Bacterial colony size growth estimation by deep learning

The bacterial growth rate is important for pathogenicity and food safety. Therefore, the study of bacterial growth rate over time can provide important data from a medical and veterinary point of view. We trained convolutional neural networks (CNNs) on manually annotated solid medium cultures to det...

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Detalles Bibliográficos
Autores principales: Nagy, Sára Ágnes, Makrai, László, Csabai, István, Tőzsér, Dóra, Szita, Géza, Solymosi, Norbert
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2023
Materias:
Research
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10601293/
https://www.ncbi.nlm.nih.gov/pubmed/37880630
http://dx.doi.org/10.1186/s12866-023-03053-y

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10601293/
https://www.ncbi.nlm.nih.gov/pubmed/37880630
http://dx.doi.org/10.1186/s12866-023-03053-y

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