Anna Luíza Damaceno Araújo, Viviane Mariano da Silva, Matheus Cardoso Moraes, Henrique Alves de Amorim, Felipe Paiva Fonseca, Maria Sissa Pereira Sant'Ana, Ricardo Alves Mesquita, Bruno Augusto Linhares Almeida Mariz, Hélder Antônio Rebelo Pontes, Lucas Lacerda de Souza, Cristina Saldivia-Siracusa, Syed Ali Khurram, Alexander T Pearson, Manoela Domingues Martins, Marcio Ajudarte Lopes, Pablo Agustin Vargas, Luiz Paulo Kowalski, Alan Roger Santos-Silva
BACKGROUND: Dysplasia grading systems for oral epithelial dysplasia are a source of disagreement among pathologists. Therefore, machine learning approaches are being developed to mitigate this issue. METHODS: This cross-sectional study included a cohort of 82 patients with oral potentially malignant disorders and correspondent 98 hematoxylin and eosin-stained whole slide images with biopsied-proven dysplasia. All whole-slide images were manually annotated based on the binary system for oral epithelial dysplasia...
September 15, 2023: Journal of Oral Pathology & Medicine