Prediction of Sepsis in the Intensive Care Unit With Minimal Electronic Health Record Data: A Machine Learning Approach.
Thomas A DesautelsJacob CalvertJana L HoffmanMelissa J SmithYaniv KeremLisa ShiehDavid ShimabukuroUli ChettipallyMitchell D FeldmanChris BartonDavid J WalesRitankar DasPublished in: JMIR medical informatics (2016)
Despite using little more than vitals, InSight is an effective tool for predicting sepsis onset and performs well even with randomly missing data.