QR Code

Integrative ensemble learning framework for forecasting controlled drug release based on Raman spectral signatures

Abstract Modeling drug-release kinetics from polysaccharide-coated oral controlled-release formulations remains challenging due to nonlinear diffusion–dissolution behavior, complex polymer–drug interactions, and the limited interpretability of conventional machine-learning approaches. In this study,...

Whakaahuatanga katoa

I tiakina i:
Ngā taipitopito rārangi puna kōrero
Ngā kaituhi matua: Ahmed H. Albariqi, Awaji Y. Safhi, Saad S. Alqahtani, Fahad Y. Sabei, Mahboubeh Pishnamazi
Hōputu: Artigo
Reo:Inglês
I whakaputaina: Nature Portfolio 2026-02-01
Rangatū:Scientific Reports
Ngā marau:
Urunga tuihono:https://doi.org/10.1038/s41598-026-41837-0
Ngā Tūtohu: Tāpirihia he Tūtohu
Kāore He Tūtohu, Me noho koe te mea tuatahi ki te tūtohu i tēnei pūkete!