医疗健康大数据：应用实例与系统分析

2015-10-13 董诚，林立，金海，廖小飞 MedSci原创

随着信息技术和物联网技术的发展、个人电脑和智能手机的普及以及社交网络的兴起，人类活动产生的数据正以惊人的速度增长。根据国际数据公司（International DataCorporation，IDC）的报告，仅2011年，全世界产生的数据就有1.8 ZB（1 ZB≈1 021 byte），并且平均

华中科技大学计算机科学与技术学院服务计算技术与系统教育部重点实验室武汉430074 1 概述随着信息技术和物联网技术的发展、个人电脑和智能手机的普及以及社交网络的兴起，人类活动产生的数据正以惊人的速度增长。根据国际数据公司（International DataCorporation，IDC）的报告，仅2011年，全世界产生的数据就有1.8 ZB（1 ZB≈1 021 byte），并且平均每5年增长9倍[1]。大数据一词由此而生。大数据是指难以被传统数据管理系统有效且经济地存储、管理、处理的复杂数据集。大数据一般以PB为单位计量，并包含结构化、半结构化、无结构化的数据，大数据给数据的采集、运输、加密、存储、分析和可视化带来了严峻的挑战[2]。与传统数据相比，大数据包含5个V特性：Volume（数据规模巨大）、Variety（数据类型繁多）、Velocity（数据产生的数据非常快）、Veracity（分析结果取决于数据准确性）、Value（大数据一般包含非常重要的价值）[3]。大数据带来了存储、管理、处理数据的挑战，也带来了发掘数据中新的价值的机遇。多个行业已经利用大数据改善

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#插入话题

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2016-01-30 stfoxst

#健康大数据#

28 0
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2016-02-09 lyh994

很长，很漫长，一点星光，一片希望

131 0
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2015-11-05 jxrzshh

#系统分析#

38 0
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2015-10-18 sunlong28

赞一个~

113 0
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2015-10-18 sunlong28

谢谢分享~

117 0
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2015-10-18 sunlong28

为了积分我也是拼了~

112 0

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