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Prognostic value of global longitudinal strain in patients with preserved left ventricular systolic function: A cardiac magnetic resonance real-world study. 左心室收缩功能保留患者整体纵向应变的预后价值:一项心脏磁共振真实世界研究。
IF 4.2 1区 医学 Q1 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2024-07-04 DOI: 10.1016/j.jocmr.2024.101057
Preeyaporn Janwetchasil, Ahthit Yindeengam, Rungroj Krittayaphong

Background: Myocardial strain is a more sensitive parameter for cardiac function evaluation than left ventricular ejection fraction (LVEF). This study aimed to assess the predictive value of left ventricular global longitudinal strain (LV-GLS) by feature tracking-cardiac magnetic resonance (FT-CMR) imaging in patients with known or suspected coronary artery disease (CAD) with preserved left ventricular systolic function.

Methods: This retrospective cohort analysis enrolled patients with known or suspected CAD who underwent cardiac magnetic resonance imaging from September 2017 to December 2019. LV-GLS was analyzed via feature-tracking analysis. Patients with LVEF <50% were excluded. The composite outcome comprised all-cause death, non-fatal myocardial infarction, and heart failure.

Results: There was a total of 2613 patients. Mean follow-up duration was 39.7 ± 13.9 months. During follow-up, 194 patients (7.4%) experienced a composite outcome. The best cutoff of LV-GLS in the prediction of composite outcome from receiver operating characteristics was -14.4%. Patients were classified into 2 groups according to the LV-GLS; 1489 (57.0%) had LV-GLS <-14.4% and 1124 (43.0%) had LV-GLS ≥-14.4%. Patients with LV-GLS ≥-14.4% had a significantly higher rate of composite outcome than LV-GLS <-14.4% patients (3.59 vs. 1.39 per 100 person-years, respectively; p < 0.001). Multivariable analysis showed that patients with LV-GLS ≥-14.4% had a significantly higher risk of experiencing a composite outcome event compared to global longitudinal strain <-14.4% patients (adjusted hazard ratio: 1.83, 95% confidence interval: 1.28-2.61; p = 0.001).

Conclusion: LV-GLS by FT-CMR was shown to be useful for predicting the prognosis of patients with known or suspected CAD with preserved left ventricular systolic function. LV-GLS -14.4% was the identified cutoff for prognostic determination.

背景:心肌应变是比左心室射血分数(LVEF)更敏感的心功能评估参数。本研究旨在通过特征追踪-心脏磁共振(FT-CMR)成像评估左心室整体纵向应变(LV-GLS)在已知或疑似冠状动脉疾病(CAD)且左心室收缩功能保留的患者中的预测价值:这项回顾性队列分析纳入了2017年9月至2019年12月期间接受CMR成像的已知或疑似CAD患者。通过特征追踪分析对 LV-GLS 进行分析。患者的 LVEF 结果:共有2613名患者。平均随访时间为(39.7±13.9)个月。随访期间,194 名患者(7.4%)出现了综合结果。根据Receiver-Operating-Characteristics,LV-GLS预测综合结果的最佳临界值为-14.4%。根据 LV-GLS 将患者分为两组;1,489 例(57.0%)患者有 LV GLS 结论:FT-CMR 的 LV-GLS 被证明有助于预测左心室收缩功能保留的已知或疑似 CAD 患者的预后。LV-GLS -14.4%是确定预后的临界值。
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引用次数: 0
Mitral annulus disjunction in consecutive patients undergoing cardiovascular magnetic resonance: Where is the boundary between normality and disease? 接受心脏磁共振检查的连续患者的二尖瓣瓣环脱节:正常与疾病的界限在哪里?
IF 4.2 1区 医学 Q1 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2024-07-04 DOI: 10.1016/j.jocmr.2024.101056
Stefano Figliozzi, Kamil Stankowski, Lara Tondi, Federica Catapano, Mauro Gitto, Costanza Lisi, Sara Bombace, Marzia Olivieri, Francesco Cannata, Fabio Fazzari, Renato Maria Bragato, Georgios Georgiopoulos, Pier-Giorgio Masci, Lorenzo Monti, Gianluigi Condorelli, Marco Francone

Background: The presence of mitral annulus disjunction (MAD) has been considered a high-risk feature for sudden cardiac death based on selected study populations. We aimed to assess the prevalence of MAD in consecutive patients undergoing clinically indicated cardiovascular magnetic resonance (CMR), its association with ventricular arrhythmias, mitral valve prolapse (MVP), and other CMR features.

Methods: This single-center retrospective study included consecutive patients referred to CMR at our institution between June 2021 and November 2021. MAD was defined as a ≥1 mm displacement between the left atrial wall-mitral valve leaflet junction and the left ventricular wall during end-systole. MAD extent was defined as the maximum longitudinal displacement. Associates of MAD were evaluated at univariable and multivariable regression analysis. The study endpoint, a composite of (aborted) sudden cardiac death, unexplained syncope, and sustained ventricular tachycardia, was evaluated at a 12-month follow-up.

Results: Four hundred and forty-one patients 55 ± 18 years, 267/441 (61%) males) were included, and 29/441 (7%) had MVP. The prevalence of MAD ≥1 mm, 4 mm, and 6 mm was 214/441 (49%), 63/441 (14%), and 15/441 (3%), respectively. Patients with MVP showed a higher prevalence of MAD greater than 1 mm (26/29 (90%) vs 118/412 (46%)); p < 0.001), 4 mm (14/29 (48%) vs 49/412 (12%)); p < 0.001), and 6 mm (3/29 (10%) vs 12/412 (3%)); p = 0.03), and a greater MAD extent (4.2 mm, 3.0-5.7 mm vs 2.8 mm, 1.9-4.0 mm; p < 0.001) compared to patients without MVP. MVP was the only morpho-functional abnormality associated with MAD at multivariable analysis (p < 0.001). A high burden of ventricular ectopic beats at baseline Holter-electrocardiogram was associated with MAD ≥4 mm and MAD extent (p < 0.05). The presence of MAD ≥1 mm (0.9% vs 1.8%; p = 0.46), MAD ≥4 mm (1.6% vs 1.3%; p = 0.87), or MVP (3.5% vs 1.2%; p = 0.32) were not associated with the study endpoint, whereas patients with MAD ≥6 mm showed a trend toward a higher likelihood of the study endpoint (6.7% vs 1.2%; p = 0.07).

Conclusion: MAD of limited severity was common in consecutive patients undergoing CMR. Patients with MVP showed higher prevalence and greater extent of MAD. Extended MAD was rarer and showed association with ventricular arrhythmias at baseline. The mid-term prognosis of MAD seems benign; however, prospective studies are warranted to search for potential "malignant MAD extents" to improve patients' risk stratification.

背景:根据选定的研究人群,二尖瓣环脱节(MAD)的存在被认为是心脏性猝死的高危特征。我们的目的是评估二尖瓣环脱节(MAD)在接受临床指示的心脏磁共振(CMR)检查的连续患者中的患病率,以及其与室性心律失常、二尖瓣脱垂(MVP)和其他 CMR 特征的关联:这项单中心回顾性研究纳入了 2021 年 6 月至 2021 年 11 月期间本机构转诊至 CMR 的连续患者。MAD的定义是在收缩末期左心房壁-二尖瓣瓣叶交界处与左心室壁之间的位移≥1毫米。MAD 范围定义为最大纵向位移。通过单变量和多变量回归分析评估了 MAD 的相关性。研究终点包括(中止的)心脏性猝死、原因不明的晕厥和持续性室性心动过速:共纳入 441 名患者(55±18 岁,61% 为男性),其中 29 人(7%)患有 MVP。MAD≥1毫米、4毫米和6毫米的患病率分别为214人(49%)、63人(14%)和15人(3%)。MVP患者MAD大于1毫米的发生率更高(90%对46%;P结论:在接受CMR检查的连续患者中,有限实体的MAD很常见。MVP患者的MAD发生率更高,范围更大。扩展型 MAD 较为罕见,并与基线时的室性心律失常有关。MAD的中期预后似乎是良性的,但有必要进行前瞻性研究,寻找潜在的 "恶性MAD范围",以改善患者的风险分层。
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引用次数: 0
Clinical Utility of a Rapid 2D Balanced Steady State Free Precession Sequence with Deep Learning Reconstruction 采用深度学习重构技术的快速二维平衡稳态自由前序序列的临床实用性
IF 4.2 1区 医学 Q1 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2024-07-01 DOI: 10.1016/j.jocmr.2024.101069
Katerina Eyre, M. Rafiee, M. Leo, Junjie Ma, E. Hillier, Negin Amini, Josephine Pressacco, M. Janich, Xucheng Zhu, M. G. Friedrich, Michael Chetrit
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引用次数: 0
Double Aortic Arch: A Comparison of Fetal CMR, Postnatal CT and Surgical Findings. 双主动脉弓:胎儿 CMR、产后 CT 和手术结果的比较。
IF 4.2 1区 医学 Q1 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2024-07-01 DOI: 10.1016/j.jocmr.2024.101053
Milou Pm van Poppel, David Fa Lloyd, Johannes K Steinweg, Sujeev Mathur, James Wong, Vita Zidere, Simone Speggiorin, Haran Jogeesvaran, Reza Razavi, John M Simpson, Kuberan Pushparajah, Trisha V Vigneswaran

Background: In double aortic arch (DAA) one of the arches can demonstrate atretic portions postnatally, leading to diagnostic uncertainty due to overlap with isolated right aortic arch (RAA) variants. The main objective of this study is to demonstrate the morphological evolution of different DAA phenotypes from prenatal to postnatal life using 3D fetal cardiac magnetic resonance imaging (CMR) and postnatal CT/CMR imaging.

Methods: 3D fetal CMR was undertaken in fetuses with suspected DAA over a six-year period (Jan 2016 - Jan 2022). All cases with surgical confirmation of DAA were retrospectively studied and morphology on fetal CMR was compared to postnatal CT/CMR and surgical findings.

Results: 32 fetuses with surgically confirmed DAA underwent fetal CMR. All demonstrated a complete DAA with left-sided arterial duct. The RAA was dominant in 30/32 (94%). Postnatal CT/CMR was undertaken at median age of 3.3months (IQR 2.0-3.9) demonstrating DAA with patency of both arches in 9/32 (28%), with 6 showing signs of coarctation of the left aortic arch (LAA). The LAA isthmus was not present on CT/CMR in 22/32(69%), the transverse arch between left carotid and left subclavian artery was not present in 1 case.

Conclusions: Fetal CMR provides novel insights into perinatal evolution of DAA. The smaller LAA can develop coarctation or atresia related to postnatal constriction of the arterial duct, making diagnosis of DAA challenging with contrast-enhanced CT/CMR. This highlights the potentially important role for prenatal 3D vascular imaging and might improve intepretation of postnatal imaging.

背景:在双主动脉弓(DAA)中,其中一个主动脉弓在出生后可表现出闭锁部分,由于与孤立的右主动脉弓(RAA)变异重叠而导致诊断的不确定性。本研究的主要目的是利用三维胎儿心脏磁共振成像(CMR)和产后CT/CMR成像,展示不同DAA表型从出生前到出生后的形态演变。对所有经手术证实为 DAA 的病例进行回顾性研究,并将胎儿 CMR 的形态与产后 CT/CMR 和手术结果进行比较:结果:32 例经手术证实为 DAA 的胎儿接受了胎儿 CMR 检查。结果:32 例经手术确诊的 DAA 胎儿均接受了胎儿 CMR 检查。30/32(94%)的胎儿 RAA 为显性。中位年龄为 3.3 个月(IQR 2.0-3.9)时进行了产后 CT/CMR,结果显示 9/32 例(28%)患儿的 DAA 双侧动脉弓均通畅,其中 6 例出现左主动脉弓(LAA)闭塞的迹象。22/32(69%)例的 CT/CMR 未显示 LAA 峡,1 例未显示左颈动脉和左锁骨下动脉之间的横弓:胎儿CMR为DAA的围产期演变提供了新的见解。较小的 LAA 可因出生后动脉导管收缩而发生闭塞,这使得 DAA 的诊断对造影剂增强 CT/CMR 具有挑战性。这凸显了产前三维血管成像的潜在重要作用,并可能改善产后成像的解释。
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引用次数: 0
GPT-4 Analysis of MRI Reports in Suspected Myocarditis: A Multicenter Study 疑似心肌炎患者磁共振成像报告的 GPT-4 分析:一项多中心研究
IF 4.2 1区 医学 Q1 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2024-07-01 DOI: 10.1016/j.jocmr.2024.101068
Kenan Kaya, Carsten Gietzen, Robert Hahnfeldt, Maher Zoubi, Tilman Emrich, M. Halfmann, M. Sieren, Yannic Elser, Patrick Krumm, Jan M. Brendel, Konstantin Nikolaou, Nina Haag, J. Borggrefe, R. V. Krüchten, Katharina Müller-Peltzer, Constantin Ehrengut, Timm Denecke, A. Hagendorff, Lukas Goertz, R. Gertz, A. Bunck, D. Maintz, T. Persigehl, Simon Lennartz, Julian A. Luetkens, Astha Jaiswal, Andra-Iza Iuga, L. Pennig, J. Kottlors
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引用次数: 0
Automating Quality Control in Cardiac MRI: AI for Discriminative Assessment of Planning and Movement Artefacts and Real-Time Reacquisition Guidance 心脏磁共振成像质量控制自动化:人工智能对计划和运动伪影的判别评估以及实时再采集指导
IF 4.2 1区 医学 Q1 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2024-07-01 DOI: 10.1016/j.jocmr.2024.101067
H. Cheung, K. Vimalesvaran, Sameer Zaman, Michalis P. Michaelides, M. Shun-shin, D. Francis, Graham D. Cole, James P. Howard
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引用次数: 0
Prognostic value of myocardial deformation parameters for outcome prediction in tetralogy of Fallot. 心肌变形参数对法洛氏四联症预后的预测价值。
IF 4.2 1区 医学 Q1 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2024-07-01 DOI: 10.1016/j.jocmr.2024.101054
Subin K Thomas, Romina DSouza, Kate Hanneman, Gauri R Karur, Christian Houbois, Ayako Ishikita, Luigia D'Errico, Isaac Begun, Ming-Yen Ng, Rachel M Wald

Background: The prognostic value of myocardial deformation parameters in adults with repaired tetralogy of Fallot (rTOF) has not been well-elucidated. We therefore aimed to explore myocardial deformation parameters for outcome prediction in adults with rTOF using cardiovascular magnetic resonance imaging (CMR).

Methods: Adults with rTOF and at least moderate pulmonary regurgitation were identified from an institutional prospective CMR registry. Left ventricular (LV) and right ventricular (RV) global strains were recorded in longitudinal (GLS), circumferential (GCS), and radial (GRS) directions. Major adverse cardiovascular events (MACE) were defined as a composite of mortality, resuscitated sudden death, sustained ventricular tachycardia (>30 seconds), or heart failure (hospital admission >24 hours). In patients with pulmonary valve replacement (PVR), pre- and post-PVR CMR studies were analyzed to assess for predictors of complete RV reverse remodeling, defined as indexed RV end-diastolic volume (RVEDVi) <110 mL/m2. Logistic regression models were used to estimate the odds ratio (OR) per unit change in absolute strain value associated with clinical outcomes and receiver operator characteristic curves were constructed with area under the curve (AUC) for select CMR variables.

Results: We included 307 patients (age 35 ± 13 years, 59% (180/307) male). During 6.1 years (3.3-8.8) of follow-up, PVR was performed in 142 (46%) and MACE occurred in 31 (10%). On univariate analysis, baseline biventricular ejection fraction (EF), mass, and all strain parameters were associated with MACE. After adjustment for LVEF, only LV-GLS remained independently predictive of MACE (OR 0.822 [0.693-0.976] p = 0.025). Receiver operator curves identified an absolute LV-GLS value less than 15 and LVEF less than 51% as thresholds for MACE prediction (AUC 0.759 [0.655-0.840] and 0.720 [0.608-0.810]). After adjusting for baseline RVEDVi, RV-GCS (OR 1.323 [1.094-1.600] p = 0.004), LV-GCS (OR 1.276 [1.029-1.582] p = 0.027) and LV-GRS (OR 1.101 [1.0210-1.200], p = 0.028) were independent predictors of complete remodeling post-PVR remodeling.

Conclusion: Biventricular strain parameters predict clinical outcomes and post-PVR remodeling in rTOF. Further study will be necessary to establish the role of myocardial deformation parameters in clinical practice.

导言:法洛氏四联症(rTOF)成人患者心肌变形参数的预后价值尚未得到很好的阐明。因此,我们的目的是利用心血管磁共振成像(CMR),探讨心肌变形参数对成人法洛氏四联症患者预后的预测作用:方法:我们从一家机构的前瞻性 CMR 登记处找到了患有 rTOF 和至少中度肺动脉反流(PR)的成人。从纵向(GLS)、环向(GCS)和径向(GRS)三个方向记录左心室(LV)和右心室(RV)的整体应变。主要不良心血管事件(MACE)定义为死亡率、复苏后猝死、持续室性心动过速(>30 秒)或心力衰竭(入院时间>24 小时)的综合结果。对肺动脉瓣置换术(PVR)患者进行PVR前后CMR研究分析,以评估RV完全反向重塑的预测因素,我们将其定义为RV舒张末期容积指数(RVEDVi):我们共纳入了 307 名患者(年龄为 35±13 岁,59% 为男性)。在 6.1 年(3.3-8.8 年)的随访期间,142 名患者(46%)进行了肺动脉瓣置换术(PVR),31 名患者(10%)发生了 MACE。单变量分析显示,基线双心室射血分数(EF)、质量和所有应变参数都与MACE有关。调整 LVEF 后,只有 LVGLS 仍可独立预测 MACE(OR 0.822 [0.693-0.976] p=0.025)。接收器运算曲线确定了 LVGLS 绝对值小于 15 和 LVEF 结论:双心室应变参数可预测 rTOF 的临床预后和 PVR 后的重塑。有必要进行进一步研究,以确定心肌变形参数在临床实践中的作用。
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引用次数: 0
The effects of field strength on stimulated echo and motion-compensated spin-echo diffusion tensor cardiovascular magnetic resonance sequences. 场强对刺激回波和运动补偿自旋回波扩散张量心血管磁共振序列的影响。
IF 4.2 1区 医学 Q1 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2024-06-25 DOI: 10.1016/j.jocmr.2024.101052
Andrew D Scott, Ke Wen, Yaqing Luo, Jiahao Huang, Simon Gover, Rajkumar Soundarajan, Pedro F Ferreira, Dudley J Pennell, Sonia Nielles-Vallespin

Background: In-vivo diffusion tensor cardiovascular magnetic resonance (DT-CMR) is an emerging technique for microstructural tissue characterization in the myocardium. Most studies are performed at 3T, where higher signal-to-noise ratio (SNR) should benefit this signal-starved method. However, a few studies have suggested that DT-CMR is possible at 1.5T, where echo planar imaging artifacts may be less severe and 1.5T hardware is more widely available.

Methods: We recruited 20 healthy volunteers and performed mid-ventricular short-axis DT-CMR at 1.5T and 3T. Acquisitions were performed at peak systole and end-diastole using both stimulated echo acquisition mode (STEAM) and motion-compensated spin-echo (MCSE) sequences at matched spatial resolutions. DT-CMR parameters were averaged over the left ventricle and compared between 1.5T and 3T sequences using both datasets with and without the blow reference data included.

Results: Eleven (1.5T) and 12 (3T) diastolic MCSE acquisitions were rejected as the helix angle (HA) demonstrated <50% normal appearance circumferentially or the acquisition was abandoned due to poor image quality; a maximum of one acquisition was rejected for other datasets. Subjective HA map quality was significantly better at 3T than 1.5T for STEAM (p < 0.05), but not for MCSE and other DT-CMR quality measures were consistent with improvements in STEAM at 3T over 1.5T. When blow data were excluded, no significant differences in mean diffusivity were observed between field strengths, but fractional anisotropy was significantly higher at 1.5T than 3T for STEAM systole (p < 0.05). Absolute second eigenvector orientation (E2A, sheetlet angle) was significantly higher at 1.5T than 3T for MCSE systole and STEAM diastole, but significantly lower for STEAM systole (all p < 0.05). Transmural HA distribution was less steep at 1.5T than 3T for STEAM diastole data (p < 0.05). SNR was higher at 3T than 1.5T for all acquisitions (p < 0.05).

Conclusion: While 3T provides benefits in terms of SNR, both STEAM and MCSE can be performed at 1.5T. However, MCSE is unreliable in diastole at both field strengths and STEAM benefits from the improved SNR at 3T over 1.5T. Future clinical research studies may be able to leverage the wider availability of 1.5T CMR hardware where MCSE acquisitions are desirable.

背景:体内弥散张量 CMR(DT-CMR)是一种新兴的心肌微结构组织特征描述技术。大多数研究都是在 3T 下进行的,较高的信噪比(SNR)应有利于这种信号匮乏的方法。不过,也有少数研究表明,DT-CMR 可以在 1.5T 下进行,因为在 1.5T 下 EPI 伪影可能不那么严重,而且 1.5T 硬件也更容易获得:我们招募了 20 名健康志愿者,在 1.5 T 和 3 T 下进行了心室中轴短轴 DT-CMR 采集。采集在收缩高峰和舒张末期进行,使用刺激回波采集模式(STEAM)和运动补偿自旋回波(MCSE)序列,空间分辨率匹配。对左心室的 DT-CMR 参数进行了平均,并使用包含和不包含打击参考数据的两个数据集对 1.5 T 和 3 T 序列进行了比较:有 11 次(1.5T)和 12 次(3T)舒张期 MCSE 采集因螺旋角(HA)较低而被剔除,场强之间的平均弥散率没有观察到显著差异,但在 STEAM 收缩期,1.5T 的分数各向异性明显高于 3T(在所有采集中,3T 的犁状图像高于 1.5T 的犁状图像):虽然 3T 在信噪比方面有优势,但 STEAM 和 MCSE 均可在 1.5T 下进行。不过,MCSE 在两种场强下的舒张期都不可靠,而 STEAM 则得益于 3T 比 1.5T 更高的信噪比。未来的临床研究可能会利用更广泛的 1.5T CMR 硬件来进行 MCSE 采集。
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引用次数: 0
Improving the efficiency and accuracy of cardiovascular magnetic resonance with artificial intelligence-review of evidence and proposition of a roadmap to clinical translation. 利用人工智能提高 CMR 的效率和准确性--证据回顾与临床转化路线图建议。
IF 4.2 1区 医学 Q1 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2024-06-22 DOI: 10.1016/j.jocmr.2024.101051
Qiang Zhang, Anastasia Fotaki, Sona Ghadimi, Yu Wang, Mariya Doneva, Jens Wetzl, Jana G Delfino, Declan P O'Regan, Claudia Prieto, Frederick H Epstein

Background: Cardiovascular magnetic resonance (CMR) is an important imaging modality for the assessment of heart disease; however, limitations of CMR include long exam times and high complexity compared to other cardiac imaging modalities. Recently advancements in artificial intelligence (AI) technology have shown great potential to address many CMR limitations. While the developments are remarkable, translation of AI-based methods into real-world CMR clinical practice remains at a nascent stage and much work lies ahead to realize the full potential of AI for CMR.

Methods: Herein we review recent cutting-edge and representative examples demonstrating how AI can advance CMR in areas such as exam planning, accelerated image reconstruction, post-processing, quality control, classification and diagnosis.

Results: These advances can be applied to speed up and simplify essentially every application including cine, strain, late gadolinium enhancement, parametric mapping, 3D whole heart, flow, perfusion and others. AI is a unique technology based on training models using data. Beyond reviewing the literature, this paper discusses important AI-specific issues in the context of CMR, including (1) properties and characteristics of datasets for training and validation, (2) previously published guidelines for reporting CMR AI research, (3) considerations around clinical deployment, (4) responsibilities of clinicians and the need for multi-disciplinary teams in the development and deployment of AI in CMR, (5) industry considerations, and (6) regulatory perspectives.

Conclusions: Understanding and consideration of all these factors will contribute to the effective and ethical deployment of AI to improve clinical CMR.

心血管磁共振(CMR)是评估心脏病的一种重要成像模式;然而,与其他心脏成像模式相比,CMR 存在检查时间长、复杂性高等局限性。最近,人工智能(AI)技术的进步显示出解决 CMR 许多局限性的巨大潜力。虽然这些发展令人瞩目,但将基于人工智能的方法转化为现实世界中的 CMR 临床实践仍处于起步阶段,要充分发挥人工智能在 CMR 方面的潜力还有很多工作要做。在此,我们将回顾最近的前沿和代表性案例,展示人工智能如何在检查计划、加速图像重建、后处理、质量控制、分类和诊断等领域推动 CMR 的发展。这些进步可用于加快和简化各种应用,包括电影、应变、后期钆增强、参数图、三维全心、血流、灌注等。人工智能是一种基于数据训练模型的独特技术。除了回顾文献外,本文还讨论了 CMR 中重要的人工智能特定问题,包括:(1) 用于训练和验证的数据集的属性和特征;(2) 以前发布的 CMR 人工智能研究报告指南;(3) 临床部署方面的考虑因素;(4) 临床医生的责任以及在 CMR 中开发和部署人工智能时多学科团队的必要性;(5) 行业考虑因素;(6) 监管角度。了解和考虑所有这些因素将有助于有效和合乎道德地部署人工智能,以改善临床 CMR。
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引用次数: 0
Thoracic duct drainage patterns in heterotaxy. 异位症的胸导管引流模式。
IF 4.2 1区 医学 Q1 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2024-06-21 DOI: 10.1016/j.jocmr.2024.101050
Daniel A Castellanos, Emily M Bucholz, Katherine Bai, Jesse J Esch, David Hoganson, Stephen P Sanders, Raja Shaikh, Sunil J Ghelani, David N Schidlow

Background: Disordered lymphatic drainage is common in congenital heart diseases (CHD), but thoracic duct (TD) drainage patterns in heterotaxy have not been described in detail. This study sought to describe terminal TD sidedness in heterotaxy and its associations with other anatomic variables.

Methods: This was a retrospective, single-center study of patients with heterotaxy who underwent cardiovascular magnetic resonance imaging at a single center between July 1, 2019 and May 15, 2023. Patients with (1) asplenia (right isomerism), (2) polysplenia (left isomerism) and (3) pulmonary/abdominal situs inversus (PASI) plus CHD were included. Terminal TD sidedness was described as left-sided, right-sided, or bilateral.

Results: Of 115 eligible patients, the terminal TD was visualized in 56 (49 %). The terminal TD was left-sided in 25 patients, right-sided in 29, and bilateral in two. On univariate analysis, terminal TD sidedness was associated with atrial situs (p = 0.006), abdominal situs (p = 0.042), type of heterotaxy (p = 0.036), the presence of pulmonary obstruction (p = 0.041), superior vena cava sidedness (p = 0.005), and arch sidedness (p < 0.001). On multivariable analysis, only superior vena cava and aortic arch sidedness were independently associated with terminal TD sidedness.

Conclusions: Terminal TD sidedness is highly variable in patients with heterotaxy. Superior vena cava and arch sidedness are independently associated with terminal TD sidedness. Type of heterotaxy was not independently associated with terminal TD sidedness. This data improves the understanding of anatomic variation in patients with heterotaxy and may be useful for planning for lymphatic interventions.

背景:淋巴引流障碍在先天性心脏病(CHD)中很常见,但尚未详细描述胸导管(TD)异位的引流模式。本研究试图描述异位症的末端 TD 侧向性及其与其他解剖变量的关联:这是一项回顾性单中心研究,研究对象为2019年7月1日至2023年5月15日期间在单中心接受心血管磁共振成像检查的异位患者。研究纳入了(1)asplenia(右侧异位)、(2)polysplenia(左侧异位)和(3)pulmonary/abdominal situs inversus (PASI)加CHD的患者。终末 TD 侧位分为左侧、右侧或双侧:结果:在 115 名符合条件的患者中,56 人(49%)的终末 TD 可视化。25 例患者的终末 TD 为左侧,29 例为右侧,2 例为双侧。单变量分析显示,终末 TD 侧位与心房位置(p = 0.006)、腹部位置(p = 0.042)、异位类型(p = 0.036)、是否存在肺梗阻(p = 0.041)、上腔静脉侧位(p = 0.005)和弓侧位(p < 0.001)相关。在多变量分析中,只有上腔静脉和主动脉弓侧位与终末 TD 侧位独立相关:结论:异位患者的终末 TD 侧度变化很大。结论:异位患者的终末 TD 侧度变化很大,上腔静脉和主动脉弓侧度与终末 TD 侧度独立相关。异位类型与终末 TD 侧度无独立关联。这些数据加深了人们对异位患者解剖变异的了解,可能有助于制定淋巴干预计划。
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Journal of Cardiovascular Magnetic Resonance
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