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Using Active Learning for Speeding up Calibration in Simulation Models

BACKGROUND: Most cancer simulation models include unobservable parameters that determine the disease onset and tumor growth. These parameters play an important role in matching key outcomes such as cancer incidence and mortality and their values are typically estimated via lengthy calibration proced...

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Detalhes bibliográficos
Publicado no:Med Decis Making
Main Authors: Cevik, Mucahit, Ali Ergun, Mehmet, Stout, Natasha K., Trentham-Dietz, Amy, Craven, Mark, Alagoz, Oguzhan
Formato: Artigo
Idioma:Inglês
Publicado em: 2015
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC4833719/
https://ncbi.nlm.nih.gov/pubmed/26471190
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1177/0272989X15611359
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