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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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Автори: 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
Формат: Artigo
Мова:Inglês
Опубліковано: BMC 2022-05-01
Серія:BMC Gastroenterology
Предмети:
Artificial intelligence
Convolutional neural network
Endocytoscopy
Gastric cancer
Gastroenterology
Early detection of cancer
Онлайн доступ:https://doi.org/10.1186/s12876-022-02312-y
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