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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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Shranjeno v:
Bibliografske podrobnosti
izdano v:Biol Open
Main Authors: Carl, Sarah H., Duempelmann, Lea, Shimada, Yukiko, Bühler, Marc
Format: Artigo
Jezik:Inglês
Izdano: The Company of Biologists Ltd 2020
Teme:
Online dostop: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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