Article
A Deep Learning-based Positioning Classification of the Mandibular Third Molars: Is Multi-task Deep Learning Useful?
2021-08-02
Abstract excerpt
Pell and Gregory, and Winter’s classifications are frequently implemented to classify the mandibular third molars and are crucial for safe tooth extraction. This study aimed to evaluate the classification accuracy of convolutional neural network (CNN) deep learning models using cropped panoramic radiographs based on these classifications. We compared the diagnostic accuracy of single-task and multi-task learning a...
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Identifiers and source
- Literature Corpus work
- a4b16eaf-bd34-5e36-94b7-cc14244eafee
- DOI
- 10.21203/rs.3.rs-737538/v1
