NIAID发现门户:针对传染病和免疫媒介疾病数据集的统一搜索引擎
Ginger Tsueng1, Emily Bullen1, Candice Czech1
1The Scripps Research Institute, La Jolla, California, USA.
mSystems
|December 31, 2025
概括
NIAID数据生态系统发现门户网站为超过400万个传染病和免疫媒介疾病 (IID) 数据集提供了统一的搜索. 该资源增强了研究人员的数据可查和可访问性,促进了科学进步.
科学领域:
- 生物医学信息学 生物医学信息学
- 数据科学数据科学数据科学
- 免疫学和传染病的研究
背景情况:
- 有价值的研究数据集往往很难找到,阻碍了科学进步.
- 国家过敏和传染病研究所 (NIAID) 认识到需要一个集中式数据发现解决方案.
研究的目的:
- 引入NIAID数据生态系统发现门户,这是传染病和免疫媒介疾病 (IID) 研究数据的统一搜索界面.
- 为研究人员提高生物医学数据集的可查性,可访问性和可重复使用性.
主要方法:
- 从不同的存储库集成元数据到一个单一的搜索界面.
- 开发了用户友好的过器,高级查询和数据集收集,以简化数据发现.
- 提供了一个API,用于对协调元数据的程序访问.
主要成果:
- 门户提供访问超过400万数据集与IID研究相关.
- 允许所有技术层级的研究人员发现流行病学,临床和多核数据.
- 标准化元数据和协调格式,以提高数据的可访问性和重用性.
结论:
- NIAID数据生态系统发现门户网站显著降低了访问关键生物医学数据的障碍.
- 在IID研究社区中促进假设生成,比较分析和二次数据使用.
- 通过促进数据共享和科学进步,最大限度地提高公共研究投资的影响.
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