Application of Convolutional Neural Networks in the Diagnosis of Helicobacter pylori Infection Based on Endoscopic Images

BACKGROUND AND AIMS: The role of artificial intelligence in the diagnosis of Helicobacter pylori gastritis based on endoscopic images has not been evaluated. We constructed a convolutional neural network (CNN), and evaluated its ability to diagnose H. pylori infection. METHODS: A 22-layer, deep CNN...

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Detalhes bibliográficos
Publicado no:EBioMedicine
Main Authors: Shichijo, Satoki, Nomura, Shuhei, Aoyama, Kazuharu, Nishikawa, Yoshitaka, Miura, Motoi, Shinagawa, Takahide, Takiyama, Hirotoshi, Tanimoto, Tetsuya, Ishihara, Soichiro, Matsuo, Keigo, Tada, Tomohiro
Formato: Artigo
Idioma:Inglês
Publicado em: Elsevier 2017
Assuntos:
Research Paper
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5704071/
https://ncbi.nlm.nih.gov/pubmed/29056541
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.ebiom.2017.10.014
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