Quantitative assessment of impact of technical and population-based factors on fairness of AI models for chest X-ray scans
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Ensuring fairness in diagnostic AI models is essential for their safe deployment in clinical practice. This study investigates fairness by jointly analyzing population-based factors (sex and race) and technical factors (imaging site and X-ray energy) using che... ...