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Interpretive JIVE: Connections with CCA and an application to brain connectivity

Joint and Individual Variation Explained (JIVE) is a model that decomposes multiple datasets obtained on the same subjects into shared structure, structure unique to each dataset, and noise. JIVE is an important tool for multimodal data integration in neuroimaging. The two most common algorithms are...

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Detalles Bibliográficos
Autores principales: Murden, Raphiel J., Zhang, Zhengwu, Guo, Ying, Risk, Benjamin B.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9614436/
https://www.ncbi.nlm.nih.gov/pubmed/36312020
http://dx.doi.org/10.3389/fnins.2022.969510