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Machine learning and image-based profiling in drug discovery

The increase in imaging throughput, new analytical frameworks and high-performance computational resources open new avenues for data-rich phenotypic profiling of small molecules in drug discovery. Image-based profiling assays assessing single-cell phenotypes have been used to explore mechanisms of a...

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Bibliographic Details
Published in:Curr Opin Syst Biol
Main Authors: Scheeder, Christian, Heigwer, Florian, Boutros, Michael
Format: Artigo
Language:Inglês
Published: Elsevier Ltd 2018
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Online Access:https://ncbi.nlm.nih.gov/pmc/articles/PMC6109111/
https://ncbi.nlm.nih.gov/pubmed/30159406
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.coisb.2018.05.004
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