sepsis prediction accuracy

sepsis prediction accuracy

Expose Hidden Machine Learning Errors Now To Save Lives

A hidden error in a widely adopted sepsis AI model could reduce prediction accuracy by over 20%, meaning missed or delayed treatment for dozens of patients. In my work auditing clinical AI, I’ve seen how a single mis-weighted feature can cascade into thousands of unnecessary ventilator days and higher