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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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Pubblicato in:AMIA Annu Symp Proc
Autori principali: Avali, Viji R., Cooper, Gregory F., Gopalakrishnan, Vanathi
Natura: Artigo
Lingua:Inglês
Pubblicazione: American Medical Informatics Association 2014
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Accesso online:https://ncbi.nlm.nih.gov/pmc/articles/PMC4419893/
https://ncbi.nlm.nih.gov/pubmed/25954328
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