Machine learning and computer vision approaches for phenotypic profiling

With recent advances in high-throughput, automated microscopy, there has been an increased demand for effective computational strategies to analyze large-scale, image-based data. To this end, computer vision approaches have been applied to cell segmentation and feature extraction, whereas machine-le...

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Bibliografiske detaljer
Udgivet i:J Cell Biol
Main Authors: Grys, Ben T., Lo, Dara S., Sahin, Nil, Kraus, Oren Z., Morris, Quaid, Boone, Charles, Andrews, Brenda J.
Format: Artigo
Sprog:Inglês
Udgivet: The Rockefeller University Press 2017
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Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC5223612/
https://ncbi.nlm.nih.gov/pubmed/27940887
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1083/jcb.201610026
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