Development and Evaluation of Conformal Prediction Methods for Quantitative Structure–Activity Relationship [PDF]
Yuting Xu+3 more
doaj +2 more sources
Nonlinear Prediction of Quantitative Structure−Activity Relationships [PDF]
Predicting the log of the partition coefficient P is a long-standing benchmark problem in Quantitative Structure-Activity Relationships (QSAR). In this paper we show that a relatively simple molecular representation (using 14 variables) can be combined with leading edge machine learning algorithms to predict logP on new compounds more accurately than ...
Tiño, Peter+4 more
openaire +5 more sources
Quantitative structure-activity relationship modelling of influenza M2 ion channels inhibitors [PDF]
A series of adamantane derivatives (rimantadine and amantadine) incorporating amino-acid residues are investigated by simplex representation of molecular structure (SiRMS) approach in order to found correlation between chemical structures of investigated
Stankova Ivanka G.+7 more
doaj +1 more source
Background: Although substantial concerns about the inflammatory effects of engineered nanomaterial (ENM) have been raised, experimentally assessing toxicity of various ENMs is challenging and time-consuming.
Y. Huang+8 more
semanticscholar +1 more source
Calculation of Quantitative Structure-Activity Relationship Descriptors of Artemisinin Derivatives [PDF]
Quantitative structure-activity relationships are based on the construction of predictive models using a set of known molecules and associated activity value.
Jambalsuren Bayarmaa, Vladimir Frecer
doaj +1 more source
Study on Quantitative Structure - Activity Relationship of Substituted - 2 - Phenylisothiazolinones Compounds [PDF]
Quantitative structure - activity relationship studies the relationship between molecular structure and antibacterial activity, which can provide a theoretical basis for predicting the molecular structure of new compounds, synthesizing and designing new ...
YANG Xing, YAN Ying, ZHOU Hao, WU Laiming, CAI Lankun
doaj +1 more source
Synthesis, Characterization, and Antifungal Evaluation of Thiolactomycin Derivatives
5-Substituted benzylidene 3-acylthiotetronic acids are antifungal. A series of 3-acylthiotetronic acid derivatives with varying substitutions at the 5-position were designed, synthesized, and characterized, based on the binding pose of 3-acyl thiolactone
Pei Lv+5 more
doaj +1 more source
Application of Hansch’s Model to Capsaicinoids and Capsinoids: A Study Using the Quantitative Structure−Activity Relationship. A Novel Method for the Synthesis of Capsinoids [PDF]
We describe a synthetic approach for two families of compounds, the capsaicinoids and capsinoids, as part of a study of the quantitative relationship between structure and ...
Appendino G.+32 more
core +3 more sources
More on Comparison Between First Geometric-Arithmetic Index and Atom-Bond Connectivity Index [PDF]
The first geometric-arithmetic (GA) index and atom-bond connectivity (ABC) index are molecular structure descriptors which play a significant role in quantitative structure-property relationship (QSPR) and quantitative structure-activity relationship ...
Akbar Ali+3 more
core +2 more sources
Fragment based Quantitative structure activity relationship (QSAR) analysis on reported 25 2-(2-(4-aryloxybenzylidene) hydrazinyl) benzothiazole dataset as antitubercular agents were carried out.
Amit S. Tapkir+2 more
doaj +1 more source