Panoramic radiographic features for machine learning based detection of mandibular third molar root and inferior alveolar canal contact

Panoramic radiographic features for machine learning based detection of mandibular third molar root and inferior alveolar canal contact

Abstract This study uses machine learning (ML) to elucidate the contact relationship between the mandibular third molar (M3M) and the inferior alveolar canal (IAC), leading to three major contributions; (1) The first publicly accessible PR image dataset with semantic annotations for 1,478 IACs and M...

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Bibliographic Details
Main Authors: A. Canberk Ulusoy, Tuğçe Toprak, M. Alper Selver, Pelin Güneri, Betül İlhan
Format: Article
Language:English
Published: Nature Portfolio 2025-02-01
Series:Scientific Reports
Subjects:
Machine learning
deep learning
CNN
ANN
mandibuler third molar
inferior alveolar canal
Online Access:https://doi.org/10.1038/s41598-024-82915-5
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