医疗保健中的大数据和大数据分析展望。

Q3 Medicine
Egondu R Onyejekwe, Dasantila Sherifi, Hung Ching
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引用次数: 0

摘要

大数据(BD)在研究和实践中具有很高的兴趣,因为它有可能提供对所服务人群和医疗保健实践的见解。在收集数据集和创建用于大数据分析(BDA)的工具方面取得了很大进展。然而,医疗保健组织仍然面临着与BD特征和BDA工具相关的挑战。BD的利用影响了当前的决策、规划和未来对人工智能(AI)工具的使用,这些工具都接受过BD培训。这项定性研究的重点是更好地了解医疗机构对BD和BDA管理和使用的现实情况。对从事医疗保健BD和BDA工作的个人进行了六次结构化访谈。研究结果证实了与BD/BDA相关的已知挑战,并为结构、操作和利用方面以及未来方向提供了丰富的见解。这些观点对于BD/BDA管理和发展的教育和改进是有价值的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Perspectives on Big Data and Big Data Analytics in Healthcare.

Big data (BD) is of high interest for research and practice purposes because it has the potential to provide insights into the population served and healthcare practices. Much progress has been made in collecting BD and creating tools for big data analytics (BDA). However, healthcare organizations continue to experience challenges associated with BD characteristics and BDA tools. Utilization of BD impacts current decision-making, planning, and future use of artificial intelligence (AI) tools, which are trained on BD. This qualitative study focused on better understanding the reality of BD and BDA management and usage by healthcare organizations. Six structured interviews were conducted with individuals who work with healthcare BD and BDA. Findings confirmed the known challenges associated with BD/BDA and added rich insights into the structural, operational and utilization aspects, as well as future directions. Such perspectives are valuable for education and improvements in BD/BDA management and development.

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来源期刊
CiteScore
1.90
自引率
0.00%
发文量
0
期刊介绍: Perspectives in Health Information Management is a scholarly, peer-reviewed research journal whose mission is to advance health information management practice and to encourage interdisciplinary collaboration between HIM professionals and others in disciplines supporting the advancement of the management of health information. The primary focus is to promote the linkage of practice, education, and research and to provide contributions to the understanding or improvement of health information management processes and outcomes.
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