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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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Vydáno v:Bioinformatics
Hlavní autoři: Kraus, Oren Z., Ba, Jimmy Lei, Frey, Brendan J.
Médium: Artigo
Jazyk:Inglês
Vydáno: Oxford University Press 2016
Témata:
On-line přístup: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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