Prediction of anxious depression using multimodal neuroimaging and machine learning

Prediction of anxious depression using multimodal neuroimaging and machine learning

Anxious depression is a common subtype of major depressive disorder (MDD) associated with adverse outcomes and severely impaired social function. It is important to clarify the underlying neurobiology of anxious depression to refine the diagnosis and stratify patients for therapy. Here we explored a...

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Bibliographic Details
Main Authors: Enqi Zhou, Wei Wang, Simeng Ma, Xinhui Xie, Lijun Kang, Shuxian Xu, Zipeng Deng, Qian Gong, Zhaowen Nie, Lihua Yao, Lihong Bu, Fei Wang, Zhongchun Liu
Format: Article
Language:English
Published: Elsevier 2024-01-01
Series:NeuroImage
Subjects:
Anxious depression
Major depressive disorder
Resting-state functional MRI
Gray matter volume
Random forest model
Online Access:http://www.sciencedirect.com/science/article/pii/S1053811923006493

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http://www.sciencedirect.com/science/article/pii/S1053811923006493

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