Robust brain network identification from multi-subject asynchronous fMRI data

Robust brain network identification from multi-subject asynchronous fMRI data

We describe a novel method for robust identification of common brain networks and their corresponding temporal dynamics across subjects from asynchronous functional MRI (fMRI) using tensor decomposition. We first temporally align asynchronous fMRI data using the orthogonal BrainSync transform, allow...

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Bibliographic Details
Main Authors: Jian Li, Jessica L. Wisnowski, Anand A. Joshi, Richard M. Leahy
Format: Article
Language:English
Published: Elsevier 2021-02-01
Series:NeuroImage
Subjects:
Brain network identification
Functional MRI
Tensor decomposition
Optimization
Online Access:http://www.sciencedirect.com/science/article/pii/S1053811920311009

Internet

http://www.sciencedirect.com/science/article/pii/S1053811920311009

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