Diagnostics for Individual-Level Prediction Instability in Machine Learning for Healthcare
arXiv:2603.00192v2 Announce Type: replace
Abstract: 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 treatment decisions. For o…