A scoping review of 62 fairness metrics for clinical predictive AI finds a fragmented, threshold-dependent landscape with only one clinical utility metric.
Performance evaluation of predictive AI models to support medical decisions: Overview and guidance
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Critical Appraisal of Fairness Metrics in Clinical Predictive AI
A scoping review of 62 fairness metrics for clinical predictive AI finds a fragmented, threshold-dependent landscape with only one clinical utility metric.