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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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Podrobná bibliografie
Vydáno v:Biol Open
Hlavní autoři: Carl, Sarah H., Duempelmann, Lea, Shimada, Yukiko, Bühler, Marc
Médium: Artigo
Jazyk:Inglês
Vydáno: The Company of Biologists Ltd 2020
Témata:
On-line přístup: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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