Loading...Editorial25 January 2017Editorial: Tox21 Challenge to Build Predictive Models of Nuclear Receptor and Stress Response Pathways As Mediated by Exposure to Environmental Toxicants and DrugsRuili Huang and Menghang Xia5,228 views41 citations
Original Research15 August 2016Identifying Biological Pathway Interrupting Toxins Using Multi-Tree EnsemblesGergo Barta3,389 views21 citations
Original Research08 March 2016Predictive Modeling of Estrogen Receptor Binding Agents Using Advanced Cheminformatics Tools and Massive Public DataKathryn Ribay, 3 more and Hao Zhu5,272 views40 citations
Original Research02 March 2016Predictive Toxicology: Modeling Chemical Induced Toxicological Response Combining Circular Fingerprints with Random Forest and Support Vector MachineAlexios Koutsoukas, 2 more and Jun Huan7,648 views28 citations
Original Research15 February 2016Rigorous Selection of Random Forest Models for Identifying Compounds that Activate Toxicity-Related PathwaysYoshihiro Uesawa4,054 views15 citations
Original Research04 February 2016QSAR Modeling of Tox21 Challenge Stress Response and Nuclear Receptor Signaling Toxicity AssaysStephen J. Capuzzi, 3 more and Alexander Tropsha9,664 views71 citations
Original Research04 February 2016Consensus Modeling for HTS Assays Using In silico Descriptors Calculates the Best Balanced Accuracy in Tox21 ChallengeAhmed Abdelaziz, 2 more and Igor V. Tetko15,059 views55 citations
Loading...Original Research02 February 2016DeepTox: Toxicity Prediction using Deep LearningAndreas Mayr, 2 more and Sepp Hochreiter94,168 views823 citations
Original Research14 January 2016Tox21Challenge to Build Predictive Models of Nuclear Receptor and Stress Response Pathways as Mediated by Exposure to Environmental Chemicals and DrugsRuili Huang, 7 more and Anton Simeonov10,570 views152 citations
Original Research01 December 2015Prediction of Compounds Activity in Nuclear Receptor Signaling and Stress Pathway Assays Using Machine Learning Algorithms and Low-Dimensional Molecular DescriptorsFilip Stefaniak4,864 views32 citations
Original Research30 July 2015Molecular similarity-based predictions of the Tox21 screening outcomeMalgorzata N. Drwal, 4 more and Mathias Dunkel8,403 views34 citations