , MA ;   Helen J Burgess   ⁴ , PhD ;   Alyson K Zalta   ¹ , PhD

¹ Department of Psychology, University of California, Irvine, Irvine, CA, United States

² Department of Behavioral Sciences and Psychiatry, Rush University Medical Center, Chicago, IL, United States

³ Department of Pediatrics, Johns Hopkins Medicine, Baltimore, MD, United States

⁴ Department of Psychiatry, University of Michigan Medicine, Ann Arbor, MI, United States