[HTML][HTML] An empirical characterization of fair machine learning for clinical risk prediction

SR Pfohl, A Foryciarz, NH Shah - Journal of biomedical informatics, 2021 - Elsevier
The use of machine learning to guide clinical decision making has the potential to worsen
existing health disparities. Several recent works frame the problem as that of algorithmic …

[HTML][HTML] An Empirical Characterization of Fair Machine Learning For Clinical Risk Prediction

SR Pfohl, A Foryciarz, NH Shah - Journal of biomedical informatics, 2021 - ncbi.nlm.nih.gov
The use of machine learning to guide clinical decision making has the potential to worsen
existing health disparities. Several recent works frame the problem as that of algorithmic …

An empirical characterization of fair machine learning for clinical risk prediction

SR Pfohl, A Foryciarz, NH Shah - 2021 - dl.acm.org
The use of machine learning to guide clinical decision making has the potential to worsen
existing health disparities. Several recent works frame the problem as that of algorithmic …

An Empirical Characterization of Fair Machine Learning For Clinical Risk Prediction

SR Pfohl, A Foryciarz, NH Shah - arXiv preprint arXiv:2007.10306, 2020 - arxiv.org
The use of machine learning to guide clinical decision making has the potential to worsen
existing health disparities. Several recent works frame the problem as that of algorithmic …

An Empirical Characterization of Fair Machine Learning For Clinical Risk Prediction

SR Pfohl, A Foryciarz, NH Shah - arXiv e-prints, 2020 - ui.adsabs.harvard.edu
The use of machine learning to guide clinical decision making has the potential to worsen
existing health disparities. Several recent works frame the problem as that of algorithmic …

An empirical characterization of fair machine learning for clinical risk prediction

SR Pfohl, A Foryciarz, NH Shah - Journal of biomedical …, 2021 - pubmed.ncbi.nlm.nih.gov
The use of machine learning to guide clinical decision making has the potential to worsen
existing health disparities. Several recent works frame the problem as that of algorithmic …

[PDF][PDF] An Empirical Characterization of Fair Machine Learning For Clinical Risk Prediction

SR Pfohl, A Foryciarz, NH Shah - ohdsi.org
The use of machine learning to guide clinical decision making has the potential to worsen
existing health disparities. Several recent works frame the problem as that of algorithmic …

An empirical characterization of fair machine learning for clinical risk prediction.

SR Pfohl, A Foryciarz, NH Shah - Journal of Biomedical Informatics, 2020 - europepmc.org
The use of machine learning to guide clinical decision making has the potential to worsen
existing health disparities. Several recent works frame the problem as that of algorithmic …