Eleonore Valencia

Machine Learning Modeling for Predicting Mortality in Pediatric Patients Undergoing Elective Noncardiac Surgery: Comparison to a Regression Model.

Machine learning can be leveraged to develop clinical prediction tools with excellent predictive performance for rare but critical outcomes like postoperative mortality, however, the ML-based models in the current study performed similarly to the regression-based PRAm score, highlighting the need to consider whether th...