1.7k citations · 1.7k across the 28 of their papers we have counts for
3 papers · 2 filters
Identifying and mitigating bias in algorithms used to manage patients in a pandemic
Yifan Li, Garrett Yoon, Mustafa Nasir-Moin +4
Numerous COVID-19 clinical decision support systems have been developed. However many of these systems do not have the merit for validity due to methodological shortcomings includi…
Patient level simulation and reinforcement learning to discover novel strategies for treating ovarian cancer
Brian Murphy, Mustafa Nasir-Moin, Grace von Oiste +4
The prognosis for patients with epithelial ovarian cancer remains dismal despite improvements in survival for other cancers. Treatment involves multiple lines of chemotherapy and b…
Out-of-distribution Generalization in the Presence of Nuisance-Induced Spurious Correlations
Aahlad Puli, Lily H. Zhang, Eric K. Oermann +1
In many prediction problems, spurious correlations are induced by a changing relationship between the label and a nuisance variable that is also correlated with the covariates. For…