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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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Detalles Bibliográficos
Publicado en:Bioinformatics
Main Authors: Kraus, Oren Z., Ba, Jimmy Lei, Frey, Brendan J.
Formato: Artigo
Idioma:Inglês
Publicado: Oxford University Press 2016
Assuntos:
Acceso en liña: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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