Deep Learning Automates the Quantitative Analysis of Individual Cells in Live-Cell Imaging Experiments

Live-cell imaging has opened an exciting window into the role cellular heterogeneity plays in dynamic, living systems. A major critical challenge for this class of experiments is the problem of image segmentation, or determining which parts of a microscope image correspond to which individual cells....

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Detalhes bibliográficos
Publicado no:PLoS Comput Biol
Main Authors: Van Valen, David A., Kudo, Takamasa, Lane, Keara M., Macklin, Derek N., Quach, Nicolas T., DeFelice, Mialy M., Maayan, Inbal, Tanouchi, Yu, Ashley, Euan A., Covert, Markus W.
Formato: Artigo
Idioma:Inglês
Publicado em: Public Library of Science 2016
Assuntos:
Research Article
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5096676/
https://ncbi.nlm.nih.gov/pubmed/27814364
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pcbi.1005177
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