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Efficient discovery of responses of proteins to compounds using active learning

BACKGROUND: Drug discovery and development has been aided by high throughput screening methods that detect compound effects on a single target. However, when using focused initial screening, undesirable secondary effects are often detected late in the development process after significant investment...

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Bibliographic Details
Main Authors: Kangas, Joshua D, Naik, Armaghan W, Murphy, Robert F
Format: Artigo
Language:Inglês
Published: BioMed Central 2014
Subjects:
Online Access:https://ncbi.nlm.nih.gov/pmc/articles/PMC4030446/
https://ncbi.nlm.nih.gov/pubmed/24884564
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/1471-2105-15-143
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