NCI Cancer Research Data Commons: Lessons Learned and Future State.

Erika Kim,Tanja M Davidsen,Brandi Davis-Dusenbery, Alexander Baumann, Angela Maggio, Zhaoyi Chen,Daoud Meerzaman,Esmeralda Casas-Silva, David Pot, Todd Pihl, John Otridge, Eve Shalley, The Crdc Program,Jill S Barnholtz-Sloan,Anthony R Kerlavage

Cancer research(2024)

引用 0|浏览3
暂无评分
摘要
More than ever, scientific progress in cancer research hinges on our ability to combine datasets and extract meaningful interpretations to better understand diseases and ultimately inform the development of better treatments and diagnostic tools. To enable the successful sharing and use of big data, the NCI developed the Cancer Research Data Commons (CRDC), providing access to a large, comprehensive, and expanding collection of cancer data. The CRDC is a cloud-based data science infrastructure that eliminates the need for researchers to download and store large-scale datasets by allowing them to perform analysis where data resides. Over the past 10 years, the CRDC has made significant progress in providing access to data and tools along with training and outreach to support the cancer research community. In this review, we provide an overview of the history and the impact of the CRDC to date, lessons learned, and future plans to further promote data sharing, accessibility, interoperability, and reuse.
更多
查看译文
AI 理解论文
溯源树
样例
生成溯源树,研究论文发展脉络
Chat Paper
正在生成论文摘要