Classification of caries in third molars on panoramic radiographs using deep learning

Abstract The objective of this study is to assess the classification accuracy of dental caries on panoramic radiographs using deep-learning algorithms. A convolutional neural network (CNN) was trained on a reference data set consisted of 400 cropped panoramic images in the classification of carious...

Full description

Bibliographic Details
Main Authors: Shankeeth Vinayahalingam, Steven Kempers, Lorenzo Limon, Dionne Deibel, Thomas Maal, Marcel Hanisch, Stefaan Bergé, Tong Xi
Format: Article
Language:English
Published: Nature Publishing Group 2021-06-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-021-92121-2