Where AI fails.

Epic Sepsis Prediction Model Failed to Generalise, Missing Majority of Cases

A University of Michigan study found that Epic's commercially deployed Sepsis Prediction Model performed significantly worse than claimed when deployed in their health system. The model flagged only 7% of sepsis patients before clinical deterioration and generated so many false positives that clinicians began ignoring alerts.