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Deeply supervised 3D fully convolutional networks with group dilated convolution for automatic MRI prostate segmentation

PURPOSE: Reliable automated segmentation of the prostate is indispensable for image‐guided prostate interventions. However, the segmentation task is challenging due to inhomogeneous intensity distributions, variation in prostate anatomy, among other problems. Manual segmentation can be time‐consumin...

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Detalhes bibliográficos
Publicado no:Med Phys
Main Authors: Wang, Bo, Lei, Yang, Tian, Sibo, Wang, Tonghe, Liu, Yingzi, Patel, Pretesh, Jani, Ashesh B., Mao, Hui, Curran, Walter J., Liu, Tian, Yang, Xiaofeng
Formato: Artigo
Idioma:Inglês
Publicado em: John Wiley and Sons Inc. 2019
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Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6453726/
https://ncbi.nlm.nih.gov/pubmed/30702759
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1002/mp.13416
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