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Manifold learning for fMRI time-varying functional connectivity

Whole-brain functional connectivity (FC) measured with functional MRI (fMRI) evolves over time in meaningful ways at temporal scales going from years (e.g., development) to seconds [e.g., within-scan time-varying FC (tvFC)]. Yet, our ability to explore tvFC is severely constrained by its large dimen...

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Detalles Bibliográficos
Autores principales: Gonzalez-Castillo, Javier, Fernandez, Isabel S., Lam, Ka Chun, Handwerker, Daniel A., Pereira, Francisco, Bandettini, Peter A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10366614/
https://www.ncbi.nlm.nih.gov/pubmed/37497043
http://dx.doi.org/10.3389/fnhum.2023.1134012