Considerations for Distribution Shift Robustness of Diagnostic Models in Healthcare

Arno Blaas, Adam Goliński, Andrew Miller +3

We consider robustness to distribution shifts in the context of diagnostic models in healthcare, where the prediction target $Y$, e.g., the presence of a disease, is causally upstr…