基于Spark的医疗大数据处理系统原型

2015 8th International Conference on Biomedical Engineering and Informatics (BMEI) Pub Date : 2015-10-01 DOI:10.1109/BMEI.2015.7401559

Wenzhi Liu, Qi Li, Yunpeng Cai, Ye Li, Xiaoyan Li

{"title":"基于Spark的医疗大数据处理系统原型","authors":"Wenzhi Liu, Qi Li, Yunpeng Cai, Ye Li, Xiaoyan Li","doi":"10.1109/BMEI.2015.7401559","DOIUrl":null,"url":null,"abstract":"With many theoretical and technological obstacles in health big data processing, it is hard to transfer data into successful and valuable applications. Meeting the Challenge of handling big data in healthcare information construction procedure, this paper proposes a referential architecture on the platform solution to overcome the problems in tremendous of healthcare big data process. Based on the proposed architecture a prototype has been built for healthcare big data analysis. Taking statistical analysis in administrator decide supporting service as an example, this paper tests the running performance and demonstrating effect of the prototype system for healthcare big data processing based on Spark.","PeriodicalId":119361,"journal":{"name":"2015 8th International Conference on Biomedical Engineering and Informatics (BMEI)","volume":"51 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2015-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"13","resultStr":"{\"title\":\"A prototype of healthcare big data processing system based on Spark\",\"authors\":\"Wenzhi Liu, Qi Li, Yunpeng Cai, Ye Li, Xiaoyan Li\",\"doi\":\"10.1109/BMEI.2015.7401559\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"With many theoretical and technological obstacles in health big data processing, it is hard to transfer data into successful and valuable applications. Meeting the Challenge of handling big data in healthcare information construction procedure, this paper proposes a referential architecture on the platform solution to overcome the problems in tremendous of healthcare big data process. Based on the proposed architecture a prototype has been built for healthcare big data analysis. Taking statistical analysis in administrator decide supporting service as an example, this paper tests the running performance and demonstrating effect of the prototype system for healthcare big data processing based on Spark.\",\"PeriodicalId\":119361,\"journal\":{\"name\":\"2015 8th International Conference on Biomedical Engineering and Informatics (BMEI)\",\"volume\":\"51 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2015-10-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"13\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2015 8th International Conference on Biomedical Engineering and Informatics (BMEI)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/BMEI.2015.7401559\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2015 8th International Conference on Biomedical Engineering and Informatics (BMEI)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/BMEI.2015.7401559","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}

引用次数: 13

摘要

健康大数据处理存在诸多理论和技术障碍，难以将数据转化为成功的、有价值的应用。针对医疗信息化建设过程中大数据处理的挑战，本文提出了一种基于平台的参考架构解决方案，以克服医疗大数据处理过程中存在的巨大问题。基于所提出的架构，构建了用于医疗保健大数据分析的原型。本文以管理员决策支持服务中的统计分析为例，对基于Spark的医疗大数据处理原型系统的运行性能和演示效果进行了测试。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

查看原文本刊更多论文

A prototype of healthcare big data processing system based on Spark

With many theoretical and technological obstacles in health big data processing, it is hard to transfer data into successful and valuable applications. Meeting the Challenge of handling big data in healthcare information construction procedure, this paper proposes a referential architecture on the platform solution to overcome the problems in tremendous of healthcare big data process. Based on the proposed architecture a prototype has been built for healthcare big data analysis. Taking statistical analysis in administrator decide supporting service as an example, this paper tests the running performance and demonstrating effect of the prototype system for healthcare big data processing based on Spark.

求助全文

通过发布文献求助，成功后即可免费获取论文全文。去求助

来源期刊

2015 8th International Conference on Biomedical Engineering and Informatics (BMEI)

自引率

0.00%

发文量