Classification of schizophrenia spectrum disorder using machine learning and functional connectivity: reconsidering the clinical application

Classification of schizophrenia spectrum disorder using machine learning and functional connectivity: reconsidering the clinical application

Abstract Background Early identification of Schizophrenia Spectrum Disorder (SSD) is crucial for effective intervention and prognosis improvement. Previous neuroimaging-based classifications have primarily focused on chronic, medicated SSD cohorts. However, the question remains whether brain metrics...

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Main Authors: Chao Li, Ji Chen, Mengshi Dong, Hao Yan, Feng Chen, Ning Mao, Shuai Wang, Xiaozhu Liu, Yanqing Tang, Fei Wang, Jie Qin
Format: Article
Language:English
Published: BMC 2025-04-01
Series:BMC Psychiatry
Subjects:
Schizophrenia spectrum disorder
Schizophrenia
Machine learning
Functional connectivity
Classification
Online Access:https://doi.org/10.1186/s12888-025-06817-0
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https://doi.org/10.1186/s12888-025-06817-0

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