An Explainable Deep Learning Model to Prediction Dental Caries Using Panoramic Radiograph Images

An Explainable Deep Learning Model to Prediction Dental Caries Using Panoramic Radiograph Images

Dental caries is the most frequent dental health issue in the general population. Dental caries can result in extreme pain or infections, lowering people’s quality of life. Applying machine learning models to automatically identify dental caries can lead to earlier treatment. However, physicians fre...

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Bibliographic Details
Main Authors: Faruk Oztekin, Oguzhan Katar, Ferhat Sadak, Muhammed Yildirim, Hakan Cakar, Murat Aydogan, Zeynep Ozpolat, Tuba Talo Yildirim, Ozal Yildirim, Oliver Faust, U. Rajendra Acharya
Format: Article
Language:English
Published: MDPI AG 2023-01-01
Series:Diagnostics
Subjects:
caries
dental health
explainable deep models
deep learning
Grad-CAM
Online Access:https://www.mdpi.com/2075-4418/13/2/226

Internet

https://www.mdpi.com/2075-4418/13/2/226

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