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Low Data Drug Discovery with One-Shot Learning

OPEN ACS central science | 5 May 2017

H Altae-Tran, B Ramsundar, AS Pappu and V Pande
Abstract
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 al. J. Chem. Inf.
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Concepts
Artificial neural network, Machine learning, Neural network, Philosophical terminology, Predictive analytics, Learning
MeSH headings
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