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...

Descrizione completa

Dettagli Bibliografici
Autori principali: Sundaresan, V, Zamboni, G, Dinsdale, NK, Rothwell, PM, Griffanti, L, Jenkinson, M
Natura: Journal article
Lingua:English
Pubblicazione: Elsevier 2021