Document Information Content Entity Continuant Continuant Conference Poster Entity Entity Generically Dependent Continuant 2025-05-08T08:53:33 RDF description of Use and customization of risk scores for predicting cardiovascular events with electronic health data [poster] - http://repository.healthpartners.com/individual/document-rn677 Use and customization of risk scores for predicting cardiovascular events with electronic health data [poster] 2022-02-21T22:48:57.408-06:00 Stroke 14323 Myocardial Infarction poster Risk Assessment Epidemiology Medical Records Systems, Computerized Forecasting document-rn677 public <p>Research questions: 1. Are “off-the-shelf� CV risk scores accurate, or is “local� customization needed to achieve good predictive accuracy? 2. Does the statistical model matter? Do more complex models yield more accurate risk scores than simpler ones? Conclusions: 1. “Off-the-shelf� FRS and PCS performed relatively well with EHD, but prediction accuracy can be improved by refitting models to “local� data. The age effect was stronger and the effect of lipid levels weaker in refitted models. 2. PCS performed slightly worse than FRS, indicating that increasing the complexity of the model used to compute the risk score may harm performance in new settings.<p> 23226 Cardiovascular Diseases Models