Quantitative structure-activity relationships: a novel approach of drug design and discovery

A Vaidya, S Jain, S Jain, AK Jain… - Journal of …, 2014 - ingentaconnect.com
Quantitative structure-activity relationships (QSAR) play a central role in computational
molecular modeling methodologies, since last two decade. QSARs are cheaper and rapid …

Recent Trends in Quantitative Structure‐Activity Relationships

A Tropsha - Burger's Medicinal Chemistry and Drug Discovery, 2003 - Wiley Online Library
The field of quantitative structure‐activity relationships (QSARs) as an integral part of
computer‐aided drug design and discovery is experiencing one of the most exciting periods …

An introduction to the basic concepts in QSAR-aided drug design

M Hamzeh-Mivehroud, B Sokouti… - … , Tools, and Applications, 2017 - igi-global.com
The need for the development of new drugs to combat existing and newly identified
conditions is unavoidable. One of the important tools used in the advanced drug …

Computational analysis of structure–activity relationships

P Gedeck, C Kramer, P Ertl - Progress in medicinal chemistry, 2010 - Elsevier
Publisher Summary In drug and agrochemical discovery it is of crucial importance to
understand the relationship between chemical structure and biological activity. The …

[PDF][PDF] A practical overview of quantitative structure-activity relationship

C Isarankura-Na-Ayudhya, T Naenna, C Nantasenamat… - 2009 - core.ac.uk
Quantitative structure-activity relationship (QSAR) modeling pertains to the construction of
predictive models of biological activities as a function of structural and molecular information …

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 …

[PDF][PDF] Validation of QSAR models-strategies and importance

R Veerasamy, H Rajak, A Jain, S Sivadasan… - Int. J. Drug Des …, 2011 - researchgate.net
Quantitative Structure-Activity Relationship (QSAR) is based on the hypothesis that changes
in molecular structure reflect changes in the observed response or biological activity. The …

QSAR in drug discovery

A Tropsha - Drug design: Structure-and ligand-based approaches, 2010 - books.google.com
With nearly fifty years of rich history of methodology developments and applications (the
Hansch article of 19631 is often considered first in the field), quantitative structure/activity …

Current approaches for choosing feature selection and learning algorithms in quantitative structure–activity relationships (QSAR)

PM Khan, K Roy - Expert opinion on drug discovery, 2018 - Taylor & Francis
Introduction: Quantitative structure-activity/property relationships (QSAR/QSPR) are
statistical models which quantitatively correlate quantitative chemical structure information …

Descriptors and their selection methods in QSAR analysis: paradigm for drug design

AU Khan - Drug discovery today, 2016 - Elsevier
Highlights•A few newly introduced molecular descriptors were discussed.•Various
computational approaches to calculate the descriptors are listed.•We described several …