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Deep convolutional neural network for prostate MR segmentation

Automatic segmentation of the prostate in magnetic resonance imaging (MRI) has many applications in prostate cancer diagnosis and therapy. We propose a deep fully convolutional neural network (CNN) to segment the prostate automatically. Our deep CNN model is trained end-to-end in a single learning s...

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Detalhes bibliográficos
Publicado no:Int J Comput Assist Radiol Surg
Main Authors: Tian, Zhiqiang, Liu, Lizhi, Fei, Baowei
Formato: Artigo
Idioma:Inglês
Publicado em: 2018
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6177294/
https://ncbi.nlm.nih.gov/pubmed/30088208
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/s11548-018-1841-4
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