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Automated analysis of high‐content microscopy data with deep learning

Existing computational pipelines for quantitative analysis of high‐content microscopy data rely on traditional machine learning approaches that fail to accurately classify more than a single dataset without substantial tuning and training, requiring extensive analysis. Here, we demonstrate that the...

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Detalhes bibliográficos
Publicado no:Mol Syst Biol
Main Authors: Kraus, Oren Z, Grys, Ben T, Ba, Jimmy, Chong, Yolanda, Frey, Brendan J, Boone, Charles, Andrews, Brenda J
Formato: Artigo
Idioma:Inglês
Publicado em: John Wiley and Sons Inc. 2017
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5408780/
https://ncbi.nlm.nih.gov/pubmed/28420678
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.15252/msb.20177551
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