Oral diseases
Machine Learning Classification of Palatal Salivary Gland Tumors Using Clinical and Demographic Descriptors.
Luís Arthur de Melo Tassinari, Anna Luíza Damaceno Araújo, Sebastião Silvério de Sousa-Neto, Felipe Paiva Fonseca, Bruno Augusto Linhares Almeida Mariz, Manoela Domingues Martins, Bruno Augusto Benevenuto de Andrade, Michelle Agostini, Hélder Antônio Rebelo Pontes, Ana Carolina Prado Ribeiro, Thaís Bianca Brandão, Andre Caroli Rocha, Marcio Ajudarte Lopes, Pablo Agustin Vargas, Luiz Paulo Kowalski
Published: 202510.1111/odi.70104
Abstract
OBJECTIVE: To investigate the potential of machine learning systems for the clinical classification of palatal salivary gland tumors into five diagnostic categories using only demographic and clinical data. METHODS: Four machine learning models-Multi…
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