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Big Data Analytics for Healthcare Industry:Impact,Applications,and Tools

         

摘要

In recent years, huge amounts of structured, unstructured, and semi-structured data have been generated by various institutions around the world and, collectively, this heterogeneous data is referred to as big data. The health industry sector has been confronted by the need to manage the big data being produced by various sources,which are well known for producing high volumes of heterogeneous data. Various big-data analytics tools and techniques have been developed for handling these massive amounts of data, in the healthcare sector. In this paper, we discuss the impact of big data in healthcare, and various tools available in the Hadoop ecosystem for handling it. We also explore the conceptual architecture of big data analytics for healthcare which involves the data gathering history of different branches, the genome database, electronic health records, text/imagery, and clinical decisions support system.

著录项

  • 来源
    《大数据挖掘与分析(英文)》 |2019年第1期|48-57|共10页
  • 作者

    Sunil Kumar; Maninder Singh;

  • 作者单位

    1. the Directorate of Livestock Farms;

    Guru Angad Dev Veterinary and Animal Sciences University 2. the Department of Computer Science;

    Punjabi University;

  • 原文格式 PDF
  • 正文语种 chi
  • 中图分类 TP311.13;
  • 关键词

    机译:大数据;医疗保健;Hadoop;MapReduce;
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