Article

Synthesizing Mandibular Third Molars with Denoising Diffusion Probabilistic Models and Generative Adversarial Networks

2026-05-20

Abstract excerpt

In oral surgery, the classification of the proximity of the mandibular third molar to the mandibular canal, typically performed on panoramic radiographs, is essential for surgical planning. While artificial intelligence (AI) tools have been explored for this task, their performance is limited due to data scarcity and class imbalance. In this work, we study the potential of synthetic data generation for this task u...

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Literature Corpus work: 64125da8-a303-5e9e-901d-01e4be301334
DOI: 10.20944/preprints202605.1267.v1

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