Misic, a general deep learning-based method for the high-throughput cell segmentation of complex bacterial communities

Misic, a general deep learning-based method for the high-throughput cell segmentation of complex bacterial communities

Studies of bacterial communities, biofilms and microbiomes, are multiplying due to their impact on health and ecology. Live imaging of microbial communities requires new tools for the robust identification of bacterial cells in dense and often inter-species populations, sometimes over very large sca...

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Bibliographic Details
Main Authors: Swapnesh Panigrahi, Dorothée Murat, Antoine Le Gall, Eugénie Martineau, Kelly Goldlust, Jean-Bernard Fiche, Sara Rombouts, Marcelo Nöllmann, Leon Espinosa, Tâm Mignot
Format: Article
Language:English
Published: eLife Sciences Publications Ltd 2021-09-01
Series:eLife
Subjects:
Deep learning
image analysis
microscopy
myxococcus xanthus
biofilms
Online Access:https://elifesciences.org/articles/65151

Internet

https://elifesciences.org/articles/65151

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