Automated Screening for Social Anxiety, Generalized Anxiety, and Depression From Objective Smartphone-Collected Data: Cross-sectional Study

Daniel Di Matteo   ¹ , PhD ;   Kathryn Fotinos   ² , BSc (Hons) ;   Sachinthya Lokuge   ² , BSc (Hons) ;   Geneva Mason   ² , BASc (Hons) ;   Tia Sternat   ^{2, 3} , MPsy ;   Martin A Katzman   ^{2, 3, 4, 5} , MD ;   Jonathan Rose   ¹ , PhD, FIEEE, FACM, FM NAE, FRSC

¹ The Edward S Rogers Sr Department of Electrical and Computer Engineering, University of Toronto, Toronto, ON, Canada

² START Clinic for Mood and Anxiety Disorders, Toronto, ON, Canada

³ Department of Psychology, Adler Graduate Professional School, Toronto, ON, Canada

⁴ Department of Psychology, Lakehead University, Thunder Bay, ON, Canada

⁵ The Northern Ontario School of Medicine, Thunder Bay, ON, Canada