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 ...

Schematization of the application of the Counterfactual synthetic minority oversampling technique (SMOTE) to an imbalanc...KeAi Communications Co., Ltd. Flowchart of the Proposed Framework.KeAi ...

A novel AI method called Counterfactual SMOTE offers a breakthrough in detecting rare diseases by generating smarter synthetic data. It cuts false negatives by up to 34% and outperforms traditional ...