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

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

This feature was first presented and analyzed in a previous study by Di Matteo et al [30]. Note that the daily similarity feature, as computed in this work, only captures similarity on a short time scale; as a result, it is not clear if long-term stability in social rhythms would be captured. Environmental audio volume timeseries and values of the daily similarity feature for 2 study participants.

Daniel Di Matteo, Kathryn Fotinos, Sachinthya Lokuge, Geneva Mason, Tia Sternat, Martin A Katzman, Jonathan Rose

J Med Internet Res 2021;23(8):e28918