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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.

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