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Detection and diagnosis of colitis on computed tomography using deep convolutional neural networks

PURPOSE: Colitis refers to inflammation of the inner lining of the colon that is frequently associated with infection and allergic reactions. In this paper, we propose deep convolutional neural networks methods for lesion‐level colitis detection and a support vector machine (SVM) classifier for pati...

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Detalhes bibliográficos
Publicado no:Med Phys
Main Authors: Liu, Jiamin, Wang, David, Lu, Le, Wei, Zhuoshi, Kim, Lauren, Turkbey, Evrim B., Sahiner, Berkman, Petrick, Nicholas A., Summers, Ronald M.
Formato: Artigo
Idioma:Inglês
Publicado em: John Wiley and Sons Inc. 2017
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5603218/
https://ncbi.nlm.nih.gov/pubmed/28594460
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1002/mp.12399
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