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Quantitative 4D flow MRI assessment of left ventricular hemodynamics in bicuspid aortic valve across regurgitation severities and its association with myocardial deformation. 双尖瓣主动脉瓣左室血流动力学的定量4D血流MRI评价及其与心肌变形的关系。
IF 1.5 Pub Date : 2026-01-01 Epub Date: 2025-12-22 DOI: 10.1007/s10554-025-03595-4
Shirin Aliabadi, James A White, Steven Dykstra, Jacqueline Flewitt, Julio Garcia
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引用次数: 0
Role of multimodality imaging pre-access for planning of surgical creation of arteriovenous fistulas and arteriovenous grafts in the chronic kidney disease and end-stage renal disease population. 在慢性肾脏疾病和终末期肾脏疾病人群中,多模态成像对手术建立动静脉瘘和动静脉移植物计划的作用。
IF 1.5 Pub Date : 2026-01-01 Epub Date: 2025-04-24 DOI: 10.1007/s10554-025-03356-3
Abdullah Khan, Daniel Raskin, Sasan Partovi, Lee Kirksey

This review explores a range of imaging techniques used in the pre-surgical planning of vascular access, including duplex ultrasound (DUS), digital subtraction angiography (DSA), digital subtraction venography (DSV), CO2 Venography, magnetic resonance angiography (MRA), computed tomography angiography (CTA), and Intravascular ultrasound (IVUS). For each modality, we analyze its technical background, applications, advantages and disadvantages, and comparisons with alternative imaging options. DUS is the most widely used imaging modality in pre-surgical planning due to its low cost, non-invasiveness, absence of ionizing radiation and nephrotoxic contrast agents, and comparable accuracy in pre-access mapping with other methods. DSA and DSV have high sensitivity and specificity to visualize the arterial and venous system and are recommended when central vascular stenosis is suspected, or a simultaneous intervention is anticipated. However, their use is limited due to exposure to contrast agents and ionizing radiation. CO2-based contrast agents provide an alternative for end-stage renal disease (ESRD) patients to preserve residual renal function. MRA provides a noninvasive option with no radiation exposure and superior image resolution, yet the high cost and limited availability restrict their widespread clinical use. CTA, with its short acquisition time and high-resolution imaging, is a vital modality in intricate cases. However, radiation and contrast exposure can pose challenges in this patient population. The newer IVUS modality has a superior ability to central venous outflow obstruction compared to DSA and provides more information regarding vascular geometry and anatomy. Each imaging modality has its unique advantages and disadvantages in this patient cohort. The decision to use a particular imaging must be made on a case-to-case basis. However, following KDOQI guidelines, a combination of a patient's medical history, physical examination, and DUS is a widely accepted standard practice in pre-surgical vascular access planning, with other imaging modalities reserved for selected patients.

本文综述了用于术前血管通路规划的一系列成像技术,包括双工超声(DUS)、数字减影血管造影(DSA)、数字减影静脉造影(DSV)、CO2静脉造影、磁共振血管造影(MRA)、计算机断层血管造影(CTA)和血管内超声(IVUS)。对于每种模式,我们分析了其技术背景,应用,优缺点,并与替代成像选项进行了比较。DUS因其成本低、无创、不需要电离辐射和肾毒性造影剂,且与其他方法在术前造影术中的准确性相当,是术前规划中应用最广泛的成像方式。DSA和DSV在显示动脉和静脉系统方面具有很高的敏感性和特异性,当怀疑中枢性血管狭窄或预期同时进行干预时,建议使用DSA和DSV。然而,由于暴露于造影剂和电离辐射,它们的使用受到限制。基于二氧化碳的造影剂为终末期肾病(ESRD)患者提供了一种保留残余肾功能的替代方法。MRA提供了一种非侵入性的选择,没有辐射暴露和优越的图像分辨率,但高成本和有限的可用性限制了它们在临床的广泛应用。CTA以其采集时间短、成像分辨率高的特点,在复杂病例中具有重要的应用价值。然而,辐射和造影剂暴露可能对这类患者构成挑战。与DSA相比,新的IVUS模式具有更好的中心静脉流出阻塞能力,并提供更多关于血管几何和解剖的信息。在该患者队列中,每种成像方式都有其独特的优点和缺点。使用特定影像的决定必须根据具体情况而定。然而,根据KDOQI的指导方针,结合患者的病史、体格检查和DUS是术前血管通路规划中被广泛接受的标准做法,其他成像方式保留给选定的患者。
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引用次数: 0
Opportunistic screening of extracardiac disorders during a standard transthoracic echocardiography. 在标准经胸超声心动图期间的机会性筛查心外疾病。
IF 1.5 Pub Date : 2026-01-01 Epub Date: 2025-11-28 DOI: 10.1007/s10554-025-03579-4
Heba Farouk, Karim El-Chilali, Regine Ronge, Dominik Schöne, Constantin Witt, Axel Kloppe

Transthoracic echocardiography (TTE) is a frequently requested investigation in patients admitted to hospital with various cardiorespiratory symptoms. With increasing life expectancy, these symptoms might be related to other clinical conditions, necessitating early and prompt diagnosis and subsequent management. We thought to broaden the use of the standard TTE to unmask clinically significant extracardiac findings (ECF). We screened the epigastrium, right upper abdominal quadrant, both flanks, and dorsal lung fields in 6468 consecutive inpatients undergoing TTE looking for aortic dilatation, liver pathology, ascites, pleural effusion and suspicious masses. We detected ECFs in 507 (8%) patients. Pleural effusion was the most commonly detected ECF seen in 86% of patients. ECF findings necessitating shift in the management plan were detected in 23% of patients and included large effusions necessitating drainage, malignant tumors (predominately liver metastases) and empyema. We concluded that routine screening of the liver, pleura, peritoneum and abdominal aorta could add an important piece of clinical information, detect pleural effusion, possible malignancies (mainly liver metastases) and aortic dilatation necessitating further assessment and management of hospitalized patients with various cardiopulmonary symptoms.

经胸超声心动图(TTE)是住院的各种心肺症状的患者经常要求的调查。随着预期寿命的延长,这些症状可能与其他临床状况有关,因此需要及早和迅速诊断并进行后续治疗。我们认为应扩大标准TTE的使用范围,以揭示具有临床意义的心外发现(ECF)。我们对6468例连续行TTE的住院患者的上腹部、右上腹部、两侧和肺背野进行筛查,寻找主动脉扩张、肝脏病理、腹水、胸腔积液和可疑肿物。我们在507例(8%)患者中检测到ECFs。胸腔积液是最常见的ECF,在86%的患者中可见。在23%的患者中发现需要改变治疗计划的ECF,包括需要引流的大量积液,恶性肿瘤(主要是肝转移)和脓胸。我们认为肝脏、胸膜、腹膜和腹主动脉的常规筛查可以增加重要的临床信息,发现胸腔积液、可能的恶性肿瘤(主要是肝转移)和主动脉扩张,需要对住院患者的各种心肺症状进行进一步的评估和处理。
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引用次数: 0
Prevalence and prognostic value of elevated computed tomography coronary artery calcium scores in Indigenous peoples globally: A systematic review. 全球土著居民冠状动脉钙化评分升高的流行率和预后价值:一项系统综述。
IF 1.5 Pub Date : 2026-01-01 Epub Date: 2025-11-03 DOI: 10.1007/s10554-025-03546-z
Kevin Cheung, Anushriya Pant, Denee Dang, Elise Ridsdill-Kenny, Simone Marschner, Lisa Kuhn, Edwina Wing-Lun, Joshua Mitchell, Marcio Bittencourt, Sarah Zaman

Despite the significant burden of disease in Indigenous Peoples globally, the validity of computed tomography (CT) coronary artery calcium (CAC) scoring has been poorly described. Thus, we aimed to identify the prevalence and predictive utility of a CT CAC score > 0 in this population. A systematic search was conducted on MEDLINE, EMBASE, CINAHL, Scopus and Web of Science databases from 1990 to 2022. Primary observational studies that reported CT CAC scores and Indigenous ethnicity were included. The primary outcome was the prevalence of a CT CAC score > 0. The secondary outcome was MACE. Eight studies on CT CAC scoring stratified results according to Indigenous ethnicity (n = 30,845 and 1,677 Indigenous). Prevalence of CT CAC score > 0 was higher in Australian First Nations people than non-Indigenous people [adjusted odds ratios (aOR) 2.36, 95% confidence interval (CI) 1.32-4.23; p = 0.004 and aOR 2.76, 95% CI 1.30-5.87; p = 0.008] but not in Native Americans (aOR 0.70, 95% CI 0.42-1.18) or Indigenous Brazilians (aOR 0.96, 95% CI 0.30-3.11). Two studies assessed the interaction of Indigenous ethnicity on the association between CAC > 0 and MACE. Neither found a significant interaction (p = 0.64 and 0.53). From 2431 studies, eight reported CT CAC scores stratified by Indigenous ethnicity. From limited data, prevalence of CT CAC score > 0 was higher in Australian First Nations people compared to non-Indigenous Australians and CT CAC score > 0 was similarly able to predict MACE in Indigenous Peoples. Future research on CT CAC scoring should stratify outcomes according to Indigenous status to better understand its utility.

尽管全球土著人民的疾病负担很重,但计算机断层扫描(CT)冠状动脉钙(CAC)评分的有效性一直没有得到很好的描述。因此,我们的目的是确定CT CAC评分b>在该人群中的患病率和预测效用。系统检索1990 ~ 2022年的MEDLINE、EMBASE、CINAHL、Scopus和Web of Science数据库。纳入了报告CT CAC评分和土著民族的初步观察性研究。主要预后指标为CT CAC评分bb00 - 0的患病率。次要终点为MACE。8项研究对CT CAC评分结果按土著民族进行分层(n = 30,845和1,677名土著)。澳大利亚原住民的CT CAC评分b>的患病率高于非原住民[调整优势比(aOR) 2.36, 95%可信区间(CI) 1.32-4.23;p = 0.004, aOR 2.76, 95% CI 1.30 ~ 5.87;p = 0.008]但美洲原住民(aOR 0.70, 95% CI 0.42-1.18)或巴西原住民(aOR 0.96, 95% CI 0.30-3.11)没有。两项研究评估了土著民族在CAC >0和MACE之间的相互作用。两者均未发现显著的相互作用(p = 0.64和0.53)。从2431项研究中,8项报告了CT CAC评分按土著民族分层。从有限的数据来看,与非土著澳大利亚人相比,澳大利亚第一民族的CT CAC评分b>的患病率更高,CT CAC评分b>同样能够预测土著人民的MACE。未来对CT CAC评分的研究应根据土著状态对结果进行分层,以更好地了解其效用。
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引用次数: 0
Vascular imaging in chronic kidney disease and end-stage renal disease: from dialysis circuit access to cardiovascular risk stratification. 慢性肾脏疾病和终末期肾脏疾病的血管成像:从透析通路到心血管风险分层
IF 1.5 Pub Date : 2026-01-01 DOI: 10.1007/s10554-025-03585-6
Daniel Raskin, Levester Kirksey, Sasan Partovi
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引用次数: 0
The performance of free-breathing multiparametric SAturation-recovery single-SHot acquisition T1 and T2 mapping in cardiac allograft rejection. 自由呼吸多参数饱和恢复单次采集T1和T2在异体心脏移植排斥反应中的表现。
IF 1.5 Pub Date : 2026-01-01 Epub Date: 2025-12-12 DOI: 10.1007/s10554-025-03582-9
Nikolaos Miaris, Husein Rajabali, Nicholas M Quaife, Fernando Riesgo Gil, Owais Dar, Andrew Morley-Smith, Jan Lukas Robertus, Muhammad Usman, Antonis Pantazis, Rajasi Banerjee, Barbara Segulin, Thomas Luescher, Chiara Bucciarelli-Ducci, Kelvin Chow, Peter Kellman, Joyce Wong

Cardiovascular magnetic resonance (CMR) has been studied as an alternative to endomyocardial biopsy (EMB) in orthotopic heart transplant recipients (OHTRs), particularly through breath-hold myocardial T1 and T2 mapping sequences. We aimed to assess the diagnostic performance of the novel free-breathing multiparametric saturation-recovery single-shot acquisition (mSASHA) mapping technique to identify acute cardiac allograft rejection (ACAR) non-invasively against EMB. This retrospective study included n = 21 consecutive OHTRs with suspected ACAR who underwent both a 1.5T CMR scan with mSASHA mapping and an EMB within 5.4 (1.2-14.8) days, and n = 20 healthy controls who underwent CMR with mSASHA mapping. Conventional breath-holding T2-prepared balanced steady-state free precession (T2p-bSSFP) T2 mapping was also acquired. CAR was EMB defined as histological rejection (HR) (acute cellular rejection of ≥ 1 R or acute antibody-mediated rejection of ≥ 1). Overall, n = 21 OHTRs (9 females) with a mean age of 43.2 ± 16.2 years and a median time of 5.4 (1.2-14.8) years since transplantation were included in the study, alongside n = 20 healthy controls. HR was present in n = 9 patients. The HR group showed significantly higher septal mSASHA T2 values compared to the non-HR (n = 12) group (53 ± 6 ms vs. 47 ± 4 ms, p = 0.014). Receiver operator characteristics analysis showed an area under the curve of 0.79 (95% confidence interval 0.59-0.98, p = 0.028) and an optimal cut-off value of 50 ms (sensitivity of 67%, specificity of 75%) for identifying patients with HR using septal mSASHA T2 values. There was at least a moderate correlation of septal and global mSASHA T1 and T2 values (n = 21) with MOLLI T1 (n = 17) and T2p-bSSFP T2 (n = 18) values (r > 0.6, p ≤ 0.003). OHTR patients without HR showed higher septal (T1: 1256 ± 42 ms vs. 1201 ± 46 ms, p = 0.002; T2: 47 ± 4 ms vs. 43 ± 2 ms, p = 0.003) and global mSASHA (T1: 1250 ± 58 ms vs. 1201 ± 45 ms, p = 0.013; T2: 48 ± 5 ms vs. 43 ± 2 ms, p = 0.009) values compared to normal controls (n = 20). In the control group, native mSASHA T1 and T2 values were higher in females (n = 9) than in males. Free-breathing mSASHA T2 mapping may be useful in identifying histological changes associated with ACAR, overcoming the challenges of breath holding and with good diagnostic performance.

心血管磁共振(CMR)已被研究作为原位心脏移植受者(OHTRs)心内膜活检(EMB)的替代方法,特别是通过屏气心肌T1和T2定位序列。我们旨在评估新型自由呼吸多参数饱和恢复单次采集(mSASHA)制图技术的诊断性能,以识别急性同种异体心脏移植排斥反应(ACAR)非侵入性对抗EMB。本回顾性研究纳入了n = 21例疑似ACAR的连续ohtr患者,这些患者在5.4(1.2-14.8)天内接受了1.5T CMR扫描并进行了mSASHA定位和EMB,以及n = 20例接受了CMR扫描并进行了mSASHA定位的健康对照。还获得了常规屏气T2制备的平衡稳态自由进动(T2p-bSSFP) T2图谱。CAR被EMB定义为组织学排斥(HR)(急性细胞排斥≥1 R或急性抗体介导的排斥≥1)。总的来说,研究纳入了n = 21例OHTRs(9例女性),平均年龄为43.2±16.2岁,移植后中位时间为5.4(1.2-14.8)年,同时纳入了n = 20例健康对照。9例患者出现HR。与非HR组(n = 12)相比,HR组(53±6 ms vs. 47±4 ms, p = 0.014)的间隔mSASHA T2值显著升高。接受者操作者特征分析显示,曲线下面积为0.79(95%置信区间0.59-0.98,p = 0.028),最佳截断值为50 ms(敏感性67%,特异性75%)。鼻中隔和全身的mSASHA T1和T2值(n = 21)与MOLLI T1 (n = 17)和tbp - bssfp T2 (n = 18)值至少有中度相关性(r >.6, p≤0.003)。无HR的OHTR患者与正常对照(n = 20)相比,室间隔(T1: 1256±42 ms比1201±46 ms, p = 0.002; T2: 47±4 ms比43±2 ms, p = 0.003)和整体mSASHA (T1: 1250±58 ms比1201±45 ms, p = 0.013; T2: 48±5 ms比43±2 ms, p = 0.009)值更高。在对照组中,女性的mSASHA T1和T2值高于男性(n = 9)。自由呼吸的mSASHA T2图谱可能有助于识别与ACAR相关的组织学变化,克服屏气的挑战,并具有良好的诊断性能。
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引用次数: 0
Clinical application of cardiac computed tomography in cardiomyopathy. 心脏计算机断层扫描在心肌病中的临床应用。
IF 1.5 Pub Date : 2026-01-01 Epub Date: 2025-11-28 DOI: 10.1007/s10554-025-03571-y
Riccardo Cau, Marco Gatti, Jasjit S Suri, Tommaso D'Angelo, Luca Saba

Cardiomyopathies are a heterogeneous group of myocardial disorders characterized by mechanical and/or electrical dysfunction, typically occurring without significant coronary artery disease, hypertension, valvular, or congenital heart disease. According to current ESC guidelines, cardiovascular magnetic resonance (CMR) is a class I recommendation for the initial evaluation of patients with suspected cardiomyopathy, given its ability to provide comprehensive morphological and tissue characterization. CMR, however, may be precluded in patients owing to device incompatibility, claustrophobia, or arrhythmia- and motion-related image degradation. In this context, cardiac computed tomography (CCT), traditionally used for assessing coronary artery disease, has emerged as a valuable alternative. Technological advancements have enabled CCT to deliver not only detailed anatomical information but also functional and tissue-specific insights. The recent consensus document from the European Association of Cardiovascular Imaging underscore the expanding clinical applications of CCT, highlighting its potential role in the diagnostic work-up and phenotypic classification of cardiomyopathies. In this review, we summarize the current evidence supporting the use of CCT in patients with suspected cardiomyopathy, outline its clinical strengths and limitations, and discuss emerging developments such as artificial intelligence and radiomics, which could further enhance its diagnostic and prognostic value.

心肌病是一组以机械和/或电功能障碍为特征的异质性心肌疾病,通常没有明显的冠状动脉疾病、高血压、瓣膜病或先天性心脏病。根据目前的ESC指南,心血管磁共振(CMR)是一级推荐用于疑似心肌病患者的初步评估,因为它能够提供全面的形态学和组织表征。然而,由于设备不兼容、幽闭恐惧症或心律失常和运动相关的图像退化,CMR可能被排除在患者之外。在这种情况下,心脏计算机断层扫描(CCT),传统上用于评估冠状动脉疾病,已成为一个有价值的替代方案。技术进步使CCT不仅可以提供详细的解剖信息,还可以提供功能和组织特异性的见解。最近来自欧洲心血管成像协会的共识文件强调了CCT临床应用的扩大,强调了其在心肌病的诊断检查和表型分类中的潜在作用。在这篇综述中,我们总结了目前支持在疑似心肌病患者中使用CCT的证据,概述了其临床优势和局限性,并讨论了人工智能和放射组学等新兴发展,这些发展可以进一步提高其诊断和预后价值。
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引用次数: 0
Cross-sectional imaging for presurgical planning of dialysis circuit vascular access creation in the end stage renal disease patient population. 横断成像在终末期肾病患者术前透析循环血管通路建立规划中的应用。
IF 1.5 Pub Date : 2026-01-01 Epub Date: 2025-03-07 DOI: 10.1007/s10554-025-03357-2
Daniel Raskin, Levester Kirksey, Abraham Levitin, Ali Khalifeh, Jon G Quatromoni, Sean P Lyden, Cassandra Kovach, Patrick Ghibes, Amrit Khooblall, Sasan Partovi

This systematic review explores the role of cross-sectional imaging modalities-computed tomography angiography (CTA) and magnetic resonance angiography (MRA)-in the preoperative planning of dialysis vascular access for patients with end-stage renal disease (ESRD). A systematic search was conducted using PubMed and Cochrane databases, yielding 45 studies meeting inclusion criteria. These modalities are particularly valuable in cases of complex vascular anatomy, central venous stenosis, and prior surgical interventions. Findings emphasize the advantages of CTA for detailed anatomical mapping and MRA for cases requiring soft-tissue contrast or preservation of renal function. Representative clinical cases illustrate how imaging findings directly influence surgical and endovascular decision-making, optimizing patient outcomes. This manuscript describes the role of cross-sectional imaging for dialysis circuit vascular access interventions including representative clinical examples.

本系统综述探讨了横断成像方式——计算机断层血管造影(CTA)和磁共振血管造影(MRA)在终末期肾病(ESRD)患者透析血管通路术前规划中的作用。使用PubMed和Cochrane数据库进行系统检索,得到45项符合纳入标准的研究。这些方式在复杂的血管解剖,中心静脉狭窄和先前手术干预的情况下特别有价值。研究结果强调了CTA在详细解剖制图方面的优势,而MRA在需要软组织对比或保存肾功能的病例中具有优势。有代表性的临床病例说明了影像学结果如何直接影响手术和血管内决策,优化患者预后。本文描述了横断面成像在透析回路血管通路干预中的作用,包括代表性的临床例子。
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引用次数: 0
Multimodality assessment of aortic valve area in aortic stenosis: a multicenter validation study. 主动脉瓣狭窄患者主动脉瓣面积的多指标评估:一项多中心验证研究。
IF 1.5 Pub Date : 2026-01-01 Epub Date: 2025-12-01 DOI: 10.1007/s10554-025-03576-7
Christian Weber, J Studier-Fischer, H Reiss, S von Garlen, S Piepenburg, C Ehlert, A Maier, S Vögele, M Hein, P Ruile, J Fingerhut, S Jäck, M T Hagar, J Taron, C Schlett, M Potratz, T Rudolph, J Steffen, D Hering, S Deseive, S Massberg, A Schwab, J Leberzammer, P C Seppelt, J Rilinger, M Zehender, I Hilgendorf, D Westermann, C von Zur Mühlen, T Heidt

Objectives: Transthoracic echocardiography (TTE) is the standard modality for grading aortic stenosis (AS) severity. Transesophageal echocardiography (TOE) allows direct aortic valve area (AVA) planimetry (AVATOE), while computed tomography angiography (CTA) offers a non-invasive alternative (AVACTA). This study aimed to evaluate the correlation between AVA measurements across modalities and to determine a diagnostic AVACTA threshold for severe AS.

Methods: This retrospective study included a single-center derivation cohort of 176 patients (mean age 80.0 ± 7.7 years, 52.8% male) with moderate to severe AS who underwent full-cycle CTA, TTE, and TOE. AVACTA was measured by two independent raters. Correlation with AVATOE and other parameters was assessed. Receiver operating characteristic (ROC) analysis was used to define an optimal AVACTA threshold for severe AS, which was validated in a multi-center cohort of 407 patients (mean age 80.9 ± 6.7 years, 52.8% male) with comparable characteristics.

Results: Mean AVACTA was 0.96 ± 0.28 cm² with a high interrater reliability (IRR = 0.84), compared to a mean AVATOE of 0.88 ± 0.26 cm² (Pearson's r = 0.73). ROC analysis identified 0.96 cm² as the optimal AVACTA threshold for diagnosing severe AS (AUC = 0.846; sensitivity = 71.7%; specificity = 89.8%) compared to TOE grading. This threshold yielded good diagnostic performance in the validation cohort (AUC = 0.817; sensitivity = 78.2%; specificity = 72.6%).

Conclusions: AVACTA demonstrated high reliability, showing a strong correlation with AVATOE. The 0.96 cm² threshold, defined in the derivation cohort, performed well in the validation cohort for assessing aortic stenosis severity.

目的:经胸超声心动图(TTE)是主动脉狭窄(AS)严重程度分级的标准方法。经食管超声心动图(TOE)允许直接主动脉瓣面积(AVA)平面测量(AVATOE),而计算机断层血管造影(CTA)提供了一种非侵入性替代方法(AVACTA)。本研究旨在评估不同方式AVA测量之间的相关性,并确定严重AS的AVACTA诊断阈值。方法:本回顾性研究纳入了176例中重度AS患者(平均年龄80.0±7.7岁,男性52.8%),接受了全周期CTA、TTE和TOE治疗。AVACTA由两名独立评价者测量。评估与AVATOE及其他参数的相关性。采用受试者工作特征(ROC)分析来确定重度AS的最佳AVACTA阈值,并在具有可比性的407例患者(平均年龄80.9±6.7岁,男性52.8%)的多中心队列中进行验证。结果:平均AVACTA为0.96±0.28 cm²,具有较高的互信度(IRR = 0.84),而平均AVACTA为0.88±0.26 cm²(Pearson’s r = 0.73)。ROC分析发现,与TOE分级相比,0.96 cm²是诊断严重as的最佳AVACTA阈值(AUC = 0.846,灵敏度= 71.7%,特异性= 89.8%)。该阈值在验证队列中具有良好的诊断性能(AUC = 0.817;敏感性= 78.2%;特异性= 72.6%)。结论:AVACTA具有较高的信度,与AVATOE具有较强的相关性。衍生队列中定义的0.96 cm²阈值在评估主动脉狭窄严重程度的验证队列中表现良好。
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引用次数: 0
A deep learning methodology for fully-automated quantification of calcific burden in high-resolution intravascular ultrasound images. 高分辨率血管内超声图像中钙化负荷全自动定量的深度学习方法。
IF 1.5 Pub Date : 2026-01-01 Epub Date: 2025-12-27 DOI: 10.1007/s10554-025-03583-8
Xingwei He, Mohamed O Mohamed, Nathaniel Yu Jian Ng, Thamil Kumaran, Retesh Bajaj, Nathan Angelo Lecaros Yap, Emrah Erdogan, Gonul Zeren, Anthony Mathur, Ahmet Emir Ulutas, Bo Gao, Yaojun Zhang, Andreas Baumbach, Jouke Dijkstra, Christos V Bourantas

Quantification of the calcific burden is valuable in percutaneous coronary intervention (PCI) planning and in research to assess its changes after pharmacotherapies targeting plaque progression. In intravascular ultrasound (IVUS) images this analysis is currently performed manually and time consuming. To overcome these limitations, we introduce a deep-learning (DL) method for seamless detection of the calcific tissue. IVUS images from 197 vessels were analysed by an expert who identified the presence of calcium, and these estimations were used to train a DL model for fast detection of calcific deposits. The output of the model was tested in a set of 30 vessels against the estimations of the two experts. Comparison was performed at a frame-, lesion- and segment level. In total 26,211 frames were included in the training and 5,138 in the test set. The estimations of the DL method for the presence of calcium were similar to the experts (kappa 0.842 and 0.848, p < 0.001), while the correlation between the DL approach and the two experts for the arc of calcium (0.946 and 0.947, p < 0.001) and calcific area (0.745 and 0.706, p < 0.001) were high. Lesion- (0.971 and 0.990, p < 0.001) and segment-level analysis (0.980 and 0.981, p < 0.001) demonstrated a high correlation between the method and the two experts for calcific burden. The proposed DL method is able to accurately detect the calcific tissue and quantify its burden. These features render it useful in research and are expected to facilitate its application in the clinical workflows to guide PCI.

钙化负荷的量化在经皮冠状动脉介入治疗(PCI)计划和针对斑块进展的药物治疗后评估其变化的研究中是有价值的。在血管内超声(IVUS)图像中,这种分析目前是手动进行的,而且耗时。为了克服这些限制,我们引入了一种深度学习(DL)方法来无缝检测钙化组织。专家分析了来自197条血管的IVUS图像,确定了钙的存在,并将这些估计用于训练快速检测钙沉积的DL模型。根据两位专家的估计,在一组30艘船中对模型的输出进行了测试。在框架、病变和节段水平上进行比较。总共26211帧被纳入训练集,5138帧被纳入测试集。DL方法对钙存在的估计与专家相似(kappa 0.842和0.848,p
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The international journal of cardiovascular imaging
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