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Prediction of population behavior of Listeria monocytogenes in food using machine learning and a microbial growth and survival database

In predictive microbiology, statistical models are employed to predict bacterial population behavior in food using environmental factors such as temperature, pH, and water activity. As the amount and complexity of data increase, handling all data with high-dimensional variables becomes a difficult t...

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Detalles Bibliográficos
Autores principales: Hiura, Satoko, Koseki, Shige, Koyama, Kento
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8134468/
https://www.ncbi.nlm.nih.gov/pubmed/34012066
http://dx.doi.org/10.1038/s41598-021-90164-z