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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...

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Detalles Bibliográficos
Autores principales: Hallström, Erik, Kandavalli, Vinodh, Ranefall, Petter, Elf, Johan, Wählby, Carolina
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2023
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