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Automatic segmentation of the prostate on CT images using deep learning and multi-atlas fusion

Automatic segmentation of the prostate on CT images has many applications in prostate cancer diagnosis and therapy. However, prostate CT image segmentation is challenging because of the low contrast of soft tissue on CT images. In this paper, we propose an automatic segmentation method by combining...

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Detalhes bibliográficos
Publicado no:Proc SPIE Int Soc Opt Eng
Main Authors: Ma, Ling, Guo, Rongrong, Zhang, Guoyi, Tade, Funmilayo, Schuster, David M., Nieh, Peter, Master, Viraj, Fei, Baowei
Formato: Artigo
Idioma:Inglês
Publicado em: 2017
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6138461/
https://ncbi.nlm.nih.gov/pubmed/30220767
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1117/12.2255755
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