Multivariate semi-blind deconvolution of fMRI time series

Multivariate semi-blind deconvolution of fMRI time series

Whole brain estimation of the haemodynamic response function (HRF) in functional magnetic resonance imaging (fMRI) is critical to get insight on the global status of the neurovascular coupling of an individual in healthy or pathological condition. Most of existing approaches in the literature works...

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Bibliographic Details
Main Authors: Hamza Cherkaoui, Thomas Moreau, Abderrahim Halimi, Claire Leroy, Philippe Ciuciu
Format: Article
Language:English
Published: Elsevier 2021-11-01
Series:NeuroImage
Subjects:
BOLD signal
HRF
Sparsity
Low-rank decomposition
Multivariate modeling
Dictionary learning
Online Access:http://www.sciencedirect.com/science/article/pii/S1053811921006935

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http://www.sciencedirect.com/science/article/pii/S1053811921006935

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