A renaissance of neural networks in drug discovery.

Journal: Expert opinion on drug discovery

Published Date: Jul 4, 2016

Abstract

INTRODUCTION: Neural networks are becoming a very popular method for solving machine learning and artificial intelligence problems. The variety of neural network types and their application to drug discovery requires expert knowledge to choose the most appropriate approach.

Authors

Igor I Baskin

a Faculty of Physics , M.V. Lomonosov Moscow State University , Moscow , Russia.
David Winkler

c CSIRO Manufacturing , Clayton , VIC , Australia.
Igor V Tetko

g Helmholtz Zentrum München - German Research Center for Environmental Health (GmbH) , Institute of Structural Biology , Neuherberg , Germany.

Keywords

Computer-Aided Design Drug Delivery Systems Drug Design Drug Discovery Humans Models, Biological Neural Networks, Computer Pharmaceutical Preparations Structure-Activity Relationship

External Resources

View on PubMed Access via DOI PubMed (27295548)

A renaissance of neural networks in drug discovery.

Abstract

Authors

Keywords

External Resources

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