Research and Design of Medical Mega Data Analysis System Based on Hadoop
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    Abstract:

    For solving the problem of lack of large medical data computing ability in some hospitals presently, a medical mega data analysis system based on Hadoop is designed. The system can provide two functions of auxiliary diagnosis and medical data statistics, combing with the technology of multi-node distributed computing. So, the preliminary diagnosis results can be concluded immediately according to patient's medical data. And at the same time, the proposed system also has more efficient analysis capability than the traditional hospital information system.

    Reference
    1 中国产业信息网.2015年中国医疗信息化市场运营报告, http://www.chyxx.com, 2015.
    2 马建光,姜巍.大数据的概念特征及应用,国防科技,2013, 34(2):10-17.
    3 White T. Hadoop: The Definitive Guide. 3rd Ed. O'Reilly Media, 2012, 5.
    4 Gillick D, Faria A, DeNero J. Mapreduce: Distributed computing for machine learning. Berkley, 2006, 12.
    5 Shvachko K, Kuang H, Radia S, et al. The hadoop distributed file system. 2010 IEEE 26th Symposium on Mass Storage Systems and Technologies (MSST). IEEE. 2010.
    6 Boyd S, Parikh N, Chu E, et al. Distributed optimization and statistical learning via the alternating direction method of multipliers. Foundations and Trends in Machine Learning, 2011, 3(1).
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廖亮,虞宏霄.基于Hadoop的医疗大数据分析系统的研究与设计.计算机系统应用,2017,26(4):49-53

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History
  • Received:April 29,2016
  • Revised:December 08,2016
  • Online: April 11,2017
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