Investigating microstructural variation in the human hippocampus using non-negative matrix factorization

Investigating microstructural variation in the human hippocampus using non-negative matrix factorization

In this work we use non-negative matrix factorization to identify patterns of microstructural variance in the human hippocampus. We utilize high-resolution structural and diffusion magnetic resonance imaging data from the Human Connectome Project to query hippocampus microstructure on a multivariate...

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Bibliographic Details
Main Authors: Raihaan Patel, Christopher J. Steele, Anthony G.X. Chen, Sejal Patel, Gabriel A. Devenyi, Jürgen Germann, Christine L. Tardif, M. Mallar Chakravarty
Format: Article
Language:English
Published: Elsevier 2020-02-01
Series:NeuroImage
Subjects:
Hippocampus
Microstructure
MRI
Multimodal
Non-negative matrix factorization
Online Access:http://www.sciencedirect.com/science/article/pii/S1053811919309395

Internet

http://www.sciencedirect.com/science/article/pii/S1053811919309395

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