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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Bibliographic Details
Main Authors: Sarah H. Carl, Lea Duempelmann, Yukiko Shimada, Marc Bühler
Format: Article
Language:English
Published: The Company of Biologists 2020-06-01
Series:Biology Open
Subjects:
Online Access:http://bio.biologists.org/content/9/6/bio052936