Cube Dev > 实例探究 > Cube:增强 COTA 的医疗数据分析能力

Cube:增强 COTA 的医疗数据分析能力

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技术
  • 应用基础设施与中间件 - 数据可视化
  • 应用基础设施与中间件 - 中间件、SDK 和库
适用行业
  • 建筑与基础设施
  • 医疗保健和医院
适用功能
  • 产品研发
服务
  • 云规划/设计/实施服务
  • 系统集成
关于客户
COTA 是一家医疗保健公司,它将肿瘤学专业知识与先进技术和分析相结合,以组织真实世界的医疗数据。他们可以访问数以百万计的电子肿瘤患者记录,并致力于改进医疗保健领域的技术。
挑战
COTA 是一家医疗保健公司,需要一种解决方案来理解零散且不完整的电子健康记录 (EHR) 数据,以支持临床决策和癌症研究。
解决方案
COTA 采用 Cube 作为基础工具,使用 Cube Data Schema 作为其数据的单一事实来源,并使用 Cube API 来为其应用程序提供支持。他们在 Google Cloud Platform 上托管 Cube,并使用 Google Compute Engine 上托管的微服务。他们将 Cube 与 Angular 集成,并利用 TypeScript 支持。他们还利用 Cube 中的互斥支持、内存缓存和预聚合来优化性能。动态模式生成和高级布尔逻辑也被用来简化查询。
运营影响
  • The implementation of Cube at COTA has brought about several operational benefits. The use of Cube has simplified the process of data handling, eliminating the need for writing custom queries and data munging. The Cube Data Schema now serves as the single source of truth for their data, ensuring consistency and reliability. The use of Angular and TypeScript in Cube has also made it easier for the team to read and write code, and the advanced boolean logic has simplified the process of creating complex logic to get a result with a single API call. The team has also been able to take advantage of community support and insights on Slack and the community forum, as well as file bugs and feature requests on GitHub. Looking forward, the COTA team plans to migrate Cube to containerized Docker deployments to align with the rest of their infrastructure.

数量效益
  • Expansion of data access by more than 300% during COTA's recent Series D funding announcement.

  • Significant reduction in response time for their per-customer or per-product queries due to dynamic schema generation.

  • Release of the minimum viable product (MVP) for their RWA product took about 6-8 months.

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