Causal fairness assessment of treatment allocation with electronic health records

Zhang, L., Richter, L. R., Wang, Y., Ostropolets, A., Elhadad, N., Blei, D. M., & Hripcsak, G. (2024). Causal fairness assessment of treatment allocation with electronic health records. Journal of Biomedical Informatics, 155, 104656. https://doi.org/10.1016/j.jbi.2024.104656
Authors:
Linying Zhang
Lauren R Richter
Yixin Wang
Anna Ostropolets
Noémie Elhadad
David M Blei
George Hripcsak
Affiliated Authors:
Linying Zhang
Lauren R Richter
Anna Ostropolets
Noémie Elhadad
David M Blei
George Hripcsak
Author Keywords:
causal fairness
electronic health record
health equity
machine learning
principal fairness
Publication Type:
Article
Unique ID:
10.1016/j.jbi.2024.104656
PMID:
Publication Date:
Data Source:
PubMed

Record Created: