Deep learning model for tongue cancer diagnosis using endoscopic images

Abstract In this study, we developed a deep learning model to identify patients with tongue cancer based on a validated dataset comprising oral endoscopic images. We retrospectively constructed a dataset of 12,400 verified endoscopic images from five university hospitals in South Korea, collected be...

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Bibliographic Details
Main Authors: Jaesung Heo, June Hyuck Lim, Hye Ran Lee, Jeon Yeob Jang, Yoo Seob Shin, Dahee Kim, Jae Yol Lim, Young Min Park, Yoon Woo Koh, Soon-Hyun Ahn, Eun-Jae Chung, Doh Young Lee, Jungirl Seok, Chul-Ho Kim
Format: Article
Language:English
Published: Nature Portfolio 2022-04-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-022-10287-9