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...

Disgrifiad llawn

Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Cyhoeddwyd yn:Med Phys
Prif Awduron: Liu, Jiamin, Wang, David, Lu, Le, Wei, Zhuoshi, Kim, Lauren, Turkbey, Evrim B., Sahiner, Berkman, Petrick, Nicholas A., Summers, Ronald M.
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: John Wiley and Sons Inc. 2017
Pynciau:
QUANTITATIVE IMAGING AND IMAGE PROCESSING
Mynediad Ar-lein: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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