Publications by authors named "Hakan Cakar"
Diagnostics (Basel)
January 2023
Article Synopsis
- Dental caries is a common dental issue that can cause severe pain and lower quality of life, making early detection crucial for effective treatment.*
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- This study introduces an explainable deep learning model for identifying dental caries using panoramic images, comparing three pre-trained models: EfficientNet-B0, DenseNet-121, and ResNet-50.*
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- ResNet-50 outperformed the other models with 92% accuracy, helping to visualize affected areas with heat maps that assist dentists in confirming diagnoses and minimizing misclassification.*
