Alert-List Concordance for Evaluating Imputation Strategies in ICU Sepsis Prediction

Preprocessing is an under-measured reliability risk in clinical prediction: a model can keep a similar AUROC and still change who receives an alert. Imputation quality is commonly evaluated using reconstruction error or aggregate discrimination, neither of which directly measures agreement on which…