Prediction performance and fairness heterogeneity in cardiovascular risk models
Prediction performance and fairness heterogeneity in cardiovascular risk models
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London: Nature Publishing Group UK
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Language
English
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London: Nature Publishing Group UK
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Prediction models are commonly used to estimate risk for cardiovascular diseases, to inform diagnosis and management. However, performance may vary substantially across relevant subgroups of the population. Here we investigated heterogeneity of accuracy and fairness metrics across a variety of subgroups for risk prediction of two common diseases: a...
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Prediction performance and fairness heterogeneity in cardiovascular risk models
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TN_cdi_doaj_primary_oai_doaj_org_article_da4c4b26540e493baa092647a3b95bde
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https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_da4c4b26540e493baa092647a3b95bde
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ISSN
2045-2322
E-ISSN
2045-2322
DOI
10.1038/s41598-022-16615-3
