Performing Sparse Regularization and Dimension Reduction Simultaneously in Multimodal Data Fusion

Collecting multiple modalities of neuroimaging data on the same subject is increasingly becoming the norm in clinical practice and research. Fusing multiple modalities to find related patterns is a challenge in neuroimaging analysis. Canonical correlation analysis (CCA) is commonly used as a symmetr...

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Detalles Bibliográficos
Autores principales: Yang, Zhengshi, Zhuang, Xiaowei, Bird, Christopher, Sreenivasan, Karthik, Mishra, Virendra, Banks, Sarah, Cordes, Dietmar
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2019
Materias:
Neuroscience
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6618346/
https://www.ncbi.nlm.nih.gov/pubmed/31333396
http://dx.doi.org/10.3389/fnins.2019.00642

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6618346/
https://www.ncbi.nlm.nih.gov/pubmed/31333396
http://dx.doi.org/10.3389/fnins.2019.00642

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