Predicting Severe Sepsis Using Text from the Electronic Health Record

Phil Culliton, Michael Levinson, Alice Ehresman +3

Employing a machine learning approach we predict, up to 24 hours prior, a diagnosis of severe sepsis. Strongly predictive models are possible that use only text reports from the El…