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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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Bibliographische Detailangaben
Veröffentlicht in:Med Image Anal
Hauptverfasser: Dorent, Reuben, Booth, Thomas, Li, Wenqi, Sudre, Carole H., Kafiabadi, Sina, Cardoso, Jorge, Ourselin, Sebastien, Vercauteren, Tom
Format: Artigo
Sprache:Inglês
Veröffentlicht: 2021
Schlagworte:
Online Zugang: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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