Effects of Brain Atlases and Machine Learning Methods on the Discrimination of Schizophrenia Patients: A Multimodal MRI Study

Effects of Brain Atlases and Machine Learning Methods on the Discrimination of Schizophrenia Patients: A Multimodal MRI Study

Recently, machine learning techniques have been widely applied in discriminative studies of schizophrenia (SZ) patients with multimodal magnetic resonance imaging (MRI); however, the effects of brain atlases and machine learning methods remain largely unknown. In this study, we collected MRI data fo...

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Bibliographic Details
Main Authors: Jinyu Zang, Yuanyuan Huang, Lingyin Kong, Bingye Lei, Pengfei Ke, Hehua Li, Jing Zhou, Dongsheng Xiong, Guixiang Li, Jun Chen, Xiaobo Li, Zhiming Xiang, Yuping Ning, Fengchun Wu, Kai Wu
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-07-01
Series:Frontiers in Neuroscience
Subjects:
multimodal MRI
schizophrenia
brain atlas
machine learning
classification
Online Access:https://www.frontiersin.org/articles/10.3389/fnins.2021.697168/full

Internet

https://www.frontiersin.org/articles/10.3389/fnins.2021.697168/full

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