Publications by authors named "Daoheng Cai"
BMC Oral Health
October 2024
Article Synopsis
- The study investigates a deep learning system, Oral-Mamba, designed to segment intraoral images for detecting dental diseases like caries, calculus, and gingivitis.
- It utilized a dataset of 3,365 oral endoscopic images, implementing a segmentation method and an evaluation model for dental calculus degree, achieving high accuracy ratings.
- Oral-Mamba outperformed the U-Net model in accuracy and speed, and demonstrated 85% accuracy in classifying dental calculus degrees, indicating its potential for practical use in oral disease screening.
