圆束计算机断层扫描和口腔内扫描的自动多模式注册:系统性审查和元分析
Qianhan Zheng1, Yongjia Wu1, Jiahao Chen1
1Stomatology Hospital, School of Stomatology, Zhejiang University School of Medicine, Clinical Research Center for Oral Diseases of Zhejiang Province, Key Laboratory of Oral Biomedical Research of Zhejiang Province, Cancer Center of Zhejiang University, Hangzhou, 310006, China.
Clinical oral investigations
|January 29, 2025
概括
近期束计算机断层扫描 (CBCT) 和口内扫描 (IOS) 登记方面的进展提高了3D牙科建模的准确性和效率. 基于几何学的方法提供了可靠性,而人工智能技术则为牙科应用提供了更大的自动化.
科学领域:
- 牙科成像技术 牙科成像技术
- 在牙科中使用3D建模.
- 医疗图像注册 医疗图像注册
背景情况:
- 束计算机断层扫描 (CBCT) 和口内扫描 (IOS) 的多模式注册对于精确的3D牙科建模至关重要.
- 评估自动注册技术的最新进展对于临床应用至关重要.
研究的目的:
- 审查最近在CBCT和IOS的自动多式联运注册方面的进展.
- 评估牙科中这些先进的注册技术的临床意义.
主要方法:
- 在2024年10月,在PubMed,Web of Science和IEEE Xplore进行了系统的文献搜索.
- 包括过去十年内发表的研究,重点关注各种研究设计和英语出版物.
主要成果:
- 22项研究符合493个已识别的文章的纳入标准.
- 基于几何学的方法 (14项研究) 使用具有较低计算需求的两阶段算法.
- 人工智能 (AI) 方法 (7项研究) 采用深度学习来提高自动化和稳定性.
结论:
- 先进的CBCT和IOS注册显著提高了3D牙科模型的效率和准确性.
- 基于几何学的方法提供可靠的,低需求的解决方案,而人工智能提供了高度的自动化和准确性潜力.
- 未来的研究应该解决诸如里程碑稳定性和复杂临床场景的数据集多样性等挑战.
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