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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Detalles Bibliográficos
Autores principales: 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
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2018
Materias:
Research Paper
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5952341/
https://www.ncbi.nlm.nih.gov/pubmed/29622496
http://dx.doi.org/10.1016/j.ebiom.2018.03.017

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