On QSPR analysis of pulmonary cancer drugs using python-driven topological modeling

On QSPR analysis of pulmonary cancer drugs using python-driven topological modeling

Abstract In this paper, we discussed the role of topological descriptors in the QSPR modeling of pulmonary cancer drugs. Degree-based topological indices were computed using computational methods driven by Python that are mathematical representations of properties of molecules without physical measu...

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Bibliographic Details
Main Authors: Huiling Qin, Mazhar Hussain, Muhammad Farhan Hanif, Muhammad Kamran Siddiqui, Zahid Hussain, Mohamed Abubakar Fiidow
Format: Article
Language:English
Published: Nature Portfolio 2025-02-01
Series:Scientific Reports
Subjects:
Pulmonary cancer drugs
Networks
Linear regression model
Topological descriptor
Python technique
Online Access:https://doi.org/10.1038/s41598-025-88419-0
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