Automatic segmentation of white matter hyperintensities and correlation analysis for cerebral small vessel disease

Automatic segmentation of white matter hyperintensities and correlation analysis for cerebral small vessel disease

ObjectiveCerebral white matter hyperintensity can lead to cerebral small vessel disease, MRI images in the brain are used to assess the degree of pathological changes in white matter regions. In this paper, we propose a framework for automatic 3D segmentation of brain white matter hyperintensity bas...

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Bibliographic Details
Main Authors: Bin Xu, Xiaofeng Zhang, Congyu Tian, Wei Yan, Yuanqing Wang, Doudou Zhang, Xiangyun Liao, Xiaodong Cai
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-07-01
Series:Frontiers in Neurology
Subjects:
cerebral small vessel disease
white matter hyperintensity
deep encoder-decoder structure
medical 3D segmentation
correlation analysis
Online Access:https://www.frontiersin.org/articles/10.3389/fneur.2023.1242685/full

Internet

https://www.frontiersin.org/articles/10.3389/fneur.2023.1242685/full

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