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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Detalhes bibliográficos
Publicado no:Front Neurosci
Main Authors: Yang, Zhengshi, Zhuang, Xiaowei, Bird, Christopher, Sreenivasan, Karthik, Mishra, Virendra, Banks, Sarah, Cordes, Dietmar
Formato: Artigo
Idioma:Inglês
Publicado em: Frontiers Media S.A. 2019
Assuntos:
Neuroscience
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6618346/
https://ncbi.nlm.nih.gov/pubmed/31333396
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fnins.2019.00642
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