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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...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Veröffentlicht in:Mol Syst Biol
Hauptverfasser: Kraus, Oren Z, Grys, Ben T, Ba, Jimmy, Chong, Yolanda, Frey, Brendan J, Boone, Charles, Andrews, Brenda J
Format: Artigo
Sprache:Inglês
Veröffentlicht: John Wiley and Sons Inc. 2017
Schlagworte:
Online Zugang: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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