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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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Detalhes bibliográficos
Publicado no:Med Image Anal
Main Authors: Dorent, Reuben, Booth, Thomas, Li, Wenqi, Sudre, Carole H., Kafiabadi, Sina, Cardoso, Jorge, Ourselin, Sebastien, Vercauteren, Tom
Formato: Artigo
Idioma:Inglês
Publicado em: 2021
Assuntos:
Acesso em linha: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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