Remote Digital Measurement of Facial and Vocal Markers of Major Depressive Disorder Severity and Treatment Response: A Pilot Study

• Main Authors: Anzar Abbas (Author), Colin Sauder (Author), Vijay Yadav (Author), Vidya Koesmahargyo (Author), Allison Aghjayan (Author), Serena Marecki (Author), Miriam Evans (Author), Isaac R. Galatzer-Levy (Author)
• Format: Book
• Published: Frontiers Media S.A., 2021-03-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

Objectives: Multiple machine learning-based visual and auditory digital markers have demonstrated associations between major depressive disorder (MDD) status and severity. The current study examines if such measurements can quantify response to antidepressant treatment (ADT) with selective serotonin...