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Analysis of risk factor domains in psychosis patient health records.

Eben HoldernessNicholas MillerPhilip CawkwellKirsten BoltonMarie MeteerJames PustejovskyMei-Hua Hall
Published in: Journal of biomedical semantics (2019)
We created a data pipeline for using document vector similarity metrics to perform topic extraction on psychiatric EHR data in service of our long-term goal of creating a readmission risk classifier. We show results for our topic extraction model and identify additional features we will be incorporating in the future.
Keyphrases
  • electronic health record
  • mental health
  • healthcare
  • risk factors
  • big data
  • public health
  • current status
  • health information
  • machine learning
  • human health