Zhicheng He

Zhicheng He

he/him

First-year graduate student in the Department of Biomedical Engineering at the National University of Singapore (NUS).
Research interests: medical image analysis and multi-modal large language models.

Deep Learning-Based Detection of Impacted Teeth on Panoramic Radiographs

Published in Biomedical Engineering and Computational Biology, 2024

This study fine-tunes MedSAM for impacted tooth segmentation in X-ray images, aiding dental diagnoses. We modified SAM model for individual tooth segmentation using 1016 X-ray images, achieving an accuracy of 86.73%, F1-score of 0.5350, and IoU of 0.3652.

Recommended citation: He Zhicheng, Wang Yipeng, Li Xiao. (2024). "Deep Learning-Based Detection of Impacted Teeth on Panoramic Radiographs." Biomedical Engineering and Computational Biology, 15, 11795972241288319.
Download Paper