arXiv research

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1 result for “ASCVD”

Creating Fair Models of Atherosclerotic Cardiovascular Disease Riskcs.LG

Develops fair ASCVD risk models reducing group disparities.

problem Inconsistent performance of risk stratification models across race and gender groups.

method Adversarial learning and large observational cohort from EHRs.

result Reduced variability in error rates across groups.

fairness adversarial learning ASCVD risk stratification EHRs

2018-09-12abs ↗pdf ↗