Bioinformatic analysis reveals the association between bacterial morphology and antibiotic resistance using light microscopy with deep learning

Although it is well known that the morphology of Gram-negative rods changes on exposure to antibiotics, the morphology of antibiotic-resistant bacteria in the absence of antibiotics has not been widely investigated. Here, we studied the morphologies of 10 antibiotic-resistant strains of Escherichia...

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Bibliographic Details
Main Authors: Miki Ikebe, Kota Aoki, Mitsuko Hayashi-Nishino, Chikara Furusawa, Kunihiko Nishino
Format: Article
Language:English
Published: Frontiers Media S.A. 2024-09-01
Series:Frontiers in Microbiology
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Online Access:https://www.frontiersin.org/articles/10.3389/fmicb.2024.1450804/full
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