A Scalable Approach to Independent Vector Analysis by Shared Subspace Separation for Multi-Subject fMRI Analysis

Joint blind source separation (JBSS) has wide applications in modeling latent structures across multiple related datasets. However, JBSS is computationally prohibitive with high-dimensional data, limiting the number of datasets that can be included in a tractable analysis. Furthermore, JBSS may not...

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Detalles Bibliográficos
Autores principales: Sun, Mingyu, Gabrielson, Ben, Akhonda, Mohammad Abu Baker Siddique, Yang, Hanlu, Laport, Francisco, Calhoun, Vince, Adali, Tülay
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10256022/
https://www.ncbi.nlm.nih.gov/pubmed/37300060
http://dx.doi.org/10.3390/s23115333

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10256022/
https://www.ncbi.nlm.nih.gov/pubmed/37300060
http://dx.doi.org/10.3390/s23115333

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