牙科中的人工智能:应用,挑战和未来方向的叙事审查
Michele DI Cosola1, Andrea Ballini1,2, Francesca A Prencipe1
1Department of Clinical and Experimental Medicine, University of Foggia, Foggia, Italy.
Minerva dental and oral science
|June 18, 2025
概括
人工智能 (AI) 正在通过先进的诊断和治疗计划,彻底改变牙科. 虽然提供了更好的患者护理和访问,但伦理考虑和数据偏差需要谨慎管理才能成功整合.
科学领域:
- 牙科 牙科是指牙科的专业.
- 人工智能的人工智能
- 医疗技术 医疗技术 医学技术
背景情况:
- 人工智能 (AI) 越来越多地融入到牙科实践中.
- 人工智能在诊断,治疗计划和患者管理方面提供了进步.
- 目前的文献强调了人工智能对临床工作流程和患者结果的影响越来越大.
研究的目的:
- 审查人工智能在牙科中的当前应用.
- 探索AI在牙科实践中的临床,技术和伦理层面.
- 确定牙科人工智能面临的挑战和未来发展方向.
主要方法:
- 使用了一种非系统的叙事审查方法.
- 关于牙科人工智能的文献进行了合成.
- 焦点领域包括诊断,治疗规划,决策支持,远程牙科,伦理学和新兴技术.
主要成果:
- 人工智能在牙图像分析 (,牙周病,口腔癌) 中表现出很高的性能.
- 人工智能优化了治疗计划 (正牙科,植入物) 和风险建模.
- 由人工智能驱动的临床决策支持系统 (CDSS),聊天机器人和远程监控提高了护理和患者参与度.
结论:
- 人工智能正在改变牙科,实现更准确,更容易获得和更个性化的患者护理.
- 挑战包括算法透明度,数据偏见,法律责任和隐私问题.
- 伦理部署,监管和培训对于利用人工智能的牙科潜力至关重要.
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