Comparison of domain adaptation techniques for white matter hyperintensity segmentation in brain MR images

Robust automated segmentation of white matter hyperintensities (WMHs) in different datasets (domains) is highly challenging due to differences in acquisition (scanner, sequence), population (WMH amount and location) and limited availability of manual segmentations to train supervised algorithms. In...

Полное описание

Библиографические подробности
Главные авторы: Sundaresan, V, Zamboni, G, Dinsdale, NK, Rothwell, PM, Griffanti, L, Jenkinson, M
Формат: Journal article
Язык:English
Опубликовано: Elsevier 2021