Toxicity Detection Methodology of Adverse Outcome Pathways using Physicochemical Properties and Machine Learning Approaches

Author:

Gupta Vishan Kumar1,Gupta Avdhesh2,Singh Mukesh Kumar2,Gupta Ashutosh1,Tomar Ankit3

Affiliation:

1. Sir Padampat Singhania University,Department of CSE,Udaipur,Rajasthan,India

2. Ajay Kumar Garg Engineering College,Department of Information Technology,Ghaziabad,UP,India

3. Graphic Era Deemed to be University,Dapartment of CSE,Dehradun,UK, India

Publisher

IEEE

Reference17 articles.

1. Formation of mechanistic categories and local models to facilitate the prediction of toxicity;cronin;Lecture held at the 7th World congress in Rome ALTEX,2009

2. Neuro-Fuzzy Knowledge Representation for Toxicity Prediction of Organic Compounds;neagu,2013

3. Neural networks for structure-activity relationship problems;duch;Proceedings of the 5th International Conference on Neural Networks and Soft Computing,2000

4. Ensemble technique for toxicity prediction of small drug molecules of the antioxidant response element signalling pathway;gupta;Computer Journal,2021

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