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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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Dettagli Bibliografici
Pubblicato in:PLoS One
Autori principali: Parbhoo, Sonali, Gottesman, Omer, Ross, Andrew Slavin, Komorowski, Matthieu, Faisal, Aldo, Bon, Isabella, Roth, Volker, Doshi-Velez, Finale
Natura: Artigo
Lingua:Inglês
Pubblicazione: Public Library of Science 2018
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Accesso online: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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