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Classifying and segmenting microscopy images with deep multiple instance learning

Motivation: High-content screening (HCS) technologies have enabled large scale imaging experiments for studying cell biology and for drug screening. These systems produce hundreds of thousands of microscopy images per day and their utility depends on automated image analysis. Recently, deep learning...

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Détails bibliographiques
Publié dans:Bioinformatics
Auteurs principaux: Kraus, Oren Z., Ba, Jimmy Lei, Frey, Brendan J.
Format: Artigo
Langue:Inglês
Publié: Oxford University Press 2016
Sujets:
Accès en ligne:https://ncbi.nlm.nih.gov/pmc/articles/PMC4908336/
https://ncbi.nlm.nih.gov/pubmed/27307644
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/bioinformatics/btw252
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