White matter hyperintensities segmentation using the ensemble U-Net with multi-scale highlighting foregrounds

White matter hyperintensities segmentation using the ensemble U-Net with multi-scale highlighting foregrounds

White matter hyperintensities (WMHs) are abnormal signals within the white matter region on the human brain MRI and have been associated with aging processes, cognitive decline, and dementia. In the current study, we proposed a U-Net with multi-scale highlighting foregrounds (HF) for WMHs segmentati...

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Bibliographic Details
Main Authors: Gilsoon Park, Jinwoo Hong, Ben A. Duffy, Jong-Min Lee, Hosung Kim
Format: Article
Language:English
Published: Elsevier 2021-08-01
Series:NeuroImage
Subjects:
White matter hyperintensities
Segmentation
Deep learning
U-Net
Multi-scale highlighting foregrounds
Online Access:http://www.sciencedirect.com/science/article/pii/S1053811921004171

Internet

http://www.sciencedirect.com/science/article/pii/S1053811921004171

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