Deep-Learning for the Diagnosis of Esophageal Cancers and Precursor Lesions in Endoscopic Images: A Model Establishment and Nationwide Multicenter Performance Verification Study
Background: Suspicion of lesions and prediction of the histology of esophageal cancers or premalignant lesions in endoscopic images are not yet accurate. The local feature selection and optimization functions of the model enabled an accurate analysis of images in deep learning. Objectives: To establ...
Main Authors: | Eun Jeong Gong, Chang Seok Bang, Kyoungwon Jung, Su Jin Kim, Jong Wook Kim, Seung In Seo, Uhmyung Lee, You Bin Maeng, Ye Ji Lee, Jae Ick Lee, Gwang Ho Baik, Jae Jun Lee |
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Format: | Article |
Language: | English |
Published: |
MDPI AG
2022-06-01
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Series: | Journal of Personalized Medicine |
Subjects: | |
Online Access: | https://www.mdpi.com/2075-4426/12/7/1052 |
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