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Learning unsupervised feature representations for single cell microscopy images with paired cell inpainting

Cellular microscopy images contain rich insights about biology. To extract this information, researchers use features, or measurements of the patterns of interest in the images. Here, we introduce a convolutional neural network (CNN) to automatically design features for fluorescence microscopy. We u...

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Bibliografische gegevens
Gepubliceerd in:PLoS Comput Biol
Hoofdauteurs: Lu, Alex X., Kraus, Oren Z., Cooper, Sam, Moses, Alan M.
Formaat: Artigo
Taal:Inglês
Gepubliceerd in: Public Library of Science 2019
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Online toegang:https://ncbi.nlm.nih.gov/pmc/articles/PMC6743779/
https://ncbi.nlm.nih.gov/pubmed/31479439
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pcbi.1007348
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