Large-scale identification of aortic stenosis and its severity using natural language processing on electronic health records.

Journal: Cardiovascular digital health journal
Published Date: Mar 18, 2021

Abstract

BACKGROUND: Systematic case identification is critical to improving population health, but widely used diagnosis code-based approaches for conditions like valvular heart disease are inaccurate and lack specificity.

Authors

  • Matthew D Solomon
    Division of Research, Kaiser Permanente Northern California, Oakland, California.
  • Grace Tabada
    Division of Research, Kaiser Permanente Northern California, Oakland, California.
  • Amanda Allen
    Division of Research, Kaiser Permanente Northern California, Oakland, California.
  • Sue Hee Sung
    Division of Research, Kaiser Permanente Northern California, Oakland, California.
  • Alan S Go
    Division of Research, Kaiser Permanente Northern California, Oakland, California.

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