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A fully automated deep learning pipeline for high-throughput colony segmentation and classification

Adenine auxotrophy is a commonly used non-selective genetic marker in yeast research. It allows investigators to easily visualize and quantify various genetic and epigenetic events by simply reading out colony color. However, manual counting of large numbers of colonies is extremely time-consuming,...

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Detalhes bibliográficos
Publicado no:Biol Open
Main Authors: Carl, Sarah H., Duempelmann, Lea, Shimada, Yukiko, Bühler, Marc
Formato: Artigo
Idioma:Inglês
Publicado em: The Company of Biologists Ltd 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7328007/
https://ncbi.nlm.nih.gov/pubmed/32487517
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1242/bio.052936
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