Issue 1, 2015

New structural alerts for Ames mutagenicity discovered using emerging pattern mining techniques

Abstract

Emerging pattern mining techniques have been applied to datasets of Ames mutagens. The discovered patterns give rise to clusters of compounds from large and biased datasets which are used to develop new structural alerts for mutagenicity in the Derek Nexus expert system.

Graphical abstract: New structural alerts for Ames mutagenicity discovered using emerging pattern mining techniques

Article information

Article type
Paper
Submitted
09 Jul 2014
Accepted
16 Oct 2014
First published
05 Nov 2014

Toxicol. Res., 2015,4, 46-56

Author version available

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