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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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Detalhes bibliográficos
Publicado no:Bioinformatics
Main Authors: Kraus, Oren Z., Ba, Jimmy Lei, Frey, Brendan J.
Formato: Artigo
Idioma:Inglês
Publicado em: Oxford University Press 2016
Assuntos:
Acesso em linha: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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