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Big Data Science and Its Applications in Biomedical Research and Healthcare: A Review

机译:大数据科学及其在生物医学研究和医疗保健中的应用

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There Is A Consensus Among Scientists That The Analysis Of Big Data In Health Care (Such As Electronic Health Records, Patient Reported Outcomes Or In Motion Data) Can Improve Clinical Research And The Quality Of Care Provided To Patients. Big Data Mainly Deals With The Storage And Processing Of Large Scale And Complex Structure Data Sets For Which The Traditional Methods Prove To Be Incapable. They Show A Slow Responsiveness And Lack Of Scalability, Performance And Accuracy. The Paper Provides A Systematic Review Of Recent Progress And Advances In Big Data Science, Healthcare And The Human Genome Research One Of The Most Promising Medical And The Healthcare Domains. Further The Paper Includes Some Of The Major Challenges And Opportunities With A Focus On The Upcoming And Promising Areas Of Medical Re-search: Image, Signal, And Genomics Based Analytics To Improve Big Data Applications In Healthcare In The Summarized Form.
机译:科学家之间达成共识,即对医疗保健中的大数据进行分析(例如电子健康记录,患者报告的结果或运动中的数据)可以改善临床研究和提供给患者的护理质量。大数据主要处理传统方法无法实现的大规模和复杂结构数据集的存储和处理。它们显示出较慢的响应速度,并且缺乏可伸缩性,性能和准确性。本文提供了对大数据科学,医疗保健和人类基因组研究(最有前途的医疗和医疗保健领域之一)的最新进展的系统评价。此外,本文还包括一些主要挑战和机遇,重点放在医学研究的即将来临和有希望的领域:基于图像,信号和基于基因组学的分析,以汇总形式改善医疗保健中的大数据应用。

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