Liyanage Harshana, Liaw Siaw-Teng, de Lusignan Simon
Department of Computing, University of Surrey, Guildford, UK.
Inform Prim Care. 2012;20(2):81-6.
Health care, in common with many other industries, is generating large amounts of routine data, data that are challenging to process, analyse or curate, so-called 'big data'. A challenge for health informatics is to make sense of these data. Part of the answer will come from the development of ontologies that support the use of heterogeneous data sources and the development of intermediate processors of health information (IPHI). IPHI will sit between the generators of health data and information, often the providers of health care, and the managers, commissioners, policy makers, researchers, and the pharmaceutical and other healthcare industries. They will create a health ecosystem by processing data in a way that stimulates improved data quality and potentially healthcare delivery by providers of health care, and by providing greater insights to legitimate users of data. Exemplars are provided of how a health ecosystem might be encouraged and developed to promote patient safety and more efficient health care. These are in the areas of how to integrate data around the unsafe use of alcohol and to explore vaccine safety. A challenge for IPHI is how to ensure that their processing of data is valid, safe and maintains privacy. Development of the healthcare ecosystem and IPHI should be actively encouraged internationally. Governments, regulators and providers of health care should facilitate access to health data and the use of national and international comparisons to monitor standards. However, most importantly, they should pilot new methods of improving quality and safety through the intermediate processing of health data.
与许多其他行业一样,医疗保健领域正在产生大量的常规数据,这些数据在处理、分析或管理方面具有挑战性,即所谓的“大数据”。健康信息学面临的一个挑战是理解这些数据。部分答案将来自本体论的发展,本体论支持使用异构数据源以及健康信息中间处理器(IPHI)的开发。IPHI将处于健康数据和信息的生成者(通常是医疗保健提供者)与管理者、专员、政策制定者、研究人员以及制药和其他医疗行业之间。它们将通过以一种促进提高数据质量并可能改善医疗保健提供者的医疗服务提供的方式处理数据,以及通过为数据的合法用户提供更多见解,来创建一个健康生态系统。文中给出了一些示例,说明如何鼓励和发展健康生态系统以促进患者安全和提高医疗保健效率。这些示例涉及如何整合围绕酒精不安全使用的数据以及探索疫苗安全性。IPHI面临的一个挑战是如何确保其数据处理是有效、安全且能维护隐私的。应在国际上积极鼓励医疗保健生态系统和IPHI的发展。政府、监管机构和医疗保健提供者应促进获取健康数据以及利用国家和国际比较来监测标准。然而,最重要的是,它们应通过对健康数据的中间处理来试点提高质量和安全性的新方法。