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Developing a Data and Analytics Platform to Enable a Breast Cancer Learning Health System at a Regional Cancer Center.

Jeremy PetchJoel KempainnenChristopher PettengellSteven AvivBill ButlerGreg PondAshirbani SahaJessica BogachAlexandria Allard-CoutuPeter SzturJonathan RanisauMark N Levine
Published in: JCO clinical cancer informatics (2023)
This study describes how data warehousing combined with NLP can be used to create a prospective data and analytics platform to enable a learning health system. Although upfront time investment required to create the platform was considerable, now that it has been developed, daily data processing is completed automatically in less than an hour.
Keyphrases
  • big data
  • electronic health record
  • high throughput
  • physical activity
  • blood pressure
  • machine learning
  • squamous cell carcinoma
  • young adults
  • squamous cell
  • deep learning