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预测和分类牙损伤的混合方法:整合调整回归和XG提升方法

Asok Mathew1, Pradeep K Yadalam2, Ahmed Radeideh3

  • 1Department of Clinical Sciences, College of Dentistry, Centre for Medical and Bio-Allied Health Sciences Research, Ajman University, Ajman, United Arab Emirates.

Frontiers in oral health
|May 13, 2025
PubMed
概括

这项研究开发了一种混合人工智能模型,用于预测下第三损伤,达到78%的准确性. 该模型分析了关键的放射测量,以帮助牙医在治疗规划和减少并发症.

关键词:
人工智能的人工智能是人工智能.牙损伤是一种牙损伤.组合学习组合学习机器学习是机器学习.口腔手术是口腔外科手术.

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Teeth01:15

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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...
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