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An efficient functional magnetic resonance imaging data reduction strategy using neighborhood preserving embedding algorithm

High dimensionality data have become common in neuroimaging fields, especially group‐level functional magnetic resonance imaging (fMRI) datasets. fMRI connectivity analysis is a widely used, powerful technique for studying functional brain networks to probe underlying mechanisms of brain function an...

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Detalles Bibliográficos
Autores principales: Zhao, Wei, Li, Huanjie, Hao, Yuxing, Hu, Guoqiang, Zhang, Yunge, Frederick, Blaise de B., Cong, Fengyu
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley & Sons, Inc. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8886658/
https://www.ncbi.nlm.nih.gov/pubmed/34890077
http://dx.doi.org/10.1002/hbm.25742