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Health Data in Dentistry: An Attempt to Master the Digital Challenge

机译:牙科健康数据:试图掌握数字挑战

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Background: Biomedical research has recently moved through three stages in digital healthcare: (1) data collection; (2) data sharing; and (3) data analytics. With the explosion of stored health data (HD), dental medicine is edging into its fourth stage of digitization using artificial intelligence (AI). This narrative literature review outlines the challenge of managing HD and anticipating the potential of AI in oral healthcare and dental research by summarizing the current literature. Summary: The basis of successful management of HD is the establishment of a generally accepted data standard that will guide its implementation within electronic health records (EHR) and health information technology ecosystems (HIT Eco). Thereby continuously adapted (self-) learning health systems (LHS) can be created. The HIT Eco of the future will combine (i) the front-end utilization of HD in clinical decision-making by providers using supportive diagnostic tools for patient-centered treatment planning, and (ii) back-end algorithms analyzing the standardized collected data to inform population-based policy decisions about resource allocations and research directions. Cryptographic methods in blockchain enable a safe, more efficient, and effective dental care within a global perspective. Key Message: The interoperability of HD with accessible digital health technologies is the key to deliver value-based dental care and exploit the tremendous potential of AI.
机译:背景:生物医学研究最近在数字医疗保健中迁移到三个阶段:(1)数据收集; (2)数据共享;和(3)数据分析。随着储存健康数据(HD)的爆炸,牙科医学使用人工智能(AI)将牙科医学掺入其第四阶段。这种叙事文献综述概述了管理HD的挑战,并通过总结当前文献来概述口腔医疗保健和牙科研究中AI的潜力。摘要:成功管理HD的基础是建立普遍接受的数据标准,将指导其在电子健康记录(EHR)和健康信息技术生态系统(击中Eco)中的实施。由此可以创建连续调整(自我)学习卫生系统(LHS)。未来的命中生态将结合(i)使用支持诊断工具的临床决策中HD的前端利用,使用支持性诊断工具,用于患者中心的治疗计划,(ii)分析标准化的收集数据的后端算法告知资源分配和研究方向的基于人口的政策决策。在BlockChain中的加密方法在全球角度来看,可以安全,更高效,更有效的牙科护理。关键消息:具有可访问数字健康技术的HD的互操作性是提供基于价值的牙科护理的关键,并利用AI的巨大潜力。

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