Andrew C. Hanson

A Hybrid CNN-GRU Model for Real-Time Prediction of Sepsis Clinical Trajectories in the ICU

Sepsis progression varies widely among intensive care unit (ICU) patients, making early and accurate trajectory prediction crucial. Traditional models focus on static assessments or binary outcomes, limiting their clinical utility. This study considers clinical trajectories of patients with sepsis f