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AdapTor: Adaptive Topological Regression for quantitative structure–activity relationship modeling [PDF]
Journal of CheminformaticsQuantitative structure–activity relationship (QSAR) modeling has become a critical tool in drug design. Recently proposed Topological Regression (TR), a computationally efficient and highly interpretable QSAR model that maps distances in the chemical ...
Yixiang Mao, Souparno Ghosh, Ranadip Pal
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Predicting Antimicrobial Peptide Activity: A Machine Learning-Based Quantitative Structure–Activity Relationship Approach [PDF]
PharmaceuticsBackground: Peptides are a class of molecules that can be presented as good antimicrobials and with mechanisms that avoid resistance, and the design of peptides with good activity can be complex and laborious.
Eliezer I. Bonifacio-Velez de Villa +3 more
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Study on Quantitative Structure - Activity Relationship of Substituted - 2 - Phenylisothiazolinones Compounds [PDF]
Cailiao Baohu, 2022 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
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Cinnamic Derivatives as Antitubercular Agents: Characterization by Quantitative Structure–Activity Relationship Studies [PDF]
Molecules, 2020 Tuberculosis, caused by Mycobacterium tuberculosis (Mtb), remains one of the top ten causes of death worldwide and the main cause of mortality from a single infectious agent.
Cátia Teixeira +4 more
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Efficiency and Quantitative Structure-Activity Relationship of Monoaromatics Oxidation by Quinone-Activated Persulfate [PDF]
Frontiers in Chemistry, 2021 Quinones and quinone-containing organics have potential of activating persulfate to produce sulfate radical. In this work, the optimal condition for quinone activation of persulfate was investigated.
Jiaqi Shi +6 more
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Drug Design, Development and Therapy, 2018 Isnatin Miladiyah,1,2 Jumina Jumina,3 Sofia Mubarika Haryana,4 Mustofa Mustofa5 1Pharmacology Department, Faculty of Medicine, Islamic University of Indonesia, 2Doctorate Program of Medical Science and Health, Faculty of Medicine, 3Chemistry Department,
Miladiyah I +3 more
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Platinum(IV) compounds as potential drugs: a quantitative structure-activity relationship study [PDF]
BioImpacts, 2023 Introduction: Machine learning methods, coupled with a tremendous increase in computer power in recent years, are promising tools in modern drug design and drug repurposing.
Jurica Novak +4 more
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Quantitative Structure-activity Relationship
, 2017 The book, which is related to QSAR in sciences, is divided into five main chapters. The first chapter is the Introductory chapter. The second chapter aims to provide an update of the recent advances in the field of rational design of PDE inhibitors.
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Molecules, 2017 Diterpenoid alkaloids are extracted from plants. These compounds have broad biological activities, including effects on the cardiovascular system, anti-inflammatory and analgesic actions, and anti-tumor activity.
Xiao Li +4 more
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ACI Avances en Ciencias e Ingenierías, 2014 The aim of this work was the comparison between κ-Nearest Neighbors (κ-NN) and Counterpropagation Artificial Neural network (CP-ANN) classification methods for modeling the toxicity of a set of 192 organochlorinated, organophosphates ...
Fernando Cárdenas +2 more
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