Convolutional neural network-based system for endocytoscopic diagnosis of early gastric cancer

Abstract Background Endocytoscopy (ECS) aids early gastric cancer (EGC) diagnosis by visualization of cells. However, it is difficult for non-experts to accurately diagnose EGC using ECS. In this study, we developed and evaluated a convolutional neural network (CNN)-based system for ECS-aided EGC di...

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发表在:	BMC Gastroenterology
Main Authors:	Hiroto Noda, Mitsuru Kaise, Kazutoshi Higuchi, Eriko Koizumi, Keiichiro Yoshikata, Tsugumi Habu, Kumiko Kirita, Takeshi Onda, Jun Omori, Teppei Akimoto, Osamu Goto, Katsuhiko Iwakiri, Tomohiro Tada
格式:	文件
语言:	英语
出版:	BMC 2022-05-01
主题:	Artificial intelligence Convolutional neural network Endocytoscopy Gastric cancer Gastroenterology Early detection of cancer
在线阅读:	https://doi.org/10.1186/s12876-022-02312-y