Direct Rating Estimation of Enlarged Perivascular Spaces (EPVS) in Brain MRI Using Deep Neural Network

Direct Rating Estimation of Enlarged Perivascular Spaces (EPVS) in Brain MRI Using Deep Neural Network

In this article, we propose a deep-learning-based estimation model for rating enlarged perivascular spaces (EPVS) in the brain’s basal ganglia region using T2-weighted magnetic resonance imaging (MRI) images. The proposed method estimates the EPVS rating directly from the T2-weighted MRI without usi...

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Bibliographic Details
Main Authors: Ehwa Yang, Venkateswarlu Gonuguntla, Won-Jin Moon, Yeonsil Moon, Hee-Jin Kim, Mina Park, Jae-Hun Kim
Format: Article
Language:English
Published: MDPI AG 2021-10-01
Series:Applied Sciences
Subjects:
brain
magnetic resonance imaging
enlarged perivascular spaces
deep learning
dementia
Online Access:https://www.mdpi.com/2076-3417/11/20/9398

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