Missingness-Aware Conformal Prediction Under Cross-Hospital Distribution Shift
A missingness-aware conformal calibration procedure for mortality prediction under cross-hospital distribution shift is proposed, which reduces the average worst-group coverage gap on its selected groups in all six settings, with a median reduction of 1.9 percentage points.
Lian-Hui You, Dong-Wen Ou, He Shi et al.
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