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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...

Täydet tiedot

Tallennettuna:
Bibliografiset tiedot
Julkaisussa:Curr Opin Syst Biol
Päätekijät: Scheeder, Christian, Heigwer, Florian, Boutros, Michael
Aineistotyyppi: Artigo
Kieli:Inglês
Julkaistu: Elsevier Ltd 2018
Aiheet:
Linkit: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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