Performance-oriented design and analysis for direct data-driven control of multi-agent systems

Key Words:INTRACEREBRAL HEMORRHAGE; SUBARACHNOID HEMORRHAGE; DRUG-DELIVERY; BARRIER DISRUPTION; HEMATOMA VOLUME; INJURY; STROKE; NANOPARTICLES; CELL; THROMBOSIS

Abstract:Brain hemorrhage events present complex clinical challenges due to their rapid progre and the intricate interplay of oxidative stress, inflammation, and neuronal damage. Traditional diagnostic and therapeutic approaches often struggle to meet the demands for timely and effective intervention. This review explores the cutting-edge role of nanomaterials in transforming cerebral hemorrhage management, focusing on both diagnostic and therapeutic advancements. Nanomaterial-enabled imaging techniques, such as optical imaging, magnetic resonance imaging, and magnetic particle imaging, significantly enhance the accuracy of hemorrhage detection by providing real-time, high-resolution assessments of blood-brain barrier (BBB) integrity, cerebral perfusion, and hemorrhage progre, which is critical for guiding intervention strategies. On the therapeutic front, nanomaterial-based systems enable the precise delivery of drugs and bioactive molecules, fostering neural repair and functional recovery while minimizing systemic side effects. Furthermore, multifunctional nanomaterials not only address the primary injury but also offer precise control over secondary injuries, such as edema and oxidative stress. Their ability to enhance neuroprotection, prevent re-bleeding, and stimulate brain tissue regeneration provides a holistic approach and marks a significant advancement in brain hemorrhage therapy. As the field continues to advance, nanotechnology is set to fundamentally reshape the clinical management and long-term outcomes of brain hemorrhages, presenting a paradigm shift towards personalized and highly effective neurological care.

Volume:321

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Translation or Not:no