Parsimonious machine learning models to predict resource use in cardiac surgery across a statewide collaborative

Contributing member Rakan Khaki, MPH, Biome’s COO, sought to develop parsimonious machine learning models to predict resource utilization and clinical outcomes following cardiac operations using only preoperative factors.