Diagnosing oral and maxillofacial diseases using deep learning

Abstract The classification and localization of odontogenic lesions from panoramic radiographs is a challenging task due to the positional biases and class imbalances of the lesions. To address these challenges, a novel neural network, DOLNet, is proposed that uses mutually influencing hierarchical...

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Bibliographic Details
Main Authors: Junegyu Kang, Van Nhat Thang Le, Dae-Woo Lee, Sungchan Kim
Format: Article
Language:English
Published: Nature Portfolio 2024-01-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-024-52929-0