周围动脉疾病的成像表征:对当前分类和人工智能带来的新见解进行范围审查
Fabien Lareyre1,2,3, Lisa Guzzi4, Bahaa Nasr5
1Department of Vascular Surgery, Hospital of Antibes Juan-les-Pins, Antibes, France.
EJVES vascular forum
|September 22, 2025
概括
人工智能 (AI) 增强了对外围动脉疾病 (PAD) 的成像分类,改善了病变检测和化评估. 未来的人工智能应用可以为PAD患者提供更强大的分析和更好的临床决策.
科学领域:
- 血管成像 血管成像
- 医疗信息学 医疗信息学
- 人工智能的人工智能
背景情况:
- 周围动脉疾病 (PAD) 的管理依赖于各种成像分类.
- 人工智能 (AI) 正在成为血管成像分析中的强大工具.
研究的目的:
- 总结PAD目前的成像分类.
- 探索AI在增强这些成像系统方面的潜力.
主要方法:
- 根据PRISMA-ScR协议进行范围审查.
- 在Medline搜索了PAD血管成像中的成像分类和AI研究.
主要成果:
- 包括34篇文章,讨论当前PAD成像分类的优点和局限性.
- 人工智能可以提高PAD病变和血管化的自动检测和分类.
- 人工智能可以识别用于PAD评估的新型放射性模式.
结论:
- 人工智能为增强成像软件提供了机会,以便对下肢动脉损伤进行强有力的分析.
- 人工智能应用可以改善临床工作流程,帮助PAD管理中的决策.
相关概念视频
Peripheral Arterial Disease II: Clinical Manifestations and Diagnostic Evaluation
364
Clinical manifestationsPeripheral Arterial Disease (PAD) manifests through a range of symptoms, from the characteristic intermittent claudication to atypical presentations and severe complications in advanced stages. Intermittent claudication, a hallmark symptom of PAD, presents as exercise-induced muscle pain that typically resolves within minutes of rest. This pain is reproducible and stems from inadequate blood flow, leading to the accumulation of lactic acid produced during anaerobic...
364
Atherosclerosis II: Clinical Manifestations and Diagnostic Tests
474
Atherosclerosis is a progressive disorder that leads to the thickening and narrowing of arterial walls due to plaque buildup. This condition can cause various symptoms depending on the arteries affected:Coronary Artery Disease (CAD): This condition affects the coronary arteries and may lead to chest pain (angina), shortness of breath (dyspnea), heart attacks, and other heart disease symptoms.Cerebrovascular Disease: This affects blood flow to the brain, causing transient ischemic attacks (TIAs)...
474
Peripheral Artery Disease I: Introduction
314
Peripheral artery disease (PAD) predominantly results from atherosclerosis, which involves the accumulation of fatty deposits, or plaques, within the walls of arteries. This causes them to narrow and harden, significantly reducing blood flow. PAD predominantly affects the legs, particularly the arteries supplying the thighs and calves. In rare cases, it may involve other arteries, including those in the arms.Etiology of PAD:The principal cause of PAD is atherosclerosis, which results from fatty...
314
Peripheral Artery Disease III: Interprofessional Care
248
Peripheral Artery Disease (PAD) is characterized by narrowed arteries that diminish blood flow to the extremities. Effective management of PAD requires an interprofessional approach involving various healthcare professionals. The critical aspects of interprofessional care for PAD patients focus on risk factor modification, drug therapy, exercise therapy, nutrition therapy, critical limb ischemia care, and interventional radiology and surgical procedures.The primary treatment goal for PAD...
248
Peripheral Artery Disease IV: Nursing Management
351
The nursing management of a patient with peripheral artery disease (PAD) begins with a thorough assessment of the patient’s health history and clinical manifestations.AssessmentHealth History: Evaluate the patient’s history of hypertension, hyperlipidemia, family history of cardiovascular issues, and lifestyle factors such as dietary patterns, smoking, and physical activity.Physical Examination:Assess the affected extremity for decreased or absent peripheral pulses,...
351
Imaging Studies VII: Vascular Imaging
312
DefinitionRenal angiography, also known as renal arteriography, is an imaging technique used to obtain a comprehensive view of blood flow and the vascular structure of blood vessels in the kidneys and surrounding areas.PurposeRenal angiography detects blood vessel abnormalities in the kidneys, such as aneurysms, stenosis, thrombosis, vascular tumors, and renal artery stenosis. It evaluates kidney function and guides interventional treatments like angioplasty or stent placement.Pre-Procedure...
312


