Dilated saliency u-net for white matter hyperintensities segmentation using irregularity age map

Y Jeong, MF Rachmadi… - Frontiers in aging …, 2019 - frontiersin.org
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 …

Transfer learning for task adaptation of brain lesion assessment and prediction of brain abnormalities progression/regression using irregularity age map in brain mri

MF Rachmadi, M del C. Valdés-Hernández… - … Intelligence in MEdicine …, 2018 - Springer
Abstract The Irregularity Age Map (IAM) for the unsupervised assessment of brain white
matter hyperintensities (WMH) opens several opportunities in machine learning-based MRI …