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Image-based profiling for drug discovery: due for a machine-learning upgrade?

Image-based profiling is a maturing strategy by which the rich information present in biological images is reduced to a multidimensional profile, a collection of extracted image-based features. These profiles can be mined for relevant patterns, revealing unexpected biological activity that is useful...

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Bibliografiske detaljer
Udgivet i:Nat Rev Drug Discov
Main Authors: Chandrasekaran, Srinivas Niranj, Ceulemans, Hugo, Boyd, Justin D., Carpenter, Anne E.
Format: Artigo
Sprog:Inglês
Udgivet: Nature Publishing Group UK 2020
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC7754181/
https://ncbi.nlm.nih.gov/pubmed/33353986
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41573-020-00117-w
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