67 citations · 117 across the 9 of their papers we have counts for
Showing 2022Show all
2 papers · 1 filter
cs.HC2022
RMExplorer: A Visual Analytics Approach to Explore the Performance and the Fairness of Disease Risk Models on Population Subgroups
Bum Chul Kwon, Uri Kartoun, Shaan Khurshid +7
Disease risk models can identify high-risk patients and help clinicians provide more personalized care. However, risk models developed on one dataset may not generalize across dive…
math.ST2022★ 1 cited
Bias Formulas for Violations of Proximal Identification Assumptions
Raluca Cobzaru, Roy Welsch, Stan Finkelstein +2
Causal inference from observational data often rests on the unverifiable assumption of no unmeasured confounding. Recently, Tchetgen Tchetgen and colleagues have introduced proxima…