DeepTox: Toxicity Prediction using Deep Learning

DeepTox: Toxicity Prediction using Deep Learning

The Tox21 Data Challenge has been the largest effort of the scientific community to compare computational methods for toxicity prediction. This challenge comprised 12,000 environmental chemicals and drugs which were measured for 12 different toxic effects by specifically designed assays. We particip...

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Bibliographic Details
Main Authors: Andreas eMayr, Günter eKlambauer, Thomas eUnterthiner, Sepp eHochreiter
Format: Article
Language:English
Published: Frontiers Media S.A. 2016-02-01
Series:Frontiers in Environmental Science
Subjects:
machine learning
Toxicity
chemoinformatics
nuclear receptor
stress response
deep learning
Online Access:http://journal.frontiersin.org/Journal/10.3389/fenvs.2015.00080/full

Internet

http://journal.frontiersin.org/Journal/10.3389/fenvs.2015.00080/full

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