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Assessing fairness in machine learning models: A study of racial bias using matched counterparts in mortality prediction for patients with chronic diseases

Yifei Wang, Liqin Wang, Zhengyang Zhou, John Laurentiev, Joshua R. Lakin, Li Zhou, Pengyu Hong

2024Journal of Biomedical Informatics11 citationsDOIOpen Access PDF

Topics & Concepts

Computer scienceMachine learningArtificial intelligenceMedicineChronic Disease Management StrategiesHealth disparities and outcomesHealth Systems, Economic Evaluations, Quality of Life
Assessing fairness in machine learning models: A study of racial bias using matched counterparts in mortality prediction for patients with chronic diseases | Litcius