Predicting ICU Readmissions
A regional hospital network was seeing high 30-day ICU readmission rates with no early warning system in place. I built a predictive model trained on 3 years of EHR data that flagged high-risk patients at discharge with 84 percent accuracy, giving clinical staff a 48-hour window to intervene. Readmission rates…
