Concepedia

Deep Learning-Based HCS Image Analysis for the Enterprise

Stephan Steigele, Daniel Siegismund, Matthias Fässler, Marusa Kustec, Bernd Kappler, Tom Hasaka, Ada Yee, Annette Brodte, Stephan Heyse

SLAS DISCOVERY · 2020 · 17 citations · 12 references

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12

CellProfiler: image analysis software for identifying and quantifying cell phenotypes

Anne E. Carpenter, Thouis R. Jones, Michael R. Lamprecht et al. · Genome biology · 2006 · 5.5K citations · Full text

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Proceedings of the 16th international joint conference on Artificial Intelligence - IJCAI '99

Simon Colton, Alan Bundy, Toby Walsh · 1999 · 2.5K citations

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Multiplex Cytological Profiling Assay to Measure Diverse Cellular States

Sigrun Gustafsdottir, Vebjorn Ljosa, Katherine L Sokolnicki et al. · PLoS ONE · 2013 · 319 citations · Full text

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Automated analysis of high‐content microscopy data with deep learning

Oren Kraus, Ben T. Grys, Jimmy Ba et al. · Molecular Systems Biology · 2017 · 298 citations · Full text

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A multi-scale convolutional neural network for phenotyping high-content cellular images

William J. Godinez, Imtiaz Hossain, Stanley E. Lazic et al. · Bioinformatics · 2017 · 198 citations · Full text

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