Predicting treatment response in individuals with major depressive disorder using structural MRI-based similarity features

Predicting treatment response in individuals with major depressive disorder using structural MRI-based similarity features

Abstract Background Major Depressive Disorder (MDD) is a prevalent mental health condition with significant societal impact. Structural magnetic resonance imaging (sMRI) and machine learning have shown promise in psychiatry, offering insights into brain abnormalities in MDD. However, predicting trea...

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Bibliographic Details
Main Authors: Sutao Song, Songling Wang, Jingjing Gao, Lingkai Zhu, Wenxin Zhang, Yan Wang, Donglin Wang, Danning Zhang, Kangcheng Wang
Format: Article
Language:English
Published: BMC 2025-05-01
Series:BMC Psychiatry
Subjects:
MDD
Structural MRI
Treatment outcome
Brain connectivity
Machine learning
Online Access:https://doi.org/10.1186/s12888-025-06945-7
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