Prediction reliability of QSAR models: an overview of various validation tools

P De, S Kar, P Ambure, K Roy - Archives of Toxicology, 2022 - Springer
The reliability of any quantitative structure–activity relationship (QSAR) model depends on
multiple aspects such as the accuracy of the input dataset, selection of significant …

How precise are our quantitative structure–activity relationship derived predictions for new query chemicals?

K Roy, P Ambure, S Kar - ACS omega, 2018 - ACS Publications
Quantitative structure–activity relationship (QSAR) models have long been used for making
predictions and data gap filling in diverse fields including medicinal chemistry, predictive …

Ionic liquids as environmental hazards–Crucial data in view of future PBT and PMT assessment

D Kowalska, J Maculewicz, P Stepnowski… - Journal of Hazardous …, 2021 - Elsevier
Ionic liquids (ILs) constitute a large group of chemical compounds. They have gained much
attention among scientists and industry due to their unique properties. Due to the fact that ILs …

Ecotoxicological QSAR modeling of organic compounds against fish: Application of fragment based descriptors in feature analysis

K Khan, D Baderna, C Cappelli, C Toma, A Lombardo… - Aquatic Toxicology, 2019 - Elsevier
Organic compounds (OCs) constitute an enormously large class of highly persistent and
toxic chemicals widely used for various purposes throughout the world. Their increased …

Accurate Prediction of Rat Acute Oral Toxicity and Reference Dose for Thousands of Polycyclic Aromatic Hydrocarbon Derivatives Based on Chemometric QSAR and …

S Wu, SX Li, J Qiu, HM Zhao, YW Li… - Environmental …, 2024 - ACS Publications
Acute oral toxicity is currently not available for most polycyclic aromatic hydrocarbons
(PAHs), especially their derivatives, because it is cost-prohibitive to experimentally …

A comprehensive evaluation of liposome/water partition coefficient prediction models based on the Technique for Order Preference by Similarity to an Ideal Solution …

T Zhu, Y Yu, T Tao - Journal of Hazardous Materials, 2023 - Elsevier
The liposome/water partition coefficient (K lip/w) is a key parameter to evaluate the
bioaccumulation potential of pollutants. Considering that it is difficult to determine the K lip/w …

Novel quantitative structure activity relationship models for predicting hexadecane/air partition coefficients of organic compounds

Y Wang, W Tang, Z Xiao, W Yang, Y Peng… - Journal of …, 2023 - Elsevier
Predicting the logarithm of hexadecane/air partition coefficient (L) for organic compounds is
crucial for understanding the environmental behavior and fate of organic compounds and …

Unveiling G-protein coupled receptor kinase-5 inhibitors for chronic degenerative diseases: Multilayered prioritization employing explainable machine learning-driven …

A Bhattacharjee, S Kar, PK Ojha - International Journal of Biological …, 2024 - Elsevier
GRK5 holds a pivotal role in cellular signaling pathways, with its overexpression in
cardiomyocytes, neuronal cells, and tumor cells strongly associated with various chronic …

[HTML][HTML] QSPR modeling of octanol-water partition coefficient and organic carbon normalized sorption coefficient of diverse organic chemicals using Extended …

SK Pandey, K Roy - Ecotoxicology and Environmental Safety, 2021 - Elsevier
Octanol-water partition coefficient (logK ow) and soil organic carbon content normalized
sorption coefficient (logK oc) values are two important physicochemical properties in the …

Identification of structural features of surface modifiers in engineered nanostructured metal oxides regarding cell uptake through ML-based classification

I Dasgupta, T Das, B Das… - Beilstein Journal of …, 2024 - beilstein-journals.org
Nanoparticles (NPs) are considered as versatile tools in various fields including medicine,
electronics, and environmental science. Understanding the structural aspects of surface …