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Review Open access Jan 2026

Artificial Intelligence in the Design and Development of Nanoparticle Drug Delivery Systems: A Systematic Review

Background Artificial intelligence (AI) has rapidly emerged as a powerful tool for accelerating the design and optimization of nanoparticle‐based drug delivery systems (NDDSs). By analyzing complex multidimensional datasets, AI models can predict nanoparticle physicochemical properties, biodistribution, and safety prof...

Razan Haddad · 0 citations
Jul 2026

Preparation and Characterization of a Low-Molecular-Weight Chitosan Nanoparticle-Based Ocular Formulation for Enhanced Permeation of Timolol Maleate.

INTRODUCTION/OBJECTIVE Timolol Maleate (TM) is primarily used to treat glaucoma by reducing intraocular pressure. However, its efficacy is limited by poor ocular bioavailability (<5%) and systemic side effects. This study aimed to develop and evaluate Low-Molecular-Weight Chitosan (LMWC)-based complexes in an eye formu...

Areen Alshweiat, S. O. Emran, Bashar Altaani et al. · 0 citations

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