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Identifying Confounders Using Bayesian Networks and Estimating Treatment Effect in Prostate Cancer With Observational Data
Work
Year: 2023
Type: article
Abstract: PURPOSE Randomized controlled trials are considered the golden standard for estimating treatment effect but are costly to perform and not always possible. Observational data, although readily availabl... more
Source: JCO Clinical Cancer Informatics
Authors Melle Sieswerda, Shixuan Xie, Ruby van Rossum, Iñigo Bermejo, Gijs Geleijnse +5 more
Institutions Netherlands Comprehensive Cancer Organisation, Maastro Clinic, Maastricht University
Cites: 22
Cited by: 5
Related to: 10
FWCI: 1.354
Citation percentile (by year/subfield): 79.06
Topic: Bayesian Modeling and Causal Inference
Subfield: Artificial Intelligence
Field: Computer Science
Domain: Physical Sciences
Sustainable Development Goal Good health and well-being
Open Access status: hybrid