Predicting the fMRI Signal Fluctuation with Recurrent Neural Networks Trained on Vascular Network Dynamics

Resting-state functional MRI (rs-fMRI) studies have revealed specific low-frequency hemodynamic signal fluctuations (<0.1 Hz) in the brain, which could be related to neuronal oscillations through the neurovascular coupling mechanism. Given the vascular origin of the fMRI signal, it remains challe...

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Detalles Bibliográficos
Autores principales: Sobczak, Filip, He, Yi, Sejnowski, Terrence J, Yu, Xin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2020
Materias:
Original Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7906791/
https://www.ncbi.nlm.nih.gov/pubmed/32940658
http://dx.doi.org/10.1093/cercor/bhaa260

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7906791/
https://www.ncbi.nlm.nih.gov/pubmed/32940658
http://dx.doi.org/10.1093/cercor/bhaa260

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