Neurodegenerative diseases (NDDs) are characterized by the chronic and progressive deterioration of the structure and function of the nervous system, imposing a significant burden on patients, their families, and society. These diseases have a gradual onset and continually worsen, making early diagnosis challenging. Current drugs on the market struggle to effectively cross the blood-brain barrier (BBB), leading to poor outcomes and limited therapeutic success. Consequently, there is an urgent need for new diagnostic tools and treatment strategies. To address these challenges, nanotechnology-based drug delivery systems-such as liposomes, micelles, dendrimers, and solid lipid nanoparticles (SLNs)-have emerged as promising solutions. This study provides a comprehensive review of recent advances in nanomedicine and nanotechnology-based platforms, alongside an exploration of ND mechanisms. The authors conducted a systematic literature search across relevant databases such as PubMed, Scopus, and Web of Science, focusing on peer-reviewed articles, reviews, and clinical studies published within the last 5 to 10 years. Additionally, this paper addresses the challenges faced by nanomedicines and delivery systems, offering insights into future directions in the field and the need for further research to establish their clinical viability as alternatives to current therapies.