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Modified U-Net (mU-Net) with Incorporation of Object-Dependent High Level Features for Improved Liver and Liver-Tumor Segmentation in CT Images

Segmentation of livers and liver tumors is one of the most important steps in radiation therapy of hepatocellular carcinoma. The segmentation task is often done manually, making it tedious, labor intensive, and subject to intra-/inter- operator variations. While various algorithms for delineating or...

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Detalhes bibliográficos
Publicado no:IEEE Trans Med Imaging
Main Authors: Seo, Hyunseok, Huang, Charles, Bassenne, Maxime, Xiao, Ruoxiu, Xing, Lei
Formato: Artigo
Idioma:Inglês
Publicado em: 2019
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC8095064/
https://ncbi.nlm.nih.gov/pubmed/31634827
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/TMI.2019.2948320
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