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

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

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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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Bibliographic Details
Main Authors: Paul Paquin, Claire Durmort, Caroline Paulus, Thierry Vernet, Pierre R. Marcoux, Sophie Morales
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2022-10-01
Series:PLOS Digital Health
Online Access:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9931332/?tool=EBI

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https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9931332/?tool=EBI

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