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Quality control for high-throughput imaging experiments using machine learning in CellProfiler

Robust high-content screening of visual cellular phenotypes has been enabled by automated microscopy and quantitative image analysis. The identification and removal of common image-based aberrations is critical to the screening workflow. Out-of-focus images, debris, and auto-fluorescing samples can...

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Bibliografiske detaljer
Udgivet i:Methods Mol Biol
Main Authors: Bray, Mark-Anthony, Carpenter, Anne E.
Format: Artigo
Sprog:Inglês
Udgivet: 2018
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC6112602/
https://ncbi.nlm.nih.gov/pubmed/29082489
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/978-1-4939-7357-6_7
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