Prediction performance and fairness heterogeneity in cardiovascular risk models
Abstract 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...
| Published in: | Scientific Reports |
|---|---|
| Main Authors: | , , , , , , , , , |
| Format: | Article |
| Language: | English |
| Published: |
Nature Portfolio
2022-07-01
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| Online Access: | https://doi.org/10.1038/s41598-022-16615-3 |