P21 Development of deep learning models for Sub-Cellular Fluctuation Imaging (SCFI): a 30 min antibiotic susceptibility test for urinary tract infections

BACKGROUND: We have developed a phenotypic and label-free antibiotic susceptibility test (AST) termed Sub-Cellular Fluctuation Imaging (SCFI) to address rising rates of antimicrobial resistance.(1) SCFI is an advanced machine-learning enabled microscope that monitors real-time fluctuations of bacter...

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Detalles Bibliográficos
Autores principales: Rama, S, Antognozzi, M, Szeremeta, W, Phonrat, K, Eley, A, Bermingham, C, Kyriakides, M, Newman, H, Bonney-Bhandal, K, Preece, J, Dorh, N, Dorh, J
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2023
Materias:
Abstracts
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10395427/
http://dx.doi.org/10.1093/jacamr/dlad077.025

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