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A scoping review of cloud computing in healthcare

机译:医疗保健中的云计算范围界定

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Background Cloud computing is a recent and fast growing area of development in healthcare. Ubiquitous, on-demand access to virtually endless resources in combination with a pay-per-use model allow for new ways of developing, delivering and using services. Cloud computing is often used in an “OMICS-context”, e.g. for computing in genomics, proteomics and molecular medicine, while other field of application still seem to be underrepresented. Thus, the objective of this scoping review was to identify the current state and hot topics in research on cloud computing in healthcare beyond this traditional domain. Methods MEDLINE was searched in July 2013 and in December 2014 for publications containing the terms “cloud computing” and “cloud-based”. Each journal and conference article was categorized and summarized independently by two researchers who consolidated their findings. Results 102 publications have been analyzed and 6 main topics have been found: telemedicine/teleconsultation, medical imaging, public health and patient self-management, hospital management and information systems, therapy, and secondary use of data. Commonly used features are broad network access for sharing and accessing data and rapid elasticity to dynamically adapt to computing demands. Eight articles favor the pay-for-use characteristics of cloud-based services avoiding upfront investments. Nevertheless, while 22 articles present very general potentials of cloud computing in the medical domain and 66 articles describe conceptual or prototypic projects, only 14 articles report from successful implementations. Further, in many articles cloud computing is seen as an analogy to internet-/web-based data sharing and the characteristics of the particular cloud computing approach are unfortunately not really illustrated. Conclusions Even though cloud computing in healthcare is of growing interest only few successful implementations yet exist and many papers just use the term “cloud” synonymously for “using virtual machines” or “web-based” with no described benefit of the cloud paradigm. The biggest threat to the adoption in the healthcare domain is caused by involving external cloud partners: many issues of data safety and security are still to be solved. Until then, cloud computing is favored more for singular, individual features such as elasticity, pay-per-use and broad network access, rather than as cloud paradigm on its own.
机译:背景技术云计算是医疗保健领域中一个最近且快速增长的领域。随需随地按需访问几乎无限的资源,再结合按使用付费模式,可以开发,交付和使用服务的新方式。云计算通常在“ OMICS上下文”中使用,例如用于基因组学,蛋白质组学和分子医学中的计算,而其他应用领域似乎仍然未被充分代表。因此,此范围审查的目的是确定超越传统领域的医疗保健云计算研究的当前状态和热门话题。方法在2013年7月和2014年12月对MEDLINE进行了搜索,以查找包含“云计算”和“基于云”的术语。每篇期刊和会议文章均由两名研究人员进行了独立分类和总结,他们巩固了他们的发现。结果共分析了102种出版物,发现了6个主要主题:远程医疗/咨询,医学影像,公共卫生和患者自我管理,医院管理和信息系统,治疗以及数据的二次使用。常用的功能是用于共享和访问数据的广泛网络访问,以及快速弹性以动态适应计算需求。八篇文章赞成基于云的服务的按使用付费特性,避免了前期投资。然而,尽管有22篇文章提出了医学领域云计算的非常普遍的潜力,而66篇文章描述了概念或原型项目,但只有14篇文章报告了成功的实施。此外,在许多文章中,云计算被视为类似于基于Internet / Web的数据共享,并且不幸的是,并未真正说明特定的云计算方法的特征。结论尽管医疗保健中的云计算越来越引起人们的关注,但只有少数成功的实现方案存在,并且许多论文只是将“云”一词作为“使用虚拟机”或“基于网络”的代名词使用,而没有云模式的描述优势。在医疗保健领域采用该技术的最大威胁是由外部云合作伙伴参与造成的:许多数据安全性和安全性问题仍有待解决。在此之前,云计算因其独特的个性化功能(如弹性,按使用量付费和广泛的网络访问)而受到更多青睐,而不是单独作为云范例。

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