Machine learning concepts applied to oral pathology and oral medicine: A convolutional neural networks' approach.

Anna Luíza Damaceno AraújoViviane Mariano da SilvaMaíra Suzuka KudoEduardo Santos Carlos de SouzaCristina Saldivia-SiracusaDaniela Giraldo RoldánMarcio Ajudarte LopesPablo Agustin Vargas Syed Ali KhurramAlexander T PearsonLuiz Paulo KowalskiAndré Carlos Ponce de Leon Ferreira de CarvalhoAlan Roger Dos Santos SilvaMatheus Cardoso Moraes

Published in: Journal of oral pathology & medicine : official publication of the International Association of Oral Pathologists and the American Academy of Oral Pathology (2023)

The development of artificial intelligence-based models and computer vision methods for pattern recognition in clinical and histopathological image analysis of head and neck cancer has the potential to aid diagnosis and prognostic prediction.

Keyphrases

artificial intelligence
deep learning
convolutional neural network
machine learning
big data
risk assessment