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NCI Cancer Research Data Commons: Core Standards and Services.

Arthur BradyAmanda L CharbonneauRobert L GrossmanHeather H CreasyRobinette RennerTodd PihlJohn OtridgeErika KimThe Crdc ProgramJill S Barnholtz-SloanAnthony R Kerlavage
Published in: Cancer research (2024)
The National Cancer Institute (NCI) Cancer Research Data Commons (CRDC) is a collection of data commons, analysis platforms, and tools that make existing cancer data more findable and accessible by the cancer research community. In practice, the two biggest hurdles to finding and using data for discovery are the wide variety of models and ontologies used to describe data, and the dispersed storage of that data. Here, we outline core CRDC services to aggregate descriptive information from multiple studies for findability via a single interface, and to provide a single access method that spans multiple data commons.
Keyphrases
  • electronic health record
  • big data
  • healthcare
  • papillary thyroid
  • primary care
  • data analysis
  • squamous cell carcinoma
  • young adults
  • lymph node metastasis
  • high throughput
  • deep learning
  • single cell
  • quality improvement