Big data are coming to psychiatry: a general introduction.
Big data are coming to psychiatry: a general introduction.
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DOI：
10.1186/s40345-015-0038-9
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发表时间：
2015-12
影响因子：
4
通讯作者：
Bauer M
中科院分区：
文献类型：
--
作者：
Monteith S;Glenn T;Geddes J;Bauer M
大数据正在进入双相情感障碍和所有精神病学的研究领域。数据来自提供者和付款人(包括EMR、成像、保险索赔和药房数据)，来自组学(基因组、蛋白质组和代谢组数据)，来自患者和非提供者(来自智能手机和互联网活动、传感器和监测工具的数据)。大数据分析将为探索、描述性观察、假设生成和预测提供前所未有的机会，大数据研究成果将融入临床实践。在大数据的质量、分析和管理方面，技术挑战依然存在。本文讨论了大数据在精神病学方面的一些基本机遇和挑战。
Big data are coming to the study of bipolar disorder and all of psychiatry. Data are coming from providers and payers (including EMR, imaging, insurance claims and pharmacy data), from omics (genomic, proteomic, and metabolomic data), and from patients and non-providers (data from smart phone and Internet activities, sensors and monitoring tools). Analysis of the big data will provide unprecedented opportunities for exploration, descriptive observation, hypothesis generation, and prediction, and the results of big data studies will be incorporated into clinical practice. Technical challenges remain in the quality, analysis and management of big data. This paper discusses some of the fundamental opportunities and challenges of big data for psychiatry.