Oral epithelial dysplasia detection and grading in oral leukoplakia using deep learning

Oral epithelial dysplasia detection and grading in oral leukoplakia using deep learning

Abstract Background The grading of oral epithelial dysplasia is often time-consuming for oral pathologists and the results are poorly reproducible between observers. In this study, we aimed to establish an objective, accurate and useful detection and grading system for oral epithelial dysplasia in t...

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Bibliographic Details
Main Authors: Jiakuan Peng, Ziang Xu, Hongxia Dan, Jing Li, Jiongke Wang, Xiaobo Luo, Hao Xu, Xin Zeng, Qianming Chen
Format: Article
Language:English
Published: BMC 2024-04-01
Series:BMC Oral Health
Subjects:
Oral leukoplakia
Oral epithelial dysplasia
Whole-slide image
Tissue microarray
Computational pathology
Deep learning
Online Access:https://doi.org/10.1186/s12903-024-04191-z

Internet

https://doi.org/10.1186/s12903-024-04191-z

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