Spatio-temporal based deep learning for rapid detection and identification of bacterial colonies through lens-free microscopy time-lapses

Detection and identification of pathogenic bacteria isolated from biological samples (blood, urine, sputum, etc.) are crucial steps in accelerated clinical diagnosis. However, accurate and rapid identification remain difficult to achieve due to the challenge of having to analyse complex and large sa...

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Detalles Bibliográficos
Autores principales: Paquin, Paul, Durmort, Claire, Paulus, Caroline, Vernet, Thierry, Marcoux, Pierre R., Morales, Sophie
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2022
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9931332/
https://www.ncbi.nlm.nih.gov/pubmed/36812631
http://dx.doi.org/10.1371/journal.pdig.0000122

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9931332/
https://www.ncbi.nlm.nih.gov/pubmed/36812631
http://dx.doi.org/10.1371/journal.pdig.0000122

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