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

机译：基于内窥镜图像的卷积神经网络在幽门螺杆菌感染诊断中的应用

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摘要

Background and aimsThe 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.

机译：背景和目的尚未评估人工智能在基于内窥镜图像诊断幽门螺杆菌胃炎中的作用。我们构建了卷积神经网络（CNN），并评估了其诊断幽门螺杆菌感染的能力。

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期刊名称 EBioMedicine
作者
Satoki Shichijo; Shuhei Nomura; Kazuharu Aoyama; Yoshitaka Nishikawa; Motoi Miura; Takahide Shinagawa; Hirotoshi Takiyama; Tetsuya Tanimoto; Soichiro Ishihara; Keigo Matsuo; Tomohiro Tada;
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年(卷),期 2017(25),-1
年度 2017
页码 106–111
总页数 6
原文格式 PDF
正文语种
中图分类
关键词
Helicobacter pylori Endoscopy Artificial intelligence Convolutional neural networks;

机译：幽门螺杆菌;内窥镜检查;人工智能;卷积神经网络;

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专利

1. Application of Convolutional Neural Networks in the Diagnosis of Helicobacter pylori Infection Based on Endoscopic Images [J] . Satoki Shichijo, Shuhei Nomura, Kazuharu Aoyama, EBioMedicine . 2017,第4期

机译：基于内窥镜图像的卷积神经网络在幽门螺杆菌感染诊断中的应用
2. Application of convolutional neural networks for evaluating Helicobacter pylori infection status on the basis of endoscopic images [J] . Satoki Shichijo, Yuma Endo, Kazuharu Aoyama, Scandinavian journal of gastroenterology. . 2019,第1a12期

机译：卷积神经网络在内窥镜图像基础上评估幽门螺杆菌感染状态的应用
3. Application of convolutional neural networks for evaluating Helicobacter pylori infection status on the basis of endoscopic images [J] . Shichijo Satoki, Endo Yuma, Aoyama Kazuharu, Scandinavian journal of gastroenterology. . 2019,第2期

机译：卷积神经网络在内窥镜图像基础上评估幽门螺杆菌感染状态的应用
4. Automated Extraction of the Essential Region in Computer-Aided Diagnosis of Helicobacter Pylori Infection Using Gastric X-ray Images [C] . Koji Abe, Kota Shirakawa, Masahide Minami, International Congress on Advanced Applied Informatics . 2018

机译：使用胃X射线图像自动提取计算机辅助诊断幽门螺杆菌感染的基本区域
5. Cloud-Based Skin Lesion Diagnosis System Using Convolutional Neural Networks [D] . Akar, Esad. 2018

机译：卷积神经网络基于云的皮肤病变诊断系统
6. High Accuracy of Convolutional Neural Network for Evaluation of Helicobacter pylori Infection Based on Endoscopic Images: Preliminary Experience [O] . Wenfang Zheng, Xu Zhang, John J. Kim, 2019

机译：基于内窥镜图像的高精度卷积神经网络评估幽门螺杆菌感染的初步经验
7. Application of Convolutional Neural Networks in the Diagnosis of Helicobacter pylori Infection Based on Endoscopic Images [O] . Satoki Shichijo, Shuhei Nomura, Kazuharu Aoyama, 2017

机译：基于内窥镜图像的卷积神经网络在幽门螺杆菌感染诊断中的应用

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

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