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Hypernetwork Construction and Feature Fusion Analysis Based on Sparse Group Lasso Method on fMRI Dataset

Recent works have shown that the resting-state brain functional connectivity hypernetwork, where multiple nodes can be connected, are an effective technique for brain disease diagnosis and classification research. The lasso method was used to construct hypernetworks by solving sparse linear regressi...

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Detalles Bibliográficos
Autores principales: Li, Yao, Sun, Chao, Li, Pengzu, Zhao, Yunpeng, Mensah, Godfred Kim, Xu, Yong, Guo, Hao, Chen, Junjie
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7029661/
https://www.ncbi.nlm.nih.gov/pubmed/32116508
http://dx.doi.org/10.3389/fnins.2020.00060