Multiple Domain and Multiple Kernel Outcome-Weighted Learning for Estimating Individualized Treatment Regimes

Xie, S., Tarpey, T., Petkova, E., & Todd Ogden, R. (2022). Multiple Domain and Multiple Kernel Outcome-Weighted Learning for Estimating Individualized Treatment Regimes. Journal of Computational and Graphical Statistics, 31(4), 1375–1383. https://doi.org/10.1080/10618600.2022.2067552
Authors:
Shanghong Xie
R. Todd Ogden
Thaddeus Tarpey
Eva Petkova
Affiliated Authors:
Shanghong Xie
R. Todd Ogden
Columbia Affiliation:
Author Keywords:
multiple kernel learning
precision medicine
individualized treatment rule
weighted support vector machine
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Publication Type:
Article
Unique ID:
10.1080/10618600.2022.2067552
PMID:
36970034
DOI:
10.1080/10618600.2022.2067552
Journal:
Journal of Computational and Graphical Statistics
Publication Date:
Data Source:
Web of Science
Source Link:
View Web of Science Record
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Record Created: