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Multi-organ Segmentation over Partially Labeled Datasets with Multi-scale Feature Abstraction

Shortage of fully annotated datasets has been a limiting factor in developing deep learning based image segmentation algorithms and the problem becomes more pronounced in multi-organ segmentation. In this paper, we propose a unified training strategy that enables a novel multi-scale deep neural netw...

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Publié dans:IEEE Trans Med Imaging
Auteurs principaux: Fang, Xi, Yan, Pingkun
Format: Artigo
Langue:Inglês
Publié: 2020
Sujets:
Accès en ligne:https://ncbi.nlm.nih.gov/pmc/articles/PMC7665851/
https://ncbi.nlm.nih.gov/pubmed/32746108
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/TMI.2020.3001036
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