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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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Publicat a:Med Decis Making
Autors principals: Cevik, Mucahit, Ali Ergun, Mehmet, Stout, Natasha K., Trentham-Dietz, Amy, Craven, Mark, Alagoz, Oguzhan
Format: Artigo
Idioma:Inglês
Publicat: 2015
Matèries:
Accés en línia: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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