人工智能在牙科医学中的应用:批判性审查
Symeon Sitaras1, Ioannis A Tsolakis2, Marina Gelsini1
1Private Practice, Thessaloniki, Greece.
International dental journal
|January 22, 2025
概括
人工智能 (AI) 在牙科中显示出对诊断和工作流的优化有希望. 然而,不一致的数据,偏见和缺乏验证阻碍了其临床整合,需要为人工智能研究制定标准化的伦理和方法指南.
科学领域:
- 牙科信息学 牙科信息学
- 人工智能在医学中的应用
- 临床决策支持系统 临床决策支持系统
背景情况:
- 人工智能 (AI),包括机器学习和深度学习,越来越多地应用于牙科医学.
- 人工智能在牙科领域日益普及,在伦理和实践方面的担忧之外,也引发了大量的期望.
研究的目的:
- 在牙科中批判性地审查当前的AI应用.
- 识别牙科内人工智能研究的关键观点,挑战和局限性.
主要方法:
- 对牙科人工智能现有文献进行批判性审查.
- 分析各种牙科专业的AI应用.
主要成果:
- 人工智能模型支持牙科诊断,治疗计划和决策,优化工作流程.
- 不一致的数据质量,偏见,缺乏透明度和有限的验证阻碍了AI整合到牙科实践中.
结论:
- 标准化的方法和道德准则对于牙科中强大的AI研究至关重要.
- 确保透明度,隐私和问责对于AI发展至关重要.
- 需要一个可重现的人工智能研究和临床验证的框架,以便无地融入牙科实践.
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