Intelligence analysis of drug nanoparticles delivery efficiency to cancer tumor sites using machine learning models

Intelligence analysis of drug nanoparticles delivery efficiency to cancer tumor sites using machine learning models

Abstract This study focuses on the use of machine learning (ML) models to predict the biodistribution of nanoparticles in various organs, using a dataset derived from research on nanoparticle behavior for cancer treatment. The dataset includes both categorical and numerical variables related to nano...

Full description

Saved in:
Bibliographic Details
Main Authors: Wael A. Mahdi, Adel Alhowyan, Ahmad J. Obaidullah
Format: Article
Language:English
Published: Nature Portfolio 2025-01-01
Series:Scientific Reports
Subjects:
Cancer treatment
Drug nanoparticles
Kernel Ridge regression
Bayesian ridge regression
K-nearest neighbors
Online Access:https://doi.org/10.1038/s41598-024-84450-9
Tags: Add Tag
No Tags, Be the first to tag this record!

Similar Items

Similar Items