Disparate Model Performance and Stability in Machine Learning Clinical Support for Diabetes and Heart Diseases

Ioannis Bilionis, Ricardo C. Berrios, Luis Fernandez-Luque +1

Machine Learning (ML) algorithms are vital for supporting clinical decision-making in biomedical informatics. However, their predictive performance can vary across demographic grou…