Article

Deep Learning-Based Segmentation of the Maxillary Sinus on Panoramic Radiographs Using MedSAM and DeepLabv3+

2025-12-17

Abstract excerpt

<title>Abstract</title> <p>Background Panoramic radiographs are used in dental practice because of low radiation dose, patient comfort, and rapid acquisition. However, segmentation of the maxillary sinus remains difficult because of superimposed anatomical structures. We evaluated the performances of MedSAM and DeepLabv3+, two advanced segmentation models, for delineating the maxillary sinus on panoramic radiogr...

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Literature Corpus work: 4fe975d5-0edf-5084-9e73-46310d1ffa41
DOI: 10.21203/rs.3.rs-8090994/v1

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