An empirical evaluation of the risks of AI model updates using clinical data: stability, arbitrariness, and fairness

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

Artificial Intelligence (AI) and Machine Learning (ML) models used in clinical settings are increasingly deployed to support clinical decision-making. However, when training data b…