Artificial intelligence (AI) is revolutionizing healthcare, enhancing patient outcomes and practitioner efficiency. Notably, Bajwa et al. (2021) emphasize AI’s transformative potential in medicine, while Lareyre and Raffort (2025) explore its applications in vascular diseases, bridging clinical practice and medical education. A systematic review by Song et al. (2023) highlights the prevalence of abdominal aortic aneurysms, underscoring the necessity for AI in early detection and treatment. Despite these advancements, Sinha et al. (2022) note the challenges in vascular training and the urgent need for better imaging techniques. Zaidan and Ibrahim (2024) address AI governance complexities within a rapidly evolving regulatory landscape. As AI technologies like Viz.ai improve stroke care delivery (Mastracci et al., 2022), there’s a pressing call for comprehensive screening and management protocols for conditions like peripheral artery disease, emphasizing the need for continuous research and policy advancement for optimal healthcare integration.
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