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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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Detaylı Bibliyografya
Yayımlandı:PLoS Comput Biol
Asıl Yazarlar: Lu, Alex X., Kraus, Oren Z., Cooper, Sam, Moses, Alan M.
Materyal Türü: Artigo
Dil:Inglês
Baskı/Yayın Bilgisi: Public Library of Science 2019
Konular:
Online Erişim: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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