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Unified cross-modality feature disentangler for unsupervised multi-domain MRI abdomen organs segmentation

Our contribution is a unified cross-modality feature disentagling approach for multi-domain image translation and multiple organ segmentation. Using CT as the labeled source domain, our approach learns to segment multi-modal (T1-weighted and T2-weighted) MRI having no labeled data. Our approach uses...

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Detalhes bibliográficos
Publicado no:Med Image Comput Comput Assist Interv
Main Authors: Jiang, Jue, Veeraraghavan, Harini
Formato: Artigo
Idioma:Inglês
Publicado em: 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7757792/
https://ncbi.nlm.nih.gov/pubmed/33364627
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/978-3-030-59713-9_34
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