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在基于知识地图的医疗保健数据背景下对隐私保护的研究
Ting Ouyang1, Jianhua Yang1, Zongyun Gu1
1School of Medical Informatics Engineering, Anhui University of Chinese Medicine, Hefei, China.
Medicine
|August 16, 2024
概括
这项研究分析了2012-2023年大医疗数据隐私保护文献. 主要研究领域包括隐私,大数据和互联网挑战,突出了未来研究的趋势.
科学领域:
- 医疗信息学 医疗信息学
- 数据科学数据科学数据科学
- 信息安全 信息安全
背景情况:
- 大数据时代,由人工智能,云计算和物联网驱动,对个人信息隐私提出了重大挑战,特别是在医疗保健领域.
- 虽然对医疗保健数据隐私的关注越来越多,但对研究趋势和热点的全面分析缺乏.
研究的目的:
- 在医疗保健大数据的背景下,系统地总结和预测研究热点和隐私保护的未来趋势.
- 为健康大数据隐私研究的学者提供知识结构.
主要方法:
- 从科学网络数据库 (2012-2023) 获取隐私保护文献的图书统计分析.
- 利用CiteSpace软件进行信息可视化,分析时间和空间分布,作者和国家合作以及关键词频率.
- 识别了高中心性的关键词,以确定研究热点和趋势.
主要成果:
- 自2013年以来,关于大医疗数据隐私保护的研究受到越来越多的关注.
- 大学是主要参与的机构,但各国之间的国际合作很弱.
- "隐私"",大数据"",互联网"",挑战"",护理"和"信息"等关键词表明当前的研究热点和趋势.
结论:
- 该研究提供了关于大医疗数据隐私保护的研究格局的全面概述.
- 结果引导学者快速了解当前的热点,并选择未来的研究方向.
- 强调需要加强国际合作,以应对隐私挑战.
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