550 citations · 976 across the 12 of their papers we have counts for
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cs.CY2024★ 1 cited
Algorithmic Changes Are Not Enough: Evaluating the Removal of Race Adjustment from the eGFR Equation
Marika M. Cusick, Glenn M. Chertow, Douglas K. Owens +2
Changing clinical algorithms to remove race adjustment has been proposed and implemented for multiple health conditions. Removing race adjustment from estimated glomerular filtrati…
cs.CY2020★ 550 cited
Ethical Machine Learning in Health Care
Irene Y. Chen, Emma Pierson, Sherri Rose +3
The use of machine learning (ML) in health care raises numerous ethical concerns, especially as models can amplify existing health inequities. Here, we outline ethical consideratio…