Depression Disorder Classification of fMRI Data Using Sparse Low-Rank Functional Brain Network and Graph-Based Features

Study of functional brain network (FBN) based on functional magnetic resonance imaging (fMRI) has proved successful in depression disorder classification. One popular approach to construct FBN is Pearson correlation. However, it only captures pairwise relationship between brain regions, while it ign...

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Detalles Bibliográficos
Autores principales: Wang, Xin, Ren, Yanshuang, Zhang, Wensheng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2017
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5405576/
https://www.ncbi.nlm.nih.gov/pubmed/28487746
http://dx.doi.org/10.1155/2017/3609821

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5405576/
https://www.ncbi.nlm.nih.gov/pubmed/28487746
http://dx.doi.org/10.1155/2017/3609821

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