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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Veröffentlicht in:	Frontiers in neurology Jg. 14; S. 1242685
Hauptverfasser:	Xu, Bin, Zhang, Xiaofeng, Tian, Congyu, Yan, Wei, Wang, Yuanqing, Zhang, Doudou, Liao, Xiangyun, Cai, Xiaodong
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Switzerland Frontiers Media S.A 27.07.2023
Schlagworte:	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-Zugang:	Volltext
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