Omni-supervised domain adversarial training for white matter hyperintensity segmentation in the UK Biobank

White matter hyperintensities (WMHs, or lesions) appear as hyperintense, localized regions on T2-weighted and FLAIR brain MR images. The heterogeneity in lesion characteristics due to subject-level (e.g., local intensity/contrast) and population-level (e.g., demographic, scanner-related) variations...

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Bibliographic Details
Main Authors: Sundaresan, V, Dinsdale, NK, Jenkinson, M, Griffanti, L
Format: Conference item
Language:English
Published: IEEE 2022