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An active role for machine learning in drug development

Due to the complexity of biological systems, cutting-edge machine-learning methods will be critical for future drug development. In particular, machine-vision methods to extract detailed information from imaging assays and active-learning methods to guide experimentation will be required to overcome...

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Podrobná bibliografie
Hlavní autor: Murphy, Robert F.
Médium: Artigo
Jazyk:Inglês
Vydáno: 2011
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC4107394/
https://ncbi.nlm.nih.gov/pubmed/21587249
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/nchembio.576
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