Modeling and validation of drug release kinetics using hybrid method for prediction of drug efficiency and novel formulations

This paper presents a thorough examination for drug release from a polymeric matrix to improve understanding of drug release behavior for tissue regeneration. A comprehensive model was developed utilizing mass transfer and machine learning (ML). In the machine learning section, three distinct regres...

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Bibliographic Details
Main Authors: Saad M. Alshahrani, Hadil Faris Alotaibi, Mohammed Alqarni
Format: Article
Language:English
Published: Frontiers Media S.A. 2024-06-01
Series:Frontiers in Chemistry
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fchem.2024.1395359/full