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A hybrid machine learning framework for predicting drug-release profiles, kinetics, and mechanisms of temperature-responsive hydrogels

Maha Mohammad AL-Rajabi, Samer Alzyod, Akshay Patel, Yeit Haan Teow

2025Polymer Bulletin26 citationsDOI

Topics & Concepts

Self-healing hydrogelsMean absolute percentage errorBiological systemSupport vector machineMean squared errorDrug deliveryComputer scienceRandom forestCorrelation coefficientMaterials scienceData pointMathematicsMachine learningStatisticsArtificial intelligenceNanotechnologyBiologyPolymer chemistryAdvancements in Transdermal Drug DeliveryDrug Solubulity and Delivery SystemsAdvanced Drug Delivery Systems
A hybrid machine learning framework for predicting drug-release profiles, kinetics, and mechanisms of temperature-responsive hydrogels | Litcius