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Author Spotlight: Advancing CBCT and Digital Dental Image Integration with AI-Assisted Digitization
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使用人工智能生成的自动牙分割的有效性和可靠性.

Ammar Sh Al-Ubaydi1,2, Dheaa Al-Groosh3

  • 1College of Dentistry, University of Baghdad, Baghdad, Iraq.

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|July 27, 2023
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概括

人工智能 (AI) 软件CephX®从口腔内扫描中准确地创建分段牙模型 (STM),在轻度拥挤的情况下提供快速有效的正治疗规划工具.

科学领域:

  • 矯正牙科 矯正牙科是一種矯正牙科.
  • 牙科成像 牙科成像 牙科成像
  • 人工智能在牙科中的应用

背景情况:

  • 准确的牙科模型对于有效的正牙治疗计划至关重要.
  • 创建细分牙模型的传统方法可能耗时.
  • 评估用于牙科模型生成的新型人工智能驱动方法至关重要.

研究的目的:

  • 使用CephX®软件评估人工智能 (AI) 生成的细分牙模型 (STM) 的精度.
  • 将CephX®产生的STM与从口内扫描 (IOS) 和InsigniaTM结果中获得的STM的准确性进行比较.
  • 为了评估CephX®和InsigniaTM系统之间的根体积测量.

主要方法:

  • 10名患有I类缺陷和轻度至中度拥挤的患者接受了非提取性正牙治疗.
  • 在治疗前获得了口内扫描 (IOS) 和CBCT扫描.
  • 人工智能 (CephX®) 以DICOM和STL格式生成了280个STM;使用OnDemand3D和Geomagic® Control XTM软件测量和比较了根体积.
  • 类内相关性 (ICC),配对t测试和ANOVA用于统计分析.

主要成果:

  • 该研究表明,使用ICC分析的测量结果之间存在良好的一致性.

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  • 在右侧和左侧的牙类型之间的测量中没有发现显著差异.
  • 在DICOM,CephX® (STL) 和IOS (STL) 牙模型之间,准确度没有显著差异.

    • 结论:

    • 使用CephX®的自动AI方法显示了对细分牙模型的高精度.
    • CephX®是一种快速有效的工具,适用于轻度拥挤和没有恢复的患者的临床实践.
    • 人工智能驱动的牙科建模在正义牙科工作流程效率方面提供了有前途的进步.