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A Simplified Metric to Streamline Between-Group Fairness Assessment for Predictive Models: Algorithm Development and Evaluation Study

By Haoyuan Wang, Chuan Hong, Michael J. Pencina, Matthew M. Engelhard
Figure 1. Evaluation of fairness and discrimination performance across demographic groups using the concordance index (CI).
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Figure 1. Evaluation of fairness and discrimination performance across demographic groups using the concordance index (CI).Evaluation of fairness and discrimination performance across demographic groups using the concordance index (CI).Wang et al.
Computational studyAI & data
Paper

The paper

Haoyuan Wang, Chuan Hong, Michael J. Pencina, Matthew M. Engelhard

Duke University

JMIR AI, 24 Aug 2026

doi.org/10.2196/85822PubMed 42636434

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