Prediction System for Rapid Identification of Salmonella Serotypes Based on Pulsed-Field Gel Electrophoresis Fingerprints

A classification model is presented for rapid identification of Salmonella serotypes based on pulsed-field gel electrophoresis (PFGE) fingerprints. The classification model was developed using random forest and support vector machine algorithms and was then applied to a database of 45,923 PFGE patte...

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Detalhes bibliográficos
Main Authors: Zou, Wen, Lin, Wei-Jiun, Hise, Kelley B., Chen, Hung-Chia, Keys, Christine, Chen, James J.
Formato: Artigo
Idioma:Inglês
Publicado em: American Society for Microbiology 2012
Assuntos:
Bacteriology
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC3347130/
https://ncbi.nlm.nih.gov/pubmed/22378901
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1128/JCM.00111-12
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