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Machine Learning Regression for Assessing Sensing Performance and Anticancer Potential of Oolong Tea-Derived Silver Nanoparticles
Sert, Esra; Kalındemirtaş, Ferdane Danışman; Karakuş, Emir Ersel; Erol, Ayşe; Özbaş, Fatih; Küçükdeniz, Tarık; Karakuş, Selcan (The Electrochemical Society (ECS), 2025)In this study, machine learning (ML) algorithms were employed to predict analyte concentrations using sensing results and evaluate the anticancer effects of nanostructures. Multifunctional oolong tea extract-mediated silver ... -
Sonosynthesis and Artificial Intelligence-enhanced Characterization of PEGylated Camellia Sinensis-Encapsulated Zinc Oxide Nanoparticles: Cytotoxicity Capacity Against Cervical Cancer and Fibroblast Cells
Asmaz, Anıl; Üstün, Fulya Alkan; Kalaycılar, İsmail Bergutay; Küçükdeniz, Tarık; Özbaş, Fatih; Karakuş, Selcan (Taylor & Francis, 2024)In this study, we investigated the cytotoxicity of zincoxide nanoparticles (ZnO NPs) encapsulated in PEGylated Camellia sinensis extract (CL) against L929 fibroblasts and HeLa cervical cancer cells. Characterization ...
