Discriminative analysis of schizophrenia patients using an integrated model combining 3D CNN with 2D CNN: A multimodal MR image and connectomics analysis

Discriminative analysis of schizophrenia patients using an integrated model combining 3D CNN with 2D CNN: A multimodal MR image and connectomics analysis

Objective: Few studies have applied deep learning to the discriminative analysis of schizophrenia (SZ) patients using the fusional features of multimodal MRI data. Here, we proposed an integrated model combining a 3D convolutional neural network (CNN) with a 2D CNN to classify SZ patients. Method: S...

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Bibliographic Details
Main Authors: Haiman Guo, Shuyi Jian, Yubin Zhou, Xiaoyi Chen, Jinbiao Chen, Jing Zhou, Yuanyuan Huang, Guolin Ma, Xiaobo Li, Yuping Ning, Fengchun Wu, Kai Wu
Format: Article
Language:English
Published: Elsevier 2024-01-01
Series:Brain Research Bulletin
Subjects:
Schizophrenia
Brain connectivity
Integrated model
Convolutional neural network
Classification
Online Access:http://www.sciencedirect.com/science/article/pii/S036192302300271X

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http://www.sciencedirect.com/science/article/pii/S036192302300271X

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