FairLens: Auditing black-box clinical decision support systems

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(Information Processing & Management) Presents a pipeline to detect and explain potential fairness issues in Clinical DSS, by comparing different multi-label classification disparity measures.

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2026-10-10

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Audit Algorithms › Papers > 2021: “(Information Processing & Management) Presents a pipeline to detect and explain potential fairness issues in Clinical DSS, by comparing different multi-label classification disparity measures.”