A robust automated segmentation method for white matter hyperintensity of vascular-origin

A robust automated segmentation method for white matter hyperintensity of vascular-origin

White matter hyperintensity (WMH) is a primary manifestation of small vessel disease (SVD), leading to vascular cognitive impairment and other disorders. Accurate WMH quantification is vital for diagnosis and prognosis, but current automatic segmentation methods often fall short, especially across d...

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Bibliographic Details
Main Authors: Haoying He, Jiu Jiang, Sisi Peng, Chu He, Tianqi Sun, Fan Fan, Hao Song, Dong Sun, Zhipeng Xu, Shenjia Wu, Dongwei Lu, Junjian Zhang
Format: Article
Language:English
Published: Elsevier 2025-07-01
Series:NeuroImage
Subjects:
Segmentation
White matter hyperintensity
Small vessel disease
Magnetic resonance imaging
T2-weighted fluid attenuated inversion recovery
Deep learning
Online Access:http://www.sciencedirect.com/science/article/pii/S1053811925002824
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http://www.sciencedirect.com/science/article/pii/S1053811925002824

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