Development and validation of an artificial intelligence-based pipeline for predicting oral epithelial dysplasia malignant transformation

Development and validation of an artificial intelligence-based pipeline for predicting oral epithelial dysplasia malignant transformation

Abstract Background Oral epithelial dysplasia (OED) is a potentially malignant histopathological diagnosis given to lesions of the oral cavity that are at risk of progression to malignancy. Manual grading of OED is subject to substantial variability and does not reliably predict prognosis, potential...

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Main Authors: Adam J. Shephard, Hanya Mahmood, Shan E. Ahmed Raza, Anna Luíza Damaceno Araújo, Alan Roger Santos-Silva, Marcio Ajudarte Lopes, Pablo Agustin Vargas, Kris D. McCombe, Stephanie G. Craig, Jacqueline James, Jill Brooks, Paul Nankivell, Hisham Mehanna, Syed Ali Khurram, Nasir M. Rajpoot
Format: Article
Language:English
Published: Nature Portfolio 2025-05-01
Series:Communications Medicine
Online Access:https://doi.org/10.1038/s43856-025-00873-z
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