Comparing resting state and task-based EEG using machine learning to predict vulnerability to depression in a non-clinical population

Abstract Major Depressive Disorder (MDD) affects a large portion of the population and levies a huge societal burden. It has serious consequences like decreased productivity and reduced quality of life, hence there is considerable interest in understanding and predicting it. As it is a mental disord...

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Bibliographic Details
Main Authors: Pallavi Kaushik, Hang Yang, Partha Pratim Roy, Marieke van Vugt
Format: Article
Language:English
Published: Nature Portfolio 2023-05-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-023-34298-2