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Low Data Drug Discovery with One-Shot Learning

[Image: see text] Recent advances in machine learning have made significant contributions to drug discovery. Deep neural networks in particular have been demonstrated to provide significant boosts in predictive power when inferring the properties and activities of small-molecule compounds (Ma, J. et...

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Detalhes bibliográficos
Publicado no:ACS Cent Sci
Main Authors: Altae-Tran, Han, Ramsundar, Bharath, Pappu, Aneesh S., Pande, Vijay
Formato: Artigo
Idioma:Inglês
Publicado em: American Chemical Society 2017
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5408335/
https://ncbi.nlm.nih.gov/pubmed/28470045
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1021/acscentsci.6b00367
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