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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Detalles Bibliográficos
Autores principales: Takiyama, Hirotoshi, Ozawa, Tsuyoshi, Ishihara, Soichiro, Fujishiro, Mitsuhiro, Shichijo, Satoki, Nomura, Shuhei, Miura, Motoi, Tada, Tomohiro
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2018
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5951793/
https://www.ncbi.nlm.nih.gov/pubmed/29760397
http://dx.doi.org/10.1038/s41598-018-25842-6

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