RISED operationalizes five evaluation dimensions for AI decision-support systems via BCa bootstrap intervals and Holm-Bonferroni verdicts, revealing failures missed by AUROC on seven cohorts including Diabetes 130 and NHANES.
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RISED: A Pre-Deployment Evaluation Framework for High-Stakes AI Decision-Support Systems, with Application to Healthcare
RISED operationalizes five evaluation dimensions for AI decision-support systems via BCa bootstrap intervals and Holm-Bonferroni verdicts, revealing failures missed by AUROC on seven cohorts including Diabetes 130 and NHANES.