Machine Learning Methods for Quantification of Depression Severity and Prediction of Recovery Trajectory using Longitudinal Video and Audio Data, with Applications to Deep Brain Stimulation Treatment Optimization

Using Patient Perspectives to Analyze the Ethical Implications of Identity during Deep Brain Stimulation for Treatment Resistant Depression