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医疗大数据的应用与挑战 被引量:13

Research and application of big data in medical field
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摘要 目的 :为更好地利用医疗大数据为医院的管理及诊疗服务,对医疗大数据的应用情况进行探讨。方法 :在剖析医疗大数据基本概念、来源及特征的基础上,对医疗大数据的处理流程及应用模型进行分析,并重点阐述医疗大数据的应用领域及面临的挑战。结果:提出规范电子病历数据的采集与存储、搭建数据云平台、建立医疗大数据人才队伍、构建数据驱动型组织、加强数据加密及匿名技术的发展等方法应对挑战。结论:医疗大数据的应用提高了医疗质量,是今后智能医疗的发展方向。 Objective To explore the application of medical big data to tacilitate hospital management and service. Methods Medical big data had its treatment procedure, application model, application fields and challenges discussed based on describing its basic concept, source and characteristics. Results Some suggestions were put forward including standardizing the collection and storage of electronic medical record, establishing data cloud platform, strengthening personnel training, constructing data-driven organization, emphasizing on data encryption and anonymity technology and etc.Conclusion Medical big data enhances medical service, and may contributes to intelligent medical treatment in the future.
作者 孟琳 马金刚 刘静 曹慧 张驰 史婷瑶 MENG Lin;MA Jin-gang;LIU Jing;CAO Hui;ZHANG Chi;SHI Ting-yao(College of Science and Technology,Shandong University of Traditional Chinese Medicine,Jinan 250300,China)
出处 《医疗卫生装备》 CAS 2018年第10期71-74,88,共5页 Chinese Medical Equipment Journal
基金 山东省社会科学规划互联网发展研究项目(17CHLJ09)
关键词 医疗大数据 应用 挑战 智能医疗 医疗质量 medical big data application challenge intelligent medical treatment medical quality
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  • 1杨大干,徐根云,朱阳军.临床实验室信息系统的研究与开发[J].中国医疗器械杂志,2005,29(1):23-26. 被引量:19
  • 2阚飙,徐建国.传染病监测的实验室网络化[J].疾病监测,2005,20(1):1-2. 被引量:21
  • 3Nature. Big Data [EB/OL]. [2012-10-02]. http,//www. nature, com/news/specials/bigdata/index, html.
  • 4Bryant R E, Katz R H, Lazowska E D. Big-Data computing : Creating revolutionary breakthroughs in commerce, science, and society [R]. [2012-10-02]. http:// www. cra. org/ccc/docs/init/Big_Data, pdf.
  • 5Science. Special online collection: Dealing with data [EB/OL]. [2012-10-02]. http://www, sciencemag, org/site/ special/data/, 2011.
  • 6Agrawal D, Bernstein P, Bertino E, et al. Challenges and opportunities with big data A community white paper developed by leading researchers across the United States [R/OL]. [2012-10-02]. http://cra, org/ccc/docs/init/bigdata whitepaper, pdf.
  • 7Manyika J, Chui M, Brown B, et al. Big data: The next frontier for innovation, competition, and productivity [R/OL]. [ 2012-10-02 ]. http://www, mekinsey, corn/ Insights]MGI[Research/Teehnology _ and _ Innovation]Big _ data The next frontier for innovation.
  • 8World Economic Forum. Big data, big impact: New possibilities for international development [R/OL]. [2012- 10-02]. http://www3, weforum, org/docs/WEF TC MFS BigDataBigImpact_Briefing 2012. pdf.
  • 9Big Data Across the Federal Government [EB/OL]. [2012-10-02]. http://www, whitehouse, gov/sites/default/ files/microsites/ostp/big_data fact sheet_final_ 1. pdf.
  • 10UN Global Pulse. Big Data for Development:Challenges Opportunities [R/OL]. [ 2012-10-02 ]. http://www. unglobalpulse, org/proj ects/BigDataforDevelopment.

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