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Review Open access Oct 2026

From Design to Bedside: Brain-Targeted Engineered Nanoparticles and Predictive Modeling for Neurodegenerative Diseases Therapeutics.

Nanoparticle (NP)-based drug delivery systems offer promising solutions for neurodegenerative diseases such as Alzheimer's, Parkinson's, and Huntington's, which have no cure due to the brain's structural complexity and the restrictive nature of the blood-brain barrier (BBB). Conventional therapeutics, despite strong in...

Nguyen Nguyen, Muzhaozi Yuan, Ya Wang · 0 citations
Review Open access Aug 2026

Advances in Machine Learning-Enhanced PBPK Models for Brain-Targeted Drug Delivery via Nanocarriers: A Comprehensive Review

Nanostructured drug-delivery materials—liposomes, polymeric nanoparticles, dendrimers, and inorganic carriers—have become central to pharmaceutical strategies for crossing the blood–brain barrier (BBB), where most candidate therapeutics fail to reach their targets. Their biological performance hinges on a coupled chain...

Han-Wen Hu, Ya Wang · 0 citations

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