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Automated classification of bacterial cell sub-populations with convolutional neural networks

Quantification of phenotypic heterogeneity present amongst bacterial cells can be a challenging task. Conventionally, classification and counting of bacteria sub-populations is achieved with manual microscopy, due to the lack of alternative, high-throughput, autonomous approaches. In this work, we a...

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Detalles Bibliográficos
Autores principales: Tamiev, Denis, Furman, Paige E., Reuel, Nigel F.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7588061/
https://www.ncbi.nlm.nih.gov/pubmed/33104721
http://dx.doi.org/10.1371/journal.pone.0241200

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