Towards the revival of interpretable QSAR models

W Shoombuatong, P Prathipati, W Owasirikul… - Advances in QSAR …, 2017 - Springer
Quantitative structure-activity relationship (QSAR) has been instrumental in aiding medicinal
chemists and physical scientists in understanding how modification of substituents at …

An analysis of QSAR research based on machine learning concepts

MR Keyvanpour, MB Shirzad - Current Drug Discovery …, 2021 - ingentaconnect.com
Quantitative Structure–Activity Relationship (QSAR) is a popular approach developed to
correlate chemical molecules with their biological activities based on their chemical …

QSAR/QSPR modeling: introduction

K Roy, S Kar, RN Das, K Roy, S Kar, RN Das - A Primer on QSAR/QSPR …, 2015 - Springer
Abstract Development of predictive quantitative structure–activity relationship (QSAR)
models plays a significant role in the design of purpose-specific fine chemicals including …

[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 without borders

EN Muratov, J Bajorath, RP Sheridan… - Chemical Society …, 2020 - pubs.rsc.org
Prediction of chemical bioactivity and physical properties has been one of the most
important applications of statistical and more recently, machine learning and artificial …

Comparison of various methods for validity evaluation of QSAR models

S Shayanfar, A Shayanfar - BMC chemistry, 2022 - Springer
Background Quantitative structure–activity relationship (QSAR) modeling is one of the most
important computational tools employed in drug discovery and development. The external …

[图书][B] Comparative Qsar

J Devillers - 1998 - books.google.com
As the 21st century approaches, there is little doubt that the tools and resources are
available to unlock all the secrets of Quantitative Structure-Activity Relationships (QSAR) in …

QSAR modeling: where have you been? Where are you going to?

A Cherkasov, EN Muratov, D Fourches… - Journal of medicinal …, 2014 - ACS Publications
Quantitative structure–activity relationship modeling is one of the major computational tools
employed in medicinal chemistry. However, throughout its entire history it has drawn both …

[PDF][PDF] Review on: quantitative structure activity relationship (QSAR) modeling

U Muhammad, A Uzairu, D Ebuka Arthur - J Anal Pharm Res, 2018 - academia.edu
Abstract Quantitative Structure Activity Relationship (QSAR) are mathematical models that
seek to predict complicated physicochemical/biological properties of chemicals from their …

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 …