Detection of major depressive disorder from linear and nonlinear heart rate variability features during mental task protocol

Abstract

We demonstrated the machine learning-based diagnosis of MDD using HRV analysis. Monitoring the changes in linear and nonlinear HRV features for various autonomic nervous system states can facilitate the more objective identification of MDD patients.