Tooth and Alveolar Bone Segmentation from Dental Computed Tomography Images
文献类型：期刊论文
| 作者 | Yangzhou Gan; Zeyang Xia; Jing Xiong; Guanglin Li; Qunfei Zhao |
| 刊名 | IEEE Journal of Biomedical and Health Informatics
 |
| 出版日期 | 2017 |
| 文献子类 | 期刊论文 |
| 英文摘要 | Three-dimensional (3D) models of tooth-alveolar bone complex are needed in treatment planning and simulation for computer-aided orthodontics. Tooth and alveolar bone segmentation from computed tomography (CT) images is a fundamental step in reconstructing their models. Due to less application of alveolar bone in conventional orthodontic treatment which may cause undesired side effects, the previous studies mainly focused on tooth segmentation and reconstruction and did not consider the alveolar bone. In this study, we proposed a method to implement both tooth and alveolar bone segmentation from dental CT images for reconstructing their 3D models. Firstly, the proposed method extracted the connected region of tooth and alveolar bone from CT images using a global convex level set model. Then individual tooth and alveolar bone are separated from the connected region based on Radon transform and a local level set model. The experimental results showed that the proposed method could successfully complete both the tooth and alveolar bone segmentation from CT images, and outperformed the state of the art tooth segmentation methods in terms of accuracy. This suggests that the proposed method can be used in reconstructing the 3D models of tooth-alveolar bone complex for precise treatment. |
| URL标识 | 查看原文 |
| 语种 | 英语 |
| WOS记录号 | WOS:000419560100022 |
| 源URL | [http://ir.siat.ac.cn:8080/handle/172644/11945]  |
| 专题 | 深圳先进技术研究院_医工所 |
| 作者单位 | IEEE Journal of Biomedical and Health Informatics |
| 推荐引用方式 GB/T 7714 | Yangzhou Gan,Zeyang Xia,Jing Xiong,et al. Tooth and Alveolar Bone Segmentation from Dental Computed Tomography Images[J]. IEEE Journal of Biomedical and Health Informatics,2017. |
| APA | Yangzhou Gan,Zeyang Xia,Jing Xiong,Guanglin Li,&Qunfei Zhao.(2017).Tooth and Alveolar Bone Segmentation from Dental Computed Tomography Images.IEEE Journal of Biomedical and Health Informatics. |
| MLA | Yangzhou Gan,et al."Tooth and Alveolar Bone Segmentation from Dental Computed Tomography Images".IEEE Journal of Biomedical and Health Informatics (2017). |
入库方式： OAI收割
来源：深圳先进技术研究院
浏览0
下载0
收藏0
其他版本
除非特别说明，本系统中所有内容都受版权保护，并保留所有权利。