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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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Detalles Bibliográficos
Autores principales: Carl, Sarah H., Duempelmann, Lea, Shimada, Yukiko, Bühler, Marc
Formato: Online Artículo Texto
Lenguaje:English
Publicado: The Company of Biologists Ltd 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7328007/
https://www.ncbi.nlm.nih.gov/pubmed/32487517
http://dx.doi.org/10.1242/bio.052936