Tipping the Balance: Impact of Class Imbalance Correction on the Performance of Clinical Risk Prediction Models

Amalie Koch Andersen, Hadi Mehdizavareh, Arijit Khan +8

Objective: ML-based clinical risk prediction models are increasingly used to support decision-making in healthcare. While class-imbalance correction techniques are commonly applied…