Teeth YOLACT: An Instance Segmentation Model Based on Impacted Tooth Panoramic X-Ray Images
Source abstract
Abstract
The instance segmentation of impacted teeth in the oral panoramic X-ray images is hotly researched. However, due to the complex structure, low contrast, and complex background of teeth in panoramic X-ray images, the task of i... | Find, read and cite all the research you need on Tech Science Press
Source: openalex_inverted_index · Quality: baseline
Research context
OpenAlex topics: Dental Radiography and Imaging · Radiomics and Machine Learning in Medical Imaging · Medical Imaging Techniques and Applications
SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.
References (27)
Show source-provided references
1. Teeth U-Net: a segmentation model of dental panoramic X-ray images for context semantics and contrast enhancement10.1016/j.compbiomed.2022.106296 ↗
2. Impacted maxillary canines and root resorption of adjacent teeth: a retrospective observational study
3. Ness · Peterson’s principles of oral and maxillofacial surgery · 2022 · 13110.1007/978-3-030-91920-7_5 ↗
4. Identity-mapping ResFormer: a computer-aided diagnosis model for pneumonia X-ray images10.1109/TIM.2025.3629853 ↗
5. Applications and challenges of deep learning in dental imaging
6. Disentangle then calibrate with gradient guidance: a unified framework for common and rare disease diagnosis10.1109/TMI.2023.3349284 ↗
7. CISA-UNet: dual auxiliary information for tooth segmentation from CBCT images10.1016/j.aej.2024.11.103 ↗
8. Convolutional neural network for automated tooth segmentation on intraoral scans10.1186/s12903-024-04582-2 ↗
9. Deep instance segmentation of teeth in panoramic X-ray images
10. Mask R-CNN
11. MILD-Net: minimal information loss dilated network for gland instance segmentation in colon histology images10.1016/j.media.2018.12.001 ↗
12. Multi-detection and segmentation of breast lesions based on mask RCNN-FPN
13. Panoptic feature pyramid networks
14. AFP-mask: anchor-free polyp instance segmentation in colonoscopy10.1109/JBHI.2022.3147686 ↗
15. YOLACT++ better real-time instance segmentation10.1109/TPAMI.2020.3014297 ↗
16. Nuclei instance segmentation and classification in histopathological images using a DT-Yolact
17. Effective brain tumor segmentation for MRI image analysis using dual attention network based YOLACT++
18. Vision transformer: to discover the four secrets of image patches10.1016/j.inffus.2024.102248 ↗
19. SOTR: segmenting objects with transformers
20. Masked-attention mask transformer for universal image segmentation
21. Robust foveal visual perception for vision transformers
22. Deep residual learning for image recognition
23. SOLOv2: dynamic and fast instance segmentation
24. Conditional convolutions for instance segmentation
25. BoxInst: high-performance instance segmentation with box annotations
26. BlendMask: top-down meets bottom-up for instance segmentation
27. Jocher G, Chaurasia A, Qiu J. YOLO by Ultralytics. [cited 2025 Jan 1]. Available from: https://github.com/ultralytics/ultralytics.