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A deep learning-based algorithm for 2-D cell segmentation in microscopy images

BACKGROUND: Automatic and reliable characterization of cells in cell cultures is key to several applications such as cancer research and drug discovery. Given the recent advances in light microscopy and the need for accurate and high-throughput analysis of cells, automated algorithms have been devel...

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Detalhes bibliográficos
Publicado no:BMC Bioinformatics
Main Authors: Al-Kofahi, Yousef, Zaltsman, Alla, Graves, Robert, Marshall, Will, Rusu, Mirabela
Formato: Artigo
Idioma:Inglês
Publicado em: BioMed Central 2018
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6171227/
https://ncbi.nlm.nih.gov/pubmed/30285608
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s12859-018-2375-z
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