Feature selection methods in QSAR studies

M Goodarzi, B Dejaegher… - Journal of AOAC …, 2012 - academic.oup.com
A quantitative structure-activity relationship (QSAR) relates quantitative chemical structure
attributes (molecular descriptors) to a biological activity. QSAR studies have now become …

Chemometrics tools in QSAR/QSPR studies: A historical perspective

S Yousefinejad, B Hemmateenejad - Chemometrics and Intelligent …, 2015 - Elsevier
One of the most extended subfields of chemometrics, at least by considering the number of
publications and interested researchers, is QSAR/QSPR. During the time, various improved …

An integrated drug development approach applying topological descriptors

A Talevi, CL Bellera, M Di Ianni… - … computer-aided drug …, 2012 - ingentaconnect.com
We describe the opportunities posed by computer-assisted drug design in the light of two
aspects of the current drug discovery scenario: the decline of innovation due to high attrition …

[HTML][HTML] Prediction of toxicity of Ionic Liquids based on GC-COSMO method

D Peng, F Picchioni - Journal of hazardous materials, 2020 - Elsevier
In order to evaluate the toxicity of several different ionic liquids (ILs) towards the leukemia rat
cell line (ICP-81), an efficient and reliable quantitative structure-activity relationships (QSAR) …

3D-QSAR studies on the toxicity of substituted benzenes to Tetrahymena pyriformis: CoMFA, CoMSIA and VolSurf approaches

M Salahinejad, JB Ghasemi - Ecotoxicology and environmental safety, 2014 - Elsevier
Highlights•CoMFA and CoMSIA approaches were successfully applied to predict toxicity of
substituted benzenes toward Tetrahymena pyriformis.•A simple and fairly good predictive …

Predicting zebrafish (Danio rerio) embryo developmental toxicity through a non-conformational QSAR approach

LM Saavedra, PR Duchowicz - Science of the Total Environment, 2021 - Elsevier
For many years, the frequent use of synthetic chemicals in the manufacture of veterinary
drugs and plague control products has raised negative effects on human health and other …

Advances in the replacement and enhanced replacement method in QSAR and QSPR theories

AG Mercader, PR Duchowicz… - Journal of chemical …, 2011 - ACS Publications
The selection of an optimal set of molecular descriptors from a much greater pool of such
regression variables is a crucial step in the development of QSAR and QSPR models. The …

QSAR analysis on tacrine-related acetylcholinesterase inhibitors

KY Wong, AG Mercader, LM Saavedra… - Journal of biomedical …, 2014 - Springer
Background The evaluation of the clinical effects of Tacrine has shown efficacy in delaying
the deterioration of the symptoms of Alzheimer's disease, while confirming the adverse …

Investigating fluorescence quenching of cysteine-functionalized carbon quantum dots by heavy metal ions: experimental and QSPR studies

M Salahinejad, S Sadjadi, M Abdouss - Journal of Molecular Liquids, 2021 - Elsevier
Carbon quantum dots (CQDs) have potential application as fluorescent probes for the heavy
metal detection. But there are few reports on the investigation of the quenching mechanism …

QSAR studies of the antioxidant activity of anthocyanins

PR Duchowicz, NA Szewczuk, AB Pomilio - Journal of food science and …, 2019 - Springer
Through experimental information available from antioxidant assays of seventeen
anthocyanins, and six common anthocyanidins, quantitative structure–activity relationships …