牙的轨迹从童年到年轻成人:无监督的机器学习方法
Chukwuebuka Ogwo1, Steven Levy2, John Warren2
1Temple University.
Research square
|August 7, 2023
概括
这项研究在1382名个人中从9岁到23岁确定了三种不同的牙损伤轨迹. 在13岁至17岁之间,脏病发病风险最高.
科学领域:
- 口腔健康研究研究 口腔健康研究
- 纵向研究 纵向研究
- 医疗保健中的机器学习
背景情况:
- 牙损是一个重要的公共卫生问题,在整个生命中都有不同的进展模式.
- 了解牙腐烂的生命周期轨迹对于有效的预防和管理策略至关重要.
- 之前的研究往往缺乏详细的,长期分析虫病在青春期和成年早期的发展.
结论:
- 13岁至17岁之间的时间段代表了牙损风险增加的关键窗口.
- 轨迹的斜率在13岁后增加,可能与风险因素的变化有关.
- 未来的研究将使用监督机器学习来识别这些虫病轨迹组的预测因素.
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