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Label-free deep learning-based species classification of bacteria imaged by phase-contrast microscopy
Reliable detection and classification of bacteria and other pathogens in the human body, animals, food, and water is crucial for improving and safeguarding public health. For instance, identifying the species and its antibiotic susceptibility is vital for effective bacterial infection treatment. Her...
Autores principales: | Hallström, Erik, Kandavalli, Vinodh, Ranefall, Petter, Elf, Johan, Wählby, Carolina |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10681317/ https://www.ncbi.nlm.nih.gov/pubmed/37956197 http://dx.doi.org/10.1371/journal.pcbi.1011181 |
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