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Learning joint segmentation of tissues and brain lesions from task-specific hetero-modal domain-shifted datasets

Brain tissue segmentation from multimodal MRI is a key building block of many neuroimaging analysis pipelines. Established tissue segmentation approaches have, however, not been developed to cope with large anatomical changes resulting from pathology, such as white matter lesions or tumours, and oft...

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Bibliografiske detaljer
Udgivet i:Med Image Anal
Main Authors: Dorent, Reuben, Booth, Thomas, Li, Wenqi, Sudre, Carole H., Kafiabadi, Sina, Cardoso, Jorge, Ourselin, Sebastien, Vercauteren, Tom
Format: Artigo
Sprog:Inglês
Udgivet: 2021
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC7116853/
https://ncbi.nlm.nih.gov/pubmed/33129151
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.media.2020.101862
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