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A Cloud Computing Based Platform for Geographically Distributed Health Data Mining.

机译:基于云计算的地理分布式健康数据挖掘平台。

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摘要

With cloud computing emerging in recent years, more and more interest has been sparked from a variety of institutions, organizations and individual users, as they intend to take advantage of web applications to share a huge amount of public and private data and information in a more affordable way and using a reliable IT architecture. In the area of healthcare, medical and health information systems based on cloud computing are desired, in order to realize the sharing of medical data and health information, coordination of clinical service, along with effective and cost-contained clinical information system infrastructure via the implementation of a distributed and highlyintegrated platform. The objective of this study is to discuss the challenges of adopting cloud computing for collaborative health research information management and provide recommendations to deal with corresponding challenges. More specially, the study will propose a cloud computing based platform according to recommendations. The platform can be used to bring together health informatics researchers from the different geographical locations to share medical data for research purposes, for instance, data mining used for improving liver cancer early detection and treatment. Finding from a literature review will be discussed to highlight challenges of applying cloud computing in a wide range of areas, and recommendations will be paired with each challenge. A proof of concept prototype research methodology will be employed to illustrate the proposed cross national cloud computing model for geographically distributed health data mining applied to a health informatics research.
机译:近年来,随着云计算的兴起,各种机构,组织和个人用户引起了越来越多的兴趣,因为他们打算利用Web应用程序在更多的环境中共享大量的公共和私有数据和信息。负担得起的方式并使用可靠的IT体系结构。在医疗保健领域,需要基于云计算的医疗信息系统,以便通过实施实现医疗数据和健康信息的共享,临床服务的协调以及有效且成本低廉的临床信息系统基础架构高度集成的分布式平台。这项研究的目的是讨论采用云计算进行协作式健康研究信息管理的挑战,并提出应对相应挑战的建议。更具体地说,该研究将根据建议提出一个基于云计算的平台。该平台可用于将来自不同地理位置的健康信息学研究人员聚集在一起,以共享医学数据以进行研究,例如,用于改善肝癌早期发现和治疗的数据挖掘。我们将讨论从文献综述中发现的问题,以突出强调在广泛领域中应用云计算所面临的挑战,并且将针对每个挑战提出建议。将使用概念验证的原型研究方法论来说明提议的跨国云计算模型,该模型用于地理分布健康数据挖掘,应用于健康信息学研究。

著录项

  • 作者

    Guo, Yunyong.;

  • 作者单位

    University of Victoria (Canada).;

  • 授予单位 University of Victoria (Canada).;
  • 学科 Health Sciences Health Care Management.;Health Sciences General.;Computer Science.
  • 学位 M.Sc.
  • 年度 2013
  • 页码 98 p.
  • 总页数 98
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

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