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Dynamic Regulation of Level Set Parameters Using 3D Convolutional Neural Network for Liver Tumor Segmentation

Segmentation of liver tumors plays an important role in the choice of therapeutic strategies for liver disease and treatment monitoring. In this paper, we generalize the process of a level set with a novel algorithm of dynamic regulation to energy functional parameters. The presented method is fully...

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Detalles Bibliográficos
Autores principales: Deng, Zhuofu, Guo, Qingzhe, Zhu, Zhiliang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6409057/
https://www.ncbi.nlm.nih.gov/pubmed/30918620
http://dx.doi.org/10.1155/2019/4321645