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arXiv 1606.08075cs.CY
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走向数字化:医疗保健领域数字化和大规模数据分析调查

Going Digital: A Survey on Digitalization and Large Scale Data Analytics in Healthcare

Volker Tresp, J. Marc Overhage, Markus Bundschus, Shahrooz Rabizadeh, Peter A. Fasching, Shipeng Yu

摘要:

我们概述了医疗保健领域数字化和大规模数据分析的最新趋势。预计这些趋势将有助于医疗保健在未来的组织方式发生巨大变化。我们讨论了最近的政治举措,旨在将医疗服务流程从纸质转变为电子,目标是更有效的治疗和更好的结果;成本压力是创新的主要驱动力。我们描述了新开发的医疗保健提供商,研究机构和商业供应商的网络,以共同分析数据的决策支持系统的发展。我们致力于通过可穿戴和固定设备监测健康状况的持续医疗保健趋势;相关的发展是患者越来越多地对自己的健康数据承担责任。最后,我们讨论了最近的举措,对个性化的医疗,分子医学,数据管理和数据分析的基础上取得的进展。

英文摘要:

We provide an overview of the recent trends towards digitalization and large scale data analytics in healthcare. It is expected that these trends are instrumental in the dramatic changes in the way healthcare will be organized in the future. We discuss the recent political initiatives designed to shift care delivery processes from paper to electronic, with the goals of more effective treatments with better outcomes; cost pressure is a major driver of innovation. We describe newly developed networks of healthcare providers, research organizations and commercial vendors to jointly analyze data for the development of decision support systems. We address the trend towards continuous healthcare where health is monitored by wearable and stationary devices; a related development is that patients increasingly assume responsibility for their own health data. Finally we discuss recent initiatives towards a personalized medicine, based on advances in molecular medicine, data management, and data analytics.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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