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

Cerebral 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 based on MRI...

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Bibliographic Details

Published in:	Frontiers in neurology Vol. 14; p. 1242685
Main Authors:	Xu, Bin, Zhang, Xiaofeng, Tian, Congyu, Yan, Wei, Wang, Yuanqing, Zhang, Doudou, Liao, Xiangyun, Cai, Xiaodong
Format:	Journal Article
Language:	English
Published:	Switzerland Frontiers Media S.A 27.07.2023
Subjects:	cerebral small vessel disease correlation analysis deep encoder-decoder structure medical 3D segmentation Neurology white matter hyperintensity correlation analysis cerebral small vessel disease deep encoder-decoder structure medical 3D segmentation white matter hyperintensity
ISSN:	1664-2295, 1664-2295
Online Access:	Get full text
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