[关于人工智能在牙科中的应用的专家共识]
1Department of Geriatric Dentistry, Peking University School and Hospital of Stomatology & National Center for Stomatology & National Clinical Research Center for Oral Diseases & National Engineering Research Center of Oral Biomaterials and Digital Medical Devices & Beijing Key Laboratory of Digital Stomatology, Beijing 100081, China.
概括
人工智能 (AI) 正在彻底改变口腔医学,改善疾病查,诊断和治疗计划. 数据治理和验证的挑战仍然存在,但人工智能为推进牙科护理提供了巨大的潜力.
科学领域:
- 口腔医学是指口腔医学.
- 牙科技术 牙科技术
- 医疗保健中的人工智能
背景情况:
- 人工智能 (AI) 的应用正在口腔医学中迅速扩大,包括疾病查,诊断,治疗计划,预后预测和牙科教育.
- 人工智能利用深度学习和多式联络分析来整合各种数据源,如形光束CT,口腔内扫描和电子健康记录.
- 当前的人工智能应用程序提高了管理各种牙科疾病的精度和效率,包括,内牙/牙周疾病,口腔病变和面创伤.
研究的目的:
- 为牙科中人工智能应用提供全面的概述.
- 概述人工智能在口腔保健中的实施核心技术途径.
- 为数据治理,平台开发,伦理和监管框架提出建议.
主要方法:
- 专家共识对口腔医学当前人工智能进展的审查.
- 分析人工智能与诊断工具 (圆束CT,口腔内扫描) 和电子健康记录的整合.
- 识别挑战并制定人工智能开发和部署的建议.
主要成果:
- 人工智能在改善诊断准确性和治疗效率方面具有显著的潜力,用于广泛的牙科疾病.
- 人工智能促进了欧米克研究,生物材料开发和实验室自动化方面的进步,加速了翻译研究.
- 主要挑战包括需要标准化数据治理,增强模型解释性,强有力的隐私/安全措施和明确的监管途径.
结论:
- 人工智能是牙科领域的一个变革性技术,为患者护理和研究提供了增强的能力.
- 解决数据,可解释性,伦理和监管方面的挑战对于人工智能在口腔保健中的安全和可持续采用至关重要.
- 这一共识为利益相关者提供了指导,以促进标准化和有效的AI整合到牙科实践中.
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