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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...
Autores principales: | Nagy, Sára Ágnes, Makrai, László, Csabai, István, Tőzsér, Dóra, Szita, Géza, Solymosi, Norbert |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2023
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Materias: | |
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 |
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