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Application of Bayesian Logistic Regression to Mining Biomedical Data

Mining high dimensional biomedical data with existing classifiers is challenging and the predictions are often inaccurate. We investigated the use of Bayesian Logistic Regression (B-LR) for mining such data to predict and classify various disease conditions. The analysis was done on twelve biomedica...

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Detalles Bibliográficos
Publicado en:AMIA Annu Symp Proc
Main Authors: Avali, Viji R., Cooper, Gregory F., Gopalakrishnan, Vanathi
Formato: Artigo
Idioma:Inglês
Publicado: American Medical Informatics Association 2014
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Acceso en liña:https://ncbi.nlm.nih.gov/pmc/articles/PMC4419893/
https://ncbi.nlm.nih.gov/pubmed/25954328
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