Predicting Mycobacterium tuberculosis Complex Clades Using Knowledge-Based Bayesian Networks

We develop a novel approach for incorporating expert rules into Bayesian networks for classification of Mycobacterium tuberculosis complex (MTBC) clades. The proposed knowledge-based Bayesian network (KBBN) treats sets of expert rules as prior distributions on the classes. Unlike prior knowledge-bas...

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Detalhes bibliográficos
Main Authors: Aminian, Minoo, Couvin, David, Shabbeer, Amina, Hadley, Kane, Vandenberg, Scott, Rastogi, Nalin, Bennett, Kristin P.
Formato: Artigo
Idioma:Inglês
Publicado em: Hindawi Publishing Corporation 2014
Assuntos:
Research Article
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC4016944/
https://ncbi.nlm.nih.gov/pubmed/24864238
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1155/2014/398484
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