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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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Podrobná bibliografie
Vydáno v:Mol Syst Biol
Hlavní autoři: Kraus, Oren Z, Grys, Ben T, Ba, Jimmy, Chong, Yolanda, Frey, Brendan J, Boone, Charles, Andrews, Brenda J
Médium: Artigo
Jazyk:Inglês
Vydáno: John Wiley and Sons Inc. 2017
Témata:
On-line přístup: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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