Bridging structural MRI with cognitive function for individual level classification of early psychosis via deep learning

Bridging structural MRI with cognitive function for individual level classification of early psychosis via deep learning

IntroductionRecent efforts have been made to apply machine learning and deep learning approaches to the automated classification of schizophrenia using structural magnetic resonance imaging (sMRI) at the individual level. However, these approaches are less accurate on early psychosis (EP) since ther...

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Bibliographic Details
Main Authors: Yang Wen, Chuan Zhou, Leiting Chen, Yu Deng, Martine Cleusix, Raoul Jenni, Philippe Conus, Kim Q. Do, Lijing Xin
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-01-01
Series:Frontiers in Psychiatry
Subjects:
early psychosis
cognition estimation
classification
deep learning
structural MRI (sMRI)
schizophrenia
Online Access:https://www.frontiersin.org/articles/10.3389/fpsyt.2022.1075564/full

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