Schizophrenia Classification Using fMRI Data Based on a Multiple Feature Image Capsule Network Ensemble

Schizophrenia Classification Using fMRI Data Based on a Multiple Feature Image Capsule Network Ensemble

Automatic diagnosis and classification of schizophrenia based on functional magnetic resonance imaging (fMRI) data have attracted increasing attention in recent years. Most previous studies abstracted highly compressed functional features from the view of brain science and fed them into shallow clas...

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Bibliographic Details
Main Authors: Bo Yang, Yuan Chen, Quan-Ming Shao, Rui Yu, Wen-Bin Li, Guan-Qi Guo, Jun-Qiang Jiang, Li Pan
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Schizophrenia classification
multiple features extraction
deep capsule network
classifier ensemble
Online Access:https://ieeexplore.ieee.org/document/8790731/

Internet

https://ieeexplore.ieee.org/document/8790731/

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