Identification of Diagnostic Markers for Major Depressive Disorder Using Machine Learning Methods

Identification of Diagnostic Markers for Major Depressive Disorder Using Machine Learning Methods

BackgroundMajor depressive disorder (MDD) is a global health challenge that impacts the quality of patients’ lives severely. The disorder can manifest in many forms with different combinations of symptoms, which makes its clinical diagnosis difficult. Robust biomarkers are greatly needed to improve...

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Bibliographic Details
Main Authors: Shu Zhao, Zhiwei Bao, Xinyi Zhao, Mengxiang Xu, Ming D. Li, Zhongli Yang
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-06-01
Series:Frontiers in Neuroscience
Subjects:
biomarkers
depression
machine learning
major depressive disorder
meta-analysis
Online Access:https://www.frontiersin.org/articles/10.3389/fnins.2021.645998/full

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https://www.frontiersin.org/articles/10.3389/fnins.2021.645998/full

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