Deep learning based detection of enlarged perivascular spaces on brain MRI

Deep learning based detection of enlarged perivascular spaces on brain MRI

Deep learning has been demonstrated effective in many neuroimaging applications. However, in many scenarios, the number of imaging sequences capturing information related to small vessel disease lesions is insufficient to support data-driven techniques. Additionally, cohort-based studies may not alw...

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Bibliographic Details
Main Authors: Tanweer Rashid, Hangfan Liu, Jeffrey B. Ware, Karl Li, Jose Rafael Romero, Elyas Fadaee, Ilya M. Nasrallah, Saima Hilal, R. Nick Bryan, Timothy M. Hughes, Christos Davatzikos, Lenore Launer, Sudha Seshadri, Susan R. Heckbert, Mohamad Habes
Format: Article
Language:English
Published: Elsevier 2023-03-01
Series:NeuroImage: Reports
Subjects:
MRI
Deep learning
Enlarged perivascular space
Online Access:http://www.sciencedirect.com/science/article/pii/S2666956023000077
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