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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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Bibliographische Detailangaben
Veröffentlicht in:Biol Open
Hauptverfasser: Carl, Sarah H., Duempelmann, Lea, Shimada, Yukiko, Bühler, Marc
Format: Artigo
Sprache:Inglês
Veröffentlicht: The Company of Biologists Ltd 2020
Schlagworte:
Online Zugang: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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