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Toward Smart and Adaptive Endovascular Devices: The Role of Digital Twins in Precision Vascular Medicine

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Endovascular implants, such as stents, flow diverters, and endografts, have reshaped cardiovascular therapy but still face trade-offs in restenosis, thrombosis, sizing, and fatigue. Conventional, prototype-driven development is expensive and ill-suited to broa... ...