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Big Data Analytics for Improved Care Delivery in the Healthcare Industry

机译:在医疗行业中改进护理交付的大数据分析

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摘要

The big data analytics plays a pivotal role in the field of healthcare services and research to facilitate better service to the patients. It has provided tools to accumulate, manage, analysis the structured and unstructured data produced by the healthcare systems. Recently the utilization of big data analytics has been increased in the healthcare industry for assisting the process of diagnosing diseases and care delivery. However, the adoption and research development of big data analysis in the healthcare industry is still slow down due to facing some fundamental problems inherent within the big data paradigm. In this study, addresses these problems which focus on the upcoming and promising areas of medical research and proposed a novel big data analytics approach using Apache Spark. The proposed approach will improve care delivery in the healthcare industry. Big data analytics can continually evaluate clinical data in order to improve the effective practices of physicians and improved patient care.
机译:大数据分析在医疗保健服务和研究领域发挥了关键作用,以便于更好地服务于患者。它提供了累积,管理,分析由医疗保健系统产生的结构化和非结构化数据的工具。最近,医疗保健行业的利用增加了辅助诊断疾病和护理递送的过程。然而,由于大数据范式内固有的一些固有的基本问题,医疗行业的大数据分析的通过和研究发展仍然放缓。在这项研究中,解决了这些问题,这些问题侧重于医学研究的即将到来和有前途的地区,并提出了使用Apache Spark的新型大数据分析方法。拟议的方法将改善医疗保健行业的护理。大数据分析可以不断评估临床数据,以改善医生的有效实践和改善患者护理。

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