Medicine and HealthScientific Reports

Mobile sensing-based depression severity assessment in participants with heterogeneous mental health conditions

B. Lamichhane, N. Moukaddam, et al.

Mobile sensing combined with week-long free-living audio can improve depression severity assessment across healthy and clinical groups: models using communication logs and location data achieved RMSE 6.80, and adding wearable audioband-derived sociability features reduced RMSE to 6.07 and raised F1 from 0.34 to 0.46. Research conducted by Bishal Lamichhane, Nidal Moukaddam, and Ashutosh Sabharwal.... show more

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