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QSPR Analysis of Some Novel Drugs Used in Blood Cancer Treatment Via Degree Based Topological Indices and Regression Models

Polycyclic aromatic compounds (Print), 2023
Topological indices (TIs) have several biological applications in the treatment of blood cancer. TIs can be used to predict the efficacy of drugs in cancer treatment by providing information about the molecular structures of the drugs and their related ...
Shahid Zaman   +3 more
semanticscholar   +1 more source

QSPR analysis of fluorophilicity for organic compounds

Journal of Fluorine Chemistry, 2007
Abstract We constructed a QSPR model from 116 organic compounds for the prediction of fluorophilicity. The 1268 theoretical descriptors explored by means of linear regressions, encoding different aspects of the topological, geometrical, and electronic molecular structure, lead to an optimal seven-parameter equation with a correlation coefficient R ...
Andrew G. Mercader   +4 more
openaire   +1 more source

QSPR Analysis of Some Important Drugs Used in Heart Attack Treatment via Degree-Based Topological Indices and Regression Models

Polycyclic aromatic compounds (Print), 2023
Degree-based topological indices are very useful tools to model and characterize the molecular structure of drugs in order to predict their physicochemical properties without going into laborious and time-consuming laboratory experiments.
Abdul Hakeem   +3 more
semanticscholar   +1 more source

QSPR Analysis of Diverse Drugs Using Linear Regression for Predicting Physical Properties

Polycyclic aromatic compounds (Print), 2023
The study focused on QSPR (Quantitative Structure-Property Relationship) analysis using a variety of topological indices on the medications Mefloquinone, Sertraline, Niclosamide, Tizoxanide, PHA-690509, Ribavirin, Emricasan, and Sofosbuvir.
Jia Wei   +4 more
semanticscholar   +1 more source

Rank-based ant system method for non-linear QSPR analysis: QSPR studies of the solubility parameter

SAR and QSAR in Environmental Research, 2012
The solubility parameter (δ) plays a unique role in the development of stable pharmaceutical formulations for assessing phase segregation during product synthesis. Understanding this parameter helps to determine how a drug substance will behave when processed or when dosed in vivo. The aim of this work was to develop a novel comprehensive yet rapid and
M, Bagheri, A, Golbraikh
openaire   +2 more sources

Analysis and refinement of the targeted QSPR method

Computers & Chemical Engineering, 2008
Abstract The targeted quantitative structure–property relationship (TQSPR) method of Brauner et al. [Brauner, N., Stateva, R. P., Cholakov, G. St., & Shacham, M. (2006). A structurally “targeted” QSPR method for property prediction. Industrial & Engineering Chemistry Research, 45, 8430–8437] is analyzed in this study with respect to its various ...
Olaf Kahrs   +5 more
openaire   +1 more source

On QSPR analysis of glaucoma drugs using machine learning with XGBoost and regression models

Comput. Biol. Medicine
Glaucoma is an irreversible, progressive, degenerative eye disorder arising because of increased intraocular pressure, resulting in eventual vision loss if untreated. The QSPR relates, mathematically, by employing various algorithms, a specified property
Lina Huang   +4 more
semanticscholar   +1 more source

An Algebraic Approach to Calculate Some Topological Coindices and QSPR Analysis of Some Novel Drugs Used in the Treatment of Breast Cancer

Polycyclic aromatic compounds (Print), 2023
Breast cancer is one of the most leading deadly diseases in the world whose ranks first among all oncological diseases in women and it is the second spearheading reason of cancer deadness after lung cancer in the United States.
Esra Öztürk Sözen, Elif Eryaşar
semanticscholar   +1 more source

Multi-criteria decision making: Revealing Afinitor as the leading brain tumor drug Using CRITIC, CoCoSo, and MABAC methods combined with QSPR analysis via Banhatti indices

Comput. Biol. Medicine
Brain tumors pose a significant health challenge due to their aggressive nature, complex structure, and often poor prognosis. They can be categorized as benign or malignant, with gliomas being the most prevalent and deadly form.
A. Mahboob   +3 more
semanticscholar   +1 more source

On Topological Indices and QSPR Analysis of Drugs Used for the Treatment of Breast Cancer

Polycyclic aromatic compounds (Print), 2021
A topological index of graph G is a numerical quantity which describes its topology. If it is applied to molecular structure of a chemical compounds then it reflects the theoretical properties of the chemical compounds. In this article, well-known degree
Syed Ahtsham ul Haq Bokhary   +3 more
semanticscholar   +1 more source

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