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Beyond Composite Indices: Comprehensive Social Determinants Improve Heart Failure Readmission Prediction. [PDF]
Fensore C +4 more
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Fair Consent Transactions and Ethical Pluralism. [PDF]
Tropman E.
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Improving Fairness and Mitigating Bias in Multicenter Electronic Health Records Models to Predict Glaucoma Outcomes. [PDF]
Zhao Y +5 more
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Federated learning for fair autism spectrum disorder screening across age-heterogeneous populations. [PDF]
Rekik S, Mehmood S, Berriche L.
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Proceedings of the 2021 AAAI/ACM Conference on AI, Ethics, and Society, 2021
Prediction-based decisions, which are often made by utilizing the tools of machine learning, influence nearly all facets of modern life. Ethical concerns about this widespread practice have given rise to the field of fair machine learning and a number of fairness measures, mathematically precise definitions of fairness that purport to determine whether
Clinton Castro +2 more
openaire +1 more source
Prediction-based decisions, which are often made by utilizing the tools of machine learning, influence nearly all facets of modern life. Ethical concerns about this widespread practice have given rise to the field of fair machine learning and a number of fairness measures, mathematically precise definitions of fairness that purport to determine whether
Clinton Castro +2 more
openaire +1 more source

