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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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Bibliografiske detaljer
Udgivet i: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.
Format: Artigo
Sprog:Inglês
Udgivet: John Wiley and Sons Inc. 2017
Fag:
Online adgang: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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