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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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Detalles Bibliográficos
Autores principales: Lu, Alex X., Kraus, Oren Z., Cooper, Sam, Moses, Alan M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6743779/
https://www.ncbi.nlm.nih.gov/pubmed/31479439
http://dx.doi.org/10.1371/journal.pcbi.1007348