NCI癌症研究数据共享:经验教训和未来的状态
Erika Kim1, Tanja Davidsen1, Brandi N Davis-Dusenbery2
1Center for Biomedical Informatics and Information Technology, NCI, Rockville, Maryland.
Cancer research
|March 15, 2024
概括
国家癌症研究所的癌症研究数据共享 (CRDC) 促进了癌症大数据的共享和分析. 这个云平台赋予研究人员权力,使数据所在的分析成为可能,推动癌症研究和治疗开发.
科学领域:
- 在瘤学瘤学.
- 生物信息学是一种生物信息学.
- 数据科学数据科学数据科学
背景情况:
- 癌症研究的科学进步需要整合不同的数据集,以便更好地了解疾病和开发治疗方法.
- 大规模的数据共享和分析对于推进癌症研究至关重要.
- 为了满足这些需求,国家癌症研究所 (NCI) 开发了癌症研究数据共享 (CRDC).
研究的目的:
- 为提供NCI癌症研究数据共享 (CRDC) 的历史和影响的概述.
- 讨论CRDC的经验教训和未来计划.
- 突出CRDC在促进癌症研究中的数据共享,可访问性,互操作性和重用方面的作用.
主要方法:
- CRDC是一个基于云的数据科学基础设施.
- 它允许研究人员直接对数据进行分析,消除了大量下载和存储的需要.
- 癌症研究中心提供了全面和不断扩展的癌症数据和工具集合.
主要成果:
- 在过去的10年里,CRDC在提供数据访问和工具方面取得了重大进展.
- 它通过培训和外展倡议支持癌症研究社区.
- 该平台促进了数据集的结合,以便进行有意义的解释.
结论:
- 癌症研究中心是使癌症研究中的大数据共享和分析成为可能的重要资源.
- 它的基于云的基础设施促进了有效的数据利用,并加速了诊断和治疗的发展.
- 未来的计划旨在进一步加强癌症研究社区内的数据共享,可访问性,互操作性和重复使用.
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