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Urinary bladder segmentation in CT urography using deep-learning convolutional neural network and level sets

PURPOSE: The authors are developing a computerized system for bladder segmentation in CT urography (CTU) as a critical component for computer-aided detection of bladder cancer. METHODS: A deep-learning convolutional neural network (DL-CNN) was trained to distinguish between the inside and the outsid...

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Detalhes bibliográficos
Publicado no:Med Phys
Main Authors: Cha, Kenny H., Hadjiiski, Lubomir, Samala, Ravi K., Chan, Heang-Ping, Caoili, Elaine M., Cohan, Richard H.
Formato: Artigo
Idioma:Inglês
Publicado em: American Association of Physicists in Medicine 2016
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC4808067/
https://ncbi.nlm.nih.gov/pubmed/27036584
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1118/1.4944498
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