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Superpixel-based and boundary-sensitive convolutional neural network for automated liver segmentation

PURPOSE: Segmentation of liver in abdominal computed tomography (CT) is an important step for radiation therapy planning of hepatocellular carcinoma. Practically, a fully automatic segmentation of liver remains challenging because of low soft tissue contrast between liver and its surrounding organs,...

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Dades bibliogràfiques
Publicat a:Phys Med Biol
Autors principals: Qin, Wenjian, Wu, Jia, Han, Fei, Yuan, Yixuan, Zhao, Wei, Ibragimov, Bulat, Gu, Jia, Xing, Lei
Format: Artigo
Idioma:Inglês
Publicat: 2018
Matèries:
Accés en línia:https://ncbi.nlm.nih.gov/pmc/articles/PMC5983385/
https://ncbi.nlm.nih.gov/pubmed/29633960
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1088/1361-6560/aabd19
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