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Ability of artificial intelligence to detect T1 esophageal squamous cell carcinoma from endoscopic videos and the effects of real-time assistance

Diagnosis using artificial intelligence (AI) with deep learning could be useful in endoscopic examinations. We investigated the ability of AI to detect superficial esophageal squamous cell carcinoma (ESCC) from esophagogastroduodenoscopy (EGD) videos. We retrospectively collected 8428 EGD images of...

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Bibliografske podrobnosti
izdano v:Sci Rep
Main Authors: Shiroma, Sho, Yoshio, Toshiyuki, Kato, Yusuke, Horie, Yoshimasa, Namikawa, Ken, Tokai, Yoshitaka, Yoshimizu, Shoichi, Yoshizawa, Natsuko, Horiuchi, Yusuke, Ishiyama, Akiyoshi, Hirasawa, Toshiaki, Tsuchida, Tomohiro, Akazawa, Naoki, Akiyama, Junichi, Tada, Tomohiro, Fujisaki, Junko
Format: Artigo
Jezik:Inglês
Izdano: Nature Publishing Group UK 2021
Teme:
Online dostop:https://ncbi.nlm.nih.gov/pmc/articles/PMC8032773/
https://ncbi.nlm.nih.gov/pubmed/33833355
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-021-87405-6
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