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Personalized Modeling for Prediction with Decision-Path Models

Deriving predictive models in medicine typically relies on a population approach where a single model is developed from a dataset of individuals. In this paper we describe and evaluate a personalized approach in which we construct a new type of decision tree model called decision-path model that tak...

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Detalhes bibliográficos
Publicado no:PLoS One
Main Authors: Visweswaran, Shyam, Ferreira, Antonio, Ribeiro, Guilherme A., Oliveira, Alexandre C., Cooper, Gregory F.
Formato: Artigo
Idioma:Inglês
Publicado em: Public Library of Science 2015
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC4476684/
https://ncbi.nlm.nih.gov/pubmed/26098570
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0131022
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