Predicting Calcein Release from Ultrasound-Targeted Liposomes: A Comparative Analysis of Random Forest and Support Vector Machine

The type of algorithm employed to predict drug release from liposomes plays an important role in affecting the accuracy. In recent years, Machine Learning (ML) has shown potential for modeling complex drug delivery systems and predicting drug release dynamics with a greater degree of precision. In t...

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Bibliographic Details
Main Authors: Ibrahim Shomope MS, Kelly M. Percival BS, Nabil M. Abdel Jabbar PhD, Ghaleb A. Husseini PhD
Format: Article
Language:English
Published: SAGE Publishing 2024-11-01
Series:Technology in Cancer Research & Treatment
Online Access:https://doi.org/10.1177/15330338241296725
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