佩里奥AI:一个数字系统用于从口腔内扫描和圆束CT图像中诊断牙周病
Minhui Tan1, Zhiming Cui2, Yuan Li3
1Shanghai PerioImplant Innovation Center, Institute for Oral, Craniofacial and Sensory Research, Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China; School of Biomedical Engineering & State Key Laboratory of Advanced Medical Materials and Devices, ShanghaiTech University, Shanghai, China.
Cell reports. Medicine
|June 18, 2025
概括
PerioAI是一种新的AI系统,用于诊断牙周病. 它通过数字精确测量牙骨距离,改善诊断和治疗计划,以改善牙健康.
科学领域:
- 牙科 牙科是指牙科的专业.
- 人工智能的人工智能
- 医疗成像医学成像
背景情况:
- 牙周病的诊断依赖于主观的手动测量.
- 目前的方法是侵入性和认知要求临床医生.
- 准确的评估对于预防牙和骨损失至关重要.
研究的目的:
- 引入PerioAI,这是一个自动化,非侵入性的牙周病评估系统.
- 用于数字测量牙-骨距离 (GBD) 和分析软/硬组织.
- 提高牙周病诊断和治疗计划的准确性和效率.
主要方法:
- 开发了一个完整的堆系统,集成口腔内扫描 (IOS) 和形束计算断层扫描 (CBCT) 分段.
- 实现多式联运数据融合以进行全面分析.
- 利用数字探测器进行精确的GBD测量.
主要成果:
- 佩里奥AI表现出卓越的IOS和CBCT细分精度.
- 该系统实现了高度精确的数字探测测量,只有0.040mm的误差.
- 在多中心队列中对2,507名患者的评估证实了系统的性能.
结论:
- 佩里奥AI为牙周病管理提供了准确,自动和非侵入性的解决方案.
- 该系统有可能显著改善临床工作流程.
- 佩里奥AI为诊断和治疗决策提供了更精确,更为患者友好的方法.
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