自动化系统搜索复制器 (ASySD):一个快速的,开源的,可互操作的工具,用于删除生物医学系统审查中的重复引用
Kaitlyn Hair1, Zsanett Bahor2, Malcolm Macleod2
1Centre for Clinical Brain Sciences, University of Edinburgh, Edinburgh, UK. Kaitlyn.Hair@ed.ac.uk.
BMC biology
|September 6, 2023
概括
自动化系统搜索除重复器 (ASySD) 有效地删除系统评论中的重复引用,提高数据准确性. 这种开源工具非常敏感,节省了宝贵的研究时间.
科学领域:
- 生物医学研究的研究.
- 系统审查是系统的审查.
- 信息科学 信息科学
背景情况:
- 高质量的系统审查需要搜索多个数据库.
- 重复引用很常见,并且它们的删除 (去重复) 是耗时的.
- 现有的脱复制工具在敏感性,可访问性和可用性方面存在局限性.
研究的目的:
- 介绍和评估自动化系统搜索分复制器 (ASySD) 的性能.
- 提供自动化解决方案,用于免复制生物医学评论中的系统搜索.
主要方法:
- 在五个不同的生物医学系统性搜索数据集上评估了ASySD.
- 性能与EndNote的分复制功能和系统审查助理分复制模块 (SRA-DM) 相比较.
主要成果:
- 与SRA-DM和EndNote相比,ASySD的重复识别率更高.
- 获得高灵敏度 (0.95-0.99) 和特异性 (>0.99),与人类性能相比.
- 在不到一小时的时间内完成了每个数据集内的复制排除.
结论:
- ASySD是一个敏感,可靠和节省时间的工具,用于生物医学系统性审查中的脱复制.
- 该工具是开源的,可以作为R包和Web应用程序免费使用.
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