Diagnostics for Individual-Level Prediction Instability in Machine Learning for Healthcare

Elizabeth W. Miller, Jeffrey D. Blume

In healthcare, predictive models increasingly inform patient-level decisions, yet little attention is paid to the variability in individual risk estimates and its impact on treatme…