Automatic schizophrenic discrimination on fNIRS by using complex brain network analysis and SVM

Automatic schizophrenic discrimination on fNIRS by using complex brain network analysis and SVM

Abstract Background Schizophrenia is a kind of serious mental illness. Due to the lack of an objective physiological data supporting and a unified data analysis method, doctors can only rely on the subjective experience of the data to distinguish normal people and patients, which easily lead to misd...

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Bibliographic Details
Main Authors: Hong Song, Lei Chen, RuiQi Gao, Iordachescu Ilie Mihaita Bogdan, Jian Yang, Shuliang Wang, Wentian Dong, Wenxiang Quan, Weimin Dang, Xin Yu
Format: Article
Language:English
Published: BMC 2017-12-01
Series:BMC Medical Informatics and Decision Making
Subjects:
Functional near-infrared spectroscopy
Schizophrenia discrimination
Complex brain network analysis
Support vector machine
Online Access:http://link.springer.com/article/10.1186/s12911-017-0559-5

Internet

http://link.springer.com/article/10.1186/s12911-017-0559-5

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