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EVICAN—a balanced dataset for algorithm development in cell and nucleus segmentation

MOTIVATION: Deep learning use for quantitative image analysis is exponentially increasing. However, training accurate, widely deployable deep learning algorithms requires a plethora of annotated (ground truth) data. Image collections must contain not only thousands of images to provide sufficient ex...

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Detalhes bibliográficos
Publicado no:Bioinformatics
Main Authors: Schwendy, Mischa, Unger, Ronald E, Parekh, Sapun H
Formato: Artigo
Idioma:Inglês
Publicado em: Oxford University Press 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7320615/
https://ncbi.nlm.nih.gov/pubmed/32239126
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/bioinformatics/btaa225
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