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Improving counterfactual reasoning with kernelised dynamic mixing models

Simulation-based approaches to disease progression allow us to make counterfactual predictions about the effects of an untried series of treatment choices. However, building accurate simulators of disease progression is challenging, limiting the utility of these approaches for real world treatment p...

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Detalhes bibliográficos
Publicado no:PLoS One
Main Authors: Parbhoo, Sonali, Gottesman, Omer, Ross, Andrew Slavin, Komorowski, Matthieu, Faisal, Aldo, Bon, Isabella, Roth, Volker, Doshi-Velez, Finale
Formato: Artigo
Idioma:Inglês
Publicado em: Public Library of Science 2018
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6231902/
https://ncbi.nlm.nih.gov/pubmed/30419029
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0205839
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