Automatic anatomical classification of esophagogastroduodenoscopy images using deep convolutional neural networks

The use of convolutional neural networks (CNNs) has dramatically advanced our ability to recognize images with machine learning methods. We aimed to construct a CNN that could recognize the anatomical location of esophagogastroduodenoscopy (EGD) images in an appropriate manner. A CNN-based diagnosti...

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Udgivet i:Sci Rep
Main Authors: Takiyama, Hirotoshi, Ozawa, Tsuyoshi, Ishihara, Soichiro, Fujishiro, Mitsuhiro, Shichijo, Satoki, Nomura, Shuhei, Miura, Motoi, Tada, Tomohiro
Format: Artigo
Sprog:Inglês
Udgivet: Nature Publishing Group UK 2018
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Article
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC5951793/
https://ncbi.nlm.nih.gov/pubmed/29760397
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-018-25842-6
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