Our team has developed a cutting-edge computational framework that is revolutionizing how aneurysms are treated. One of the main achievements is the amazing ability to create patient-specific stents using advanced AI and modeling. This technology tailors the stent design to each patient's unique vascular geometry, adjusting key features like wire count, porosity, and braiding angle. This optimization has proven to be a unique capability, offering personalized solutions that improve patient treatment outcomes. By using deep reinforcement learning (DRL), we are able to calculate precisely the ideal stent configuration every time, based on a patient's anatomy and blood flow dynamics. This has allowed us to significantly enhance the treatment of aneurysms, saving lives and offering real-time, accurate solutions for critical decisions. CURE have already assisted a patient using its high fidelity simulation aided clinicians to confirm that the patient’s stent placement was effectively occluding the aneurysm by 58%, and predicted that a second stent might be necessary—a major step in life-saving intervention. Alongside the stent design progress, we have worked on Fluid-Structure Interaction (FSI), a key element of our work that models how blood flow and vessel walls interact. By simulating this dynamic relationship, we can create better, more realistic representations of what happens inside the human body. Thanks to this innovative combination of FSI and AI, we now have predictive methods that can guide medical professionals' decision-making, offering more accuracy and reducing uncertainty during procedures. These achievements stand out because they enable highly precise, personalized approaches to treating aneurysms, proving vital in time-sensitive, life-or-death decisions. This work not only pushes the boundaries of computational sciences but is directly helping clinicians improve patient care.
