Journal of oral pathology & medicine : official publication of the International Association of Oral Pathologists and the American Academy of Oral Pathology
Predicting Malignant Transformation in Oral Leukoplakia: A Multilayer Perceptron Approach Incorporating Clinicopathological Features and DNA Content.
Guilherme Iani Pontes, Anna Luíza Damaceno Araújo, Andresa Borges Soares, Saman Warnakulasuriya, André Luis Santana de Freitas, Caroline Gennari Stevão, Marcelo Sperandio, Matheus Cardoso Moraes
Published: 202510.1111/jop.70084
Abstract
BACKGROUND: Oral leukoplakia (OL) is a potentially malignant disorder of the oral mucosa. Accurate prediction of malignant transformation (MT) remains a clinical challenge. This study aimed to develop and evaluate a machine learning model that integr…
Preview only. Read the full abstract at the source