The use of factual/counterfactual comparisons—that is, estimating the difference between what actually happened and what would have happened absent an event—is a fundamental tool in the economists’ ...

A novel approach called Counterfactual Synthetic Minority Oversampling Technique (SMOTE) has been developed to tackle the persistent issue of imbalanced data in healthcare. Traditional models trained ...