Matthew Ruppert

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Risk-Specific Training Cohorts to Address Class Imbalance in Surgical Risk Prediction

Oct 9, 2024 | jamanetwork.com | Jeremy Balch |Biomedical Informatics |Matthew Ruppert |Timothy Buchanan

Risk-Specific Training Cohorts to Address Class Imbalance in Surgical Risk Prediction Key PointsQuestion Can performance of machine learning–enabled surgical risk prediction models be improved using a priori knowledge of Common Procedure Terminology–associated risk class?

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