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相关概念视频

Teeth01:15

Teeth

373
The formation of teeth, also known as odontogenesis, is a complex process that begins in utero, around the sixth week of embryonic development. There are three stages to this process: the bud stage, the cap stage, and the bell stage.
In the bud stage, the tooth germ (an aggregation of cells) starts to form in the developing jawbone. During the cap stage, the tooth germ differentiates into enamel organ, dental papilla, and dental sac, which will later develop into the tooth's enamel, dentin...
373

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相关实验视频

Updated: Jun 21, 2025

Author Spotlight: Advancing CBCT and Digital Dental Image Integration with AI-Assisted Digitization
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深度学习和可解释的人工智能用于调查牙科专业人员对CAD软件性能满意度.

Hang-Nga Mai1,2, Thaw Thaw Win3, Hyeong-Seob Kim4

  • 1Institute for Translational Research in Dentistry, Kyungpook National University, Daegu, Republic of Korea.

Journal of prosthodontics : official journal of the American College of Prosthodontists
|July 16, 2024
PubMed
概括

牙科专业人员是牙科专业人员.

关键词:
人工智能的人工智能是人工智能.计算机辅助设计软件 计算机辅助设计软件深度学习是一种深度学习.可解释的人工智能探索性的因素分析.满意度 满足感 满足感

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科学领域:

  • 牙科信息学 牙科信息学
  • 人与计算机的互动.
  • 人工智能在牙科中的应用

背景情况:

  • 牙科专业人员广泛使用计算机辅助设计 (CAD) 软件.
  • 了解用户满意度对于软件开发和采用至关重要.

研究的目的:

  • 分析牙科专业人员对CAD软件性能的满意度.
  • 应用深度学习 (DL) 和可解释的人工智能 (XAI) 进行行为分析.

主要方法:

  • 调查了436名具有不同CAD经验的牙科专业人员.
  • 采用探索性因子分析和多层感知人工神经网络 (MLP-ANN).
  • 使用换特征重要性分析 (PFIA) 和Shapley值用于XAI洞察力.

主要成果:

  • MLP-ANN模型实现了95%的准确性,超过了后勤回归.
  • 设计的可调性是用户满意度的关键因素.
  • 从终点线/皇冠设计特征的积极影响;从设计步骤/安装时间的负面影响.

结论:

  • 确定了影响牙科CAD软件选择和使用的关键因素.
  • 证明DL-XAI是牙科行为分析的可行方法.
  • 为知情的牙科CAD软件开发和选择提供了见解.