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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Detalles Bibliográficos
Autores principales: Parbhoo, Sonali, Gottesman, Omer, Ross, Andrew Slavin, Komorowski, Matthieu, Faisal, Aldo, Bon, Isabella, Roth, Volker, Doshi-Velez, Finale
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2018
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6231902/
https://www.ncbi.nlm.nih.gov/pubmed/30419029
http://dx.doi.org/10.1371/journal.pone.0205839

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6231902/
https://www.ncbi.nlm.nih.gov/pubmed/30419029
http://dx.doi.org/10.1371/journal.pone.0205839

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