Analysis of risk factor domains in psychosis patient health records.
Eben HoldernessNicholas MillerPhilip CawkwellKirsten BoltonMarie MeteerJames PustejovskyMei-Hua HallPublished 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.