使用大规模牙科数据开发和验证人工智能支持的口腔评分
Sri Kalyan Yarlagadda1, Navid Samavati1, Mina Ghorbanifarajzadeh1
1Overjet, Inc., 2093 Philadelphia Pike #9194, Claymont, DE, 19703, USA.
Scientific reports
|July 1, 2025
概括
一个新的AI工具,口腔评分基本 (OS-B),客观地评估使用患者数据和X射线图的牙状况. 它准确地预测治疗成本,改善口腔健康评分,以获得更好的患者护理和公共卫生洞察力.
科学领域:
- 人工智能在牙科中的应用
- 口腔健康评估口腔健康评估
- 牙科数据分析 牙科数据分析
背景情况:
- 现有的口腔健康评分系统缺乏对牙状况的全面评估.
- 需要客观,数据驱动的方法来量化口腔健康严重程度.
- 之前系统的局限性阻碍了有效的人口风险分析和以价值为基础的护理.
研究的目的:
- 引入口腔评分基本 (OS-B),一个人工智能驱动的客观口腔健康评估方法.
- 用X光学发现和牙周探测深度来量化牙病情的严重程度.
- 开发一种可扩展的,数据驱动的方法来测量口腔健康.
主要方法:
- 利用了来自2,558家美国牙科诊所的34万多名患者的数据.
- 使用Overjet经FDA批准的AI平台开发OS-B,用于从X光片中检测牙状况.
- 综合放射性发现,牙周探测深度和治疗概率加权成本函数.
主要成果:
- OS-B证明了牙得分与实际治疗成本之间存在强烈的相关性.
- 由人工智能获得的分数超过了以前口腔健康评分系统的预测能力.
- 验证了人工智能平台在提供详细牙分析方面的有效性.
结论:
- OS-B为人工智能支持的口腔健康评分提供了一个基本框架.
- 该评分在基于价值的护理,人口风险分析和消费者健康管理方面具有潜在的应用.
- 未来的代可能会扩展,包括风险因素,功能和美学,以提高实用性.
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