Bayesian logistic regression for online recalibration and revision of risk prediction models with performance guarantees

Jean Feng, Alexej Gossmann, Berkman Sahiner +1

After deploying a clinical prediction model, subsequently collected data can be used to fine-tune its predictions and adapt to temporal shifts. Because model updating carries risks…