Artificial intelligence-based toxicity prediction of environmental chemicals: future directions for chemical management applications

J Jeong, J Choi - Environmental Science & Technology, 2022‏ - ACS Publications
Recently, research on the development of artificial intelligence (AI)-based computational
toxicology models that predict toxicity without the use of animal testing has emerged …

In silico toxicology: computational methods for the prediction of chemical toxicity

AB Raies, VB Bajic - Wiley Interdisciplinary Reviews …, 2016‏ - Wiley Online Library
Determining the toxicity of chemicals is necessary to identify their harmful effects on humans,
animals, plants, or the environment. It is also one of the main steps in drug design. Animal …

Trends in predictive biodegradation for sustainable mitigation of environmental pollutants: Recent progress and future outlook

AK Singh, M Bilal, HMN Iqbal, A Raj - Science of The Total Environment, 2021‏ - Elsevier
The feasibility of in-silico techniques, together with the computational framework, has been
applied to predictive bioremediation aiming to clean-up contaminants, toxicity evaluation …