Multi-Site Diagnostic Classification of Schizophrenia Using Discriminant Deep Learning with Functional Connectivity MRI

BACKGROUND: A lack of a sufficiently large sample at single sites causes poor generalizability in automatic diagnosis classification of heterogeneous psychiatric disorders such as schizophrenia based on brain imaging scans. Advanced deep learning methods may be capable of learning subtle hidden patt...

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Bibliographic Details
Published in:EBioMedicine
Main Authors: Zeng, Ling-Li, Wang, Huaning, Hu, Panpan, Yang, Bo, Pu, Weidan, Shen, Hui, Chen, Xingui, Liu, Zhening, Yin, Hong, Tan, Qingrong, Wang, Kai, Hu, Dewen
Format: Artigo
Language:Inglês
Published: Elsevier 2018
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Research Paper
Online Access:https://ncbi.nlm.nih.gov/pmc/articles/PMC5952341/
https://ncbi.nlm.nih.gov/pubmed/29622496
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.ebiom.2018.03.017
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