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Synergistic markers based on inter-covariate association estimate treatment option with lower propensity to covariates

BACKGROUND: Propensity constitutes a common problem in identifying clinical outcome prediction model whose covariates include the treatment option, which is assumed to be randomly assigned but indeed dependent of other covariates in the training data. The genuine effect of treatment option cannot be...

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Detalles Bibliográficos
Autores principales: Chan, Lawrence Wing Chi, Sihoe, Alan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: AME Publishing Company 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10477640/
https://www.ncbi.nlm.nih.gov/pubmed/37675295
http://dx.doi.org/10.21037/atm-22-5006