Search Results for author: Kaihua Hou

Found 2 papers, 2 papers with code

Coarse race data conceals disparities in clinical risk score performance

1 code implementation18 Apr 2023 Rajiv Movva, Divya Shanmugam, Kaihua Hou, Priya Pathak, John Guttag, Nikhil Garg, Emma Pierson

Across outcomes and metrics, we show that the risk scores exhibit significant granular performance disparities within coarse race groups.

Quantifying disparities in intimate partner violence: a machine learning method to correct for underreporting

1 code implementation8 Oct 2021 Divya Shanmugam, Kaihua Hou, Emma Pierson

Estimating the prevalence of a medical condition, or the proportion of the population in which it occurs, is a fundamental problem in healthcare and public health.

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