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3 articles related to "Toxicology In The 21st Century Tox21"

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Articles

Original Research

Published on 30 Jul 2015

Molecular similarity-based predictions of the Tox21 screening outcome

in Environmental Informatics and Remote Sensing

Malgorzata Natalia Drwal
Vishal Babu Siramshetty
Priyanka Banerjee
Andrean Goede
Robert Preissner
Mathias Dunkel

Frontiers in Environmental Science

doi 10.3389/fenvs.2015.00054

9,213 views
35 citations

Original Research

Published on 15 Feb 2016

Rigorous Selection of Random Forest Models for Identifying Compounds that Activate Toxicity-Related Pathways

in Environmental Informatics and Remote Sensing

Yoshihiro Uesawa

Frontiers in Environmental Science

doi 10.3389/fenvs.2016.00009

4,753 views
16 citations

Original Research

Published on 02 Mar 2016

Predictive Toxicology: Modeling Chemical Induced Toxicological Response Combining Circular Fingerprints with Random Forest and Support Vector Machine

in Environmental Informatics and Remote Sensing

Alexios Koutsoukas
Joseph St. Amand
Meenakshi Mishra
Jun Huan

Frontiers in Environmental Science

doi 10.3389/fenvs.2016.00011

8,417 views
29 citations