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科学领域:

  • 生物信息学是一种生物信息学.
  • 计算生物学 计算生物学
  • 癌症研究 癌症研究

背景情况:

  • 癌症研究数据共享 (CRDC) 生态系统有助于癌症数据分析.
  • 云资源 (CR) 是CRDC的关键分析组件.

研究的目的:

  • 审查三个NCI云资源的功能.
  • 要突出CRs如何实现云托管的癌症数据分析和集成.

主要方法:

  • 对NCI云资源的审查:宽研究所FireCloud,ISB癌症网关和七座桥梁癌症基因组学云.
  • 描述CR对数据访问,分析和用户数据集成的能力.

主要成果:

  • 这三个CR提供了访问大型,多式模式的癌症数据集,这些数据集在云端托管.
  • 用户可以在现场进行数据分析,而不需要下载或存储数据.
  • 研究人员可以上传自己的数据和工具,以创建自定义分析工作流.

结论:

  • NCI云资源为研究人员提供了用于癌症数据分析的可扩展工具.
  • 通过CRs,CRDC生态系统支持协作和综合癌症研究.
  • 这些云平台为复杂的癌症数据集提供了先进的计算分析.