Multimodal Discrimination of Schizophrenia Using Hybrid Weighted Feature Concatenation of Brain Functional Connectivity and Anatomical Features with an Extreme Learning Machine

Multimodal features of structural and functional magnetic resonance imaging (MRI) of the human brain can assist in the diagnosis of schizophrenia. We performed a classification study on age, sex, and handedness-matched subjects. The dataset we used is publicly available from the Center for Biomedica...

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Bibliographic Details
Published in:Front Neuroinform
Main Authors: Qureshi, Muhammad Naveed Iqbal, Oh, Jooyoung, Cho, Dongrae, Jo, Hang Joon, Lee, Boreom
Format: Artigo
Language:Inglês
Published: Frontiers Media S.A. 2017
Subjects:
Neuroscience
Online Access:https://ncbi.nlm.nih.gov/pmc/articles/PMC5596100/
https://ncbi.nlm.nih.gov/pubmed/28943848
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fninf.2017.00059
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