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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Veröffentlicht in:Med Phys
Hauptverfasser: Liu, Jiamin, Wang, David, Lu, Le, Wei, Zhuoshi, Kim, Lauren, Turkbey, Evrim B., Sahiner, Berkman, Petrick, Nicholas A., Summers, Ronald M.
Format: Artigo
Sprache:Inglês
Veröffentlicht: John Wiley and Sons Inc. 2017
Schlagworte:
QUANTITATIVE IMAGING AND IMAGE PROCESSING
Online Zugang: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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