Dilated Saliency U-Net for White Matter Hyperintensities Segmentation Using Irregularity Age Map

Dilated Saliency U-Net for White Matter Hyperintensities Segmentation Using Irregularity Age Map

White matter hyperintensities (WMH) appear as regions of abnormally high signal intensity on T2-weighted magnetic resonance image (MRI) sequences. In particular, WMH have been noteworthy in age-related neuroscience for being a crucial biomarker for all types of dementia and brain aging processes. Th...

Full description

Bibliographic Details
Main Authors: Yunhee Jeong, Muhammad Febrian Rachmadi, Maria del C. Valdés-Hernández, Taku Komura
Format: Article
Language:English
Published: Frontiers Media S.A. 2019-06-01
Series:Frontiers in Aging Neuroscience
Subjects:
white matter hyperintensities
irregularity age map
saliency U-Net
MRI
segmentation
dilated convolution
Online Access:https://www.frontiersin.org/article/10.3389/fnagi.2019.00150/full

Internet

https://www.frontiersin.org/article/10.3389/fnagi.2019.00150/full

Similar Items