Automatic segmentation of white matter hyperintensities in routine clinical brain MRI by 2D VB-Net: A large-scale study

Automatic segmentation of white matter hyperintensities in routine clinical brain MRI by 2D VB-Net: A large-scale study

White matter hyperintensities (WMH) are imaging manifestations frequently observed in various neurological disorders, yet the clinical application of WMH quantification is limited. In this study, we designed a series of dedicated WMH labeling protocols and proposed a convolutional neural network nam...

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Bibliographic Details
Main Authors: Wenhao Zhu, Hao Huang, Yaqi Zhou, Feng Shi, Hong Shen, Ran Chen, Rui Hua, Wei Wang, Shabei Xu, Xiang Luo
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-07-01
Series:Frontiers in Aging Neuroscience
Subjects:
white matter hyperintensities
segmentation
brain MRI
convolutional neural network
multi-modality
Online Access:https://www.frontiersin.org/articles/10.3389/fnagi.2022.915009/full

Internet

https://www.frontiersin.org/articles/10.3389/fnagi.2022.915009/full

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