2 citations · 4 across the 3 of their papers we have counts for
3 papers
A Transfer Learning Causal Approach to Evaluate Racial/Ethnic and Geographic Variation in Outcomes Following Congenital Heart Surgery
Larry Han, Yi Zhang, Meena Nathan +5
Congenital heart defects (CHD) are the most prevalent birth defects in the United States and surgical outcomes vary considerably across the country. The outcomes of treatment for C…
Estimating Racial and Ethnic Healthcare Quality Disparities Using Exploratory Item Response Theory and Latent Class Item Response Theory Models
Sharon-Lise Normand, Katya Zelevinsky, Marcela Horvitz-Lennon
Healthcare quality metrics refer to a variety of measures used to characterize what should have been done or not done for a patient or the health consequences of what was or was no…
Targeted learning in observational studies with multi-valued treatments: An evaluation of antipsychotic drug treatment safety
Jason Poulos, Marcela Horvitz-Lennon, Katya Zelevinsky +6
We investigate estimation of causal effects of multiple competing (multi-valued) treatments in the absence of randomization. Our work is motivated by an intention-to-treat study of…