The Tox21 10K compound library: collaborative chemistry advancing toxicology
AM Richard, R Huang, S Waidyanatha… - Chemical Research …, 2020 - ACS Publications
Since 2009, the Tox21 project has screened∼ 8500 chemicals in more than 70 high-
throughput assays, generating upward of 100 million data points, with all data publicly …
throughput assays, generating upward of 100 million data points, with all data publicly …
An integrated assessment of ecological and human health risks of per-and polyfluoroalkyl substances through toxicity prediction approaches
Per-and polyfluoroalkyl substances (PFAS) are also known as “forever chemicals” due to
their persistence and ubiquitous environmental distribution. This review aims to summarize …
their persistence and ubiquitous environmental distribution. This review aims to summarize …
Machine learning: new ideas and tools in environmental science and engineering
The rapid increase in both the quantity and complexity of data that are being generated daily
in the field of environmental science and engineering (ESE) demands accompanied …
in the field of environmental science and engineering (ESE) demands accompanied …
Ferric oxide nanoclusters with low-spin FeIII anchored g-C3N4 rod for boosting photocatalytic activity and degradation of diclofenac in water under solar light
Fe 2 O 3, as an earth-abundant photocatalyst for water purification, has attracted great
attention. However, the high-spin Fe III in traditional Fe 2 O 3 restricts its catalytic …
attention. However, the high-spin Fe III in traditional Fe 2 O 3 restricts its catalytic …
Framework for identifying chemicals with structural features associated with the potential to act as developmental or reproductive toxicants
S Wu, J Fisher, J Naciff, M Laufersweiler… - Chemical Research …, 2013 - ACS Publications
Developmental and reproductive toxicity (DART) end points are important hazard end points
that need to be addressed in the risk assessment of chemicals to determine whether or not …
that need to be addressed in the risk assessment of chemicals to determine whether or not …
A Comprehensive Statistical Analysis of Predicting In Vivo Hazard Using High-Throughput In Vitro Screening
RS Thomas, MB Black, L Li, E Healy… - Toxicological …, 2012 - academic.oup.com
Over the past 5 years, increased attention has been focused on using high-throughput in
vitro screening for identifying chemical hazards and prioritizing chemicals for additional in …
vitro screening for identifying chemical hazards and prioritizing chemicals for additional in …
Machine learning and artificial intelligence: a paradigm shift in big data-driven drug design and discovery
P Pasrija, P Jha, P Upadhyaya… - Current Topics in …, 2022 - benthamdirect.com
Background: The lengthy and expensive process of developing a novel medicine often takes
many years and entails a significant financial burden due to its poor success rate …
many years and entails a significant financial burden due to its poor success rate …
TIRESIA: an explainable artificial intelligence platform for predicting developmental toxicity
MV Togo, F Mastrolorito, F Ciriaco… - Journal of Chemical …, 2022 - ACS Publications
Herein, a robust and reproducible eXplainable Artificial Intelligence (XAI) approach is
presented, which allows prediction of developmental toxicity, a challenging human-health …
presented, which allows prediction of developmental toxicity, a challenging human-health …
Making sense of chemical space network shows signs of criticality
N Amoroso, N Gambacorta, F Mastrolorito, MV Togo… - Scientific Reports, 2023 - nature.com
Chemical space modelling has great importance in unveiling and visualising latent
information, which is critical in predictive toxicology related to drug discovery process. While …
information, which is critical in predictive toxicology related to drug discovery process. While …
Catalytic activation of formic acid using Pd nanocluster decorated graphitic carbon nitride for diclofenac reductive hydrodechlorination
Halogenated pharmaceuticals exhibit high toxicity if released to natural environment, and
dehalogenation is a key process for their degradation. In this study, a reductive and …
dehalogenation is a key process for their degradation. In this study, a reductive and …