Medicine and Health
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.
Related Publications
Explore these studies to deepen your understanding of the subject.
