Hybrid PET/CT and PET/MR in Coronary Artery Disease: An Update for Clinicians, with Insights into AI-Guided Integration.

IF 2.3 4区 医学 Q2 CARDIAC & CARDIOVASCULAR SYSTEMS
Francesco Antonio Veneziano, Flavio Angelo Gioia, Francesco Gentile
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Abstract

Imaging techniques such as positron emission tomography/computed tomography (PET/CT) and positron emission tomography/magnetic resonance imaging (PET/MR) have emerged as powerful and versatile tools for the comprehensive assessment of coronary artery disease (CAD). By combining anatomical and functional information in a single examination, these modalities offer complementary insights that significantly enhance diagnostic accuracy and support clinical decision-making. This is particularly relevant in complex clinical scenarios, such as multivessel disease, balanced ischemia, or suspected microvascular dysfunction, where conventional imaging may be inconclusive. This review aims to provide clinicians with an up-to-date summary of the principles, technical considerations, and clinical applications of hybrid PET/CT and PET/MR in CAD. Here, we describe how these techniques can improve the evaluation of myocardial perfusion, coronary plaque characteristics, and ischemic burden. Advantages such as improved sensitivity, spatial resolution, and quantification capabilities are discussed alongside limitations including cost, radiation exposure, availability, and workflow challenges. A dedicated focus is given to the emerging role of artificial intelligence (AI), which is increasingly being integrated to optimize image acquisition, fusion processes, and interpretation. AI has the potential to streamline hybrid imaging and promote a more personalized and efficient management of CAD. Finally, we outline future directions in the field, including novel radiotracers, automated quantitative tools, and the expanding use of hybrid imaging to guide patient selection and therapeutic decisions, particularly in revascularization strategies.

冠状动脉疾病的PET/CT和PET/MR混合:临床医生的最新进展,对人工智能引导整合的见解。
成像技术,如正电子发射断层扫描/计算机断层扫描(PET/CT)和正电子发射断层扫描/磁共振成像(PET/MR)已经成为冠状动脉疾病(CAD)综合评估的强大而通用的工具。通过在单一检查中结合解剖和功能信息,这些模式提供了互补的见解,显著提高了诊断准确性并支持临床决策。这在复杂的临床情况下尤其重要,如多血管疾病、平衡缺血或可疑微血管功能障碍,常规影像学可能不确定。本综述旨在为临床医生提供有关PET/CT和PET/MR混合技术在CAD中的原理、技术考虑和临床应用的最新总结。在这里,我们描述了这些技术如何改善心肌灌注、冠状动脉斑块特征和缺血负荷的评估。除了成本、辐射暴露、可用性和工作流程挑战等限制外,还讨论了诸如提高灵敏度、空间分辨率和量化能力等优点。专门关注人工智能(AI)的新兴作用,人工智能越来越多地被集成到优化图像采集,融合过程和解释中。人工智能有可能简化混合成像,促进更加个性化和高效的CAD管理。最后,我们概述了该领域的未来发展方向,包括新型放射性示踪剂,自动化定量工具,以及混合成像的扩大使用,以指导患者选择和治疗决策,特别是在血运重建策略方面。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Journal of Cardiovascular Development and Disease
Journal of Cardiovascular Development and Disease CARDIAC & CARDIOVASCULAR SYSTEMS-
CiteScore
2.60
自引率
12.50%
发文量
381
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