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Prognostic Implications of the Periaortic Fat Attenuation Index in Uncomplicated Type B Aortic Dissection. 无并发症B型主动脉夹层主动脉周围脂肪衰减指数的预后意义。
IF 4.2 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-10-01 DOI: 10.1148/ryct.240521
Yusuke Adachi, Kazutaka Ueda, Yuka Otaki, Masaki Hashimoto, Hiroyuki Sowa, Takuya Kawahara, Genri Numata, Shun Nakamura, Munetoshi Hinata, Masae Uehara, Yosuke Inaba, Nobuhiko Itoh, Jiro Sato, Masashi Kasao, Atsuko Nakayama, Kaori Takada, Yoshiyuki Mizutani, Tomohiro Iwakura, Haruo Yamauchi, Naoyuki Kimura, Atsushi Yamaguchi, Eiki Takimoto, Tetsuo Ushiku, Victor Y Cheng, Minoru Ono, Kenichi Sakakura, Hideo Fujita, Nobuo Iguchi, Mitsuaki Isobe, Hiroyuki Morita, Issei Komuro

Purpose To evaluate the prognostic value of the periaortic fat attenuation index (FAI), which noninvasively captures vascular inflammation on noncontrast CT images, in managing uncomplicated type B aortic dissection (TBAD). Materials and Methods In this retrospective multicenter study (January 2011-December 2022), an automated machine learning algorithm measured periaortic FAI of the descending thoracic aorta at noncontrast CT. Patients who underwent CT for chest or back pain were included to compare FAI between those with acute aortic dissection, including both type A and B, and those without. Further, prognostic evaluation of patients with uncomplicated TBAD was conducted using multivariable Cox proportional hazards regression. Results A total of 688 patients (median age, 69 years [IQR, 56-79]; 400 male patients), including 380 with acute aortic dissection and 308 without, were analyzed for the diagnostic characteristics of FAI, and 135 patients with uncomplicated TBAD (median age, 70 years [IQR, 59-79]; 90 male patients) were followed up for prognosis. FAI values at initial presentation were higher in patients with acute aortic dissection than in those without (median, -74.5 vs -78.7 HU; P < .001). In patients with uncomplicated TBAD, FAI values peaked on the 6th day after onset. These patients were divided into two groups according to the median peak FAI value of -64 HU. During a median follow up of 529 days, those with higher peak FAI values (≥-64 HU) had higher rates of all-cause death and aortic events (log-rank P < .001). High peak FAI independently predicted these events (adjusted hazard ratio, 4.54 [95% CI: 1.69, 12.21]; P = .003). Conclusion A higher peak FAI value was an independent risk factor for adverse events in patients with uncomplicated TBAD. Keywords: Acute Aortic Dissection, Fat Attenuation Index, Noncontrast CT, Perivascular Adipose Tissue, Prognosis UMIN Clinical Trials Registry (AIDFAI study no. UMIN000053435). Supplemental material is available for this article. © The Author(s) 2025. Published by the Radiological Society of North America under a CC BY 4.0 license.

目的评价主动脉周围脂肪衰减指数(FAI)在治疗无并发症的B型主动脉夹层(TBAD)中的预后价值,FAI可在非对比CT图像上无创地捕捉血管炎症。材料和方法在这项回顾性多中心研究(2011年1月- 2022年12月)中,采用自动机器学习算法在非对比CT上测量胸降主动脉主动脉周围FAI。研究纳入了因胸部或背部疼痛而接受CT检查的患者,以比较急性主动脉夹层患者(包括A型和B型)与非急性主动脉夹层患者的FAI。此外,使用多变量Cox比例风险回归对无并发症TBAD患者的预后进行评估。结果对688例患者(中位年龄69岁[IQR, 56-79],男性400例)进行FAI诊断特征分析,其中急性主动脉夹层380例,非急性主动脉夹层308例;对135例无并发症TBAD患者(中位年龄70岁[IQR, 59-79],男性90例)进行预后随访。急性主动脉夹层患者的初始FAI值高于无主动脉夹层患者(中位数,-74.5 vs -78.7 HU; P < 0.001)。在未合并TBAD的患者中,FAI值在发病后第6天达到峰值。根据FAI峰值中位数为-64 HU分为两组。在中位随访529天期间,FAI峰值较高(≥-64 HU)的患者全因死亡和主动脉事件发生率较高(log-rank P < 0.001)。高峰值FAI独立预测了这些事件(调整后的风险比为4.54 [95% CI: 1.69, 12.21]; P = 0.003)。结论较高的峰值FAI值是单纯性TBAD患者不良事件发生的独立危险因素。关键词:急性主动脉夹层,脂肪衰减指数,非对比CT,血管周围脂肪组织,预后UMIN000053435)。本文有补充材料。©作者2025。由北美放射学会在CC by 4.0许可下发布。
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引用次数: 0
Cardiovascular MRI Feature-Tracking Strain Rate for Assessment of Diastolic Function. 心血管MRI特征跟踪应变率评估舒张功能。
IF 4.2 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-10-01 DOI: 10.1148/ryct.240447
Jian L Yeo, Abhishek Dattani, Aseel Alfuhied, Anna-Marie Marsh, Kelly S Parke, Sarah L Ayton, Lavanya Athithan, Joanna M Bilak, Alastair J Moss, Emer M Brady, J Ranjit Arnold, Prathap Kanagala, Christopher D Steadman, Matthew P M Graham-Brown, Melanie J Davies, Anvesha Singh, Iain B Squire, Leong L Ng, Gaurav S Gulsin, Gerry P McCann

Purpose To compare left ventricular (LV) peak early diastolic strain rate (PEDSR) and peak late diastolic strain rate (PLDSR) using cardiac MRI feature tracking (FT) across a spectrum of diastolic dysfunction and determine the association between diastolic strain rates and cardiac remodeling. Materials and Methods Between October 2008 and December 2022, cardiac MRI and echocardiography were performed in prospectively recruited cohorts with type 2 diabetes mellitus, heart failure with preserved ejection fraction, and severe aortic stenosis, as well as asymptomatic participants without diabetes. Diastolic dysfunction was classified using established echocardiography guidelines. Global circumferential and longitudinal PEDSR and PLDSR were measured at cardiac MRI. Linear regression was performed to identify independent associations between LV diastolic strain rates and remodeling. Results A total of 600 participants (mean age, 65.2 years ± 8.4 [SD]; 361 of 600 male participants [60%]) were included. Proportions of participants with normal diastolic function and those with grade 1, indeterminate, and grade 2 or 3 diastolic dysfunction were 92 of 600 (15%), 401 of 600 (67%), 85 of 600 (14%), and 22 of 600 (4%), respectively. Compared with participants who had normal function, PEDSR decreased in those with grade 1 dysfunction (circumferential PEDSR, 0.99 sec-1 ± 0.22 vs 0.81 sec-1 ± 0.24 [P < .001]; longitudinal PEDSR, 0.79 sec-1 ± 0.19 vs 0.60 sec-1 ± 0.19 [P < .001]) and remained low throughout worsening stages of diastolic dysfunction. In contrast, compared with participants who had normal diastolic function, PLDSR increased in those with grade 1 dysfunction (circumferential PLDSR, 0.70 sec-1 ± 0.17 vs 0.82 sec-1 ± 0.23 [P < .001]; longitudinal PLDSR, 0.73 sec-1 ± 0.18 vs 0.80 sec-1 ± 0.27 [P < .001]) and declined progressively with worsening diastolic dysfunction. After multivariable adjustment for risk factors, inverse associations persisted between PEDSR and PLDSR with cardiac remodeling. Conclusion A distinctive pattern of cardiac MRI FT early and late diastolic strain rates was observed across the range of diastolic dysfunction. Keywords: Diastolic Dysfunction, Peak Early Diastolic Strain Rate, Peak Late Diastolic Strain Rate, Feature Tracking Supplemental material is available for this article. © The Author(s) 2025. Published by the Radiological Society of North America under a CC BY 4.0 license.

目的利用心脏MRI特征跟踪(FT)技术比较左室(LV)舒张早期峰值应变率(PEDSR)和舒张晚期峰值应变率(PLDSR)在舒张功能障碍频谱上的差异,并确定舒张期应变率与心脏重构之间的关系。材料和方法在2008年10月至2022年12月期间,对前瞻性招募的2型糖尿病、保留射血分数的心力衰竭、严重主动脉瓣狭窄以及无糖尿病的无症状参与者进行心脏MRI和超声心动图检查。舒张功能障碍的分类使用既定的超声心动图指南。在心脏MRI上测量整体周向和纵向PEDSR和PLDSR。进行线性回归以确定左室舒张应变率与重构之间的独立关联。结果共纳入600例受试者,平均年龄65.2岁±8.4 [SD]; 600例男性受试者中有361例(60%)。舒张功能正常和1级、不确定、2级或3级舒张功能不全的参与者比例分别为600人中92人(15%)、600人中401人(67%)、600人中85人(14%)和22人(4%)。与功能正常的受试者相比,1级功能障碍患者的PEDSR降低(环向PEDSR, 0.99秒-1±0.22 vs 0.81秒-1±0.24 [P < .001];纵向PEDSR, 0.79秒-1±0.19 vs 0.60秒-1±0.19 [P < .001]),并在舒张功能障碍恶化阶段保持较低水平。相比之下,与舒张功能正常的参与者相比,1级功能障碍患者的PLDSR增加(环向PLDSR, 0.70秒-1±0.17 vs 0.82秒-1±0.23 [P < 0.001];纵向PLDSR, 0.73秒-1±0.18 vs 0.80秒-1±0.27 [P < 0.001]),并随着舒张功能障碍的恶化而逐渐下降。在对危险因素进行多变量调整后,PEDSR和PLDSR与心脏重构之间仍然存在负相关。结论在舒张功能不全范围内,心脏MRI - FT舒张早期和晚期应变率具有独特的模式。关键词:舒张功能障碍,舒张早期峰值应变率,舒张晚期峰值应变率,特征跟踪©作者2025。由北美放射学会在CC by 4.0许可下发布。
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引用次数: 0
Clinical Implementation of Inspiratory-Expiratory Chest CT: Defining Quality Criteria for Diagnostic Quality and Detection of Concurrent FEV1 Decline following Lung Transplantation. 吸气-呼气胸部CT的临床应用:确定肺移植后并发FEV1下降诊断质量和检测的质量标准。
IF 4.2 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-10-01 DOI: 10.1148/ryct.240468
Roshun Sankaran, Alexander Cypro, Kyle Hasenstab, Alta Mason Steward, Kamyar Afshar, Eugene Golts, Jonathan Chung, Albert Hsiao

Purpose To define criteria for evaluating the diagnostic adequacy of expiratory CT and use these criteria to evaluate how expiratory quality affects the performance of quantitative air trapping in predicting the presence and progression of chronic lung allograft dysfunction (CLAD). Materials and Methods Consecutive post-lung transplantation inspiratory-expiratory chest CT scans acquired at the authors' institution between March 2020 and November 2023 were retrospectively evaluated for diagnostic adequacy by grading the tracheal morphology on expiratory CT scans and comparing CT lung volume measurements with spirometry data. Lung volumes and voxelwise air trapping were measured using a deep learning algorithm. Air trapping was compared against changes in spirometry data at baseline and follow-up using Pearson correlation and receiver operating characteristic curve analysis. Results A total of 603 inspiratory-expiratory chest CT scans in 192 patients who underwent lung transplantation (mean age, 57.2 years ± 13.3 [SD]); 121 male patients) were evaluated. Tracheal morphology was identified as predominantly convex on 29% (175 of 613) of the CT scans, resulting in an overestimation of the expiratory volume in these studies. The correlation of the lung volume measurements between CT and spirometry improved with tracheal concavity. A baseline air trapping level of 50% had 82.6% specificity and 34.0% sensitivity for diagnosing CLAD on studies with predominantly concave or flat morphology and a volume change of 1.0 L or greater. A 20% increase in air trapping resulted in 92.1% specificity and 20.0% sensitivity for a concurrent 10% decline in the forced expiratory volume in 1 second (FEV1). Conclusion Tracheal morphology was used to assess the diagnostic adequacy of expiratory phase CT. Increased air trapping was highly specific, but not very sensitive, for predicting an FEV1 decline and helped in the diagnosis and monitoring of CLAD progression. Keywords: CT, CT-Quantitative, Pulmonary, Lung, Physiological Studies, QA/QC, Transplantation, Technology Assessment, Quality Assurance, Artificial Intelligence, Air Trapping, Bronchiolitis Obliterans, Lung Transplant Supplemental material is available for this article. © RSNA, 2025.

目的定义评估呼气CT诊断充分性的标准,并利用这些标准评估呼气质量如何影响定量空气捕获在预测慢性同种异体肺功能障碍(chronic lung allograft dysfunction, CLAD)存在和进展方面的表现。材料和方法在作者所在机构于2020年3月至2023年11月期间连续获得肺移植后吸气-呼气胸部CT扫描,通过对呼气CT扫描的气管形态进行分级,并将CT肺容量测量值与肺活量测定数据进行比较,回顾性评估诊断的充分性。使用深度学习算法测量肺体积和体向空气捕获。利用Pearson相关性和受试者工作特征曲线分析,将空气捕获与基线和随访时肺活量数据的变化进行比较。结果192例肺移植患者共进行603次吸气呼气胸部CT扫描(平均年龄57.2岁±13.3 [SD]);121例男性患者)进行评估。在613次CT扫描中,有29%(175次)的气管形态主要为凸形,导致这些研究中对呼气量的高估。CT肺容量测量与肺活量测量的相关性随着气管凹陷而提高。基线空气捕获水平为50%,对于以凹形或扁平形态为主且体积变化1.0 L或更大的研究,诊断CLAD的特异性为82.6%,敏感性为34.0%。空气捕获增加20%,导致对1秒内用力呼气量(FEV1)同时下降10%的特异性为92.1%,敏感性为20.0%。结论气管形态可作为呼气期CT诊断的依据。增加的空气捕获对于预测FEV1下降具有高度特异性,但不是非常敏感,有助于诊断和监测CLAD进展。关键词:CT, CT定量,肺,肺,生理研究,QA/QC,移植,技术评估,质量保证,人工智能,空气捕获,闭塞性细支气管炎,肺移植©rsna, 2025。
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引用次数: 0
Temporal Trends in Device-related Thrombosis Following Left Atrial Appendage Occlusion: A Systematic Review and Meta-Analysis. 左心耳闭塞后器械相关血栓形成的时间趋势:系统回顾和荟萃分析。
IF 4.2 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-10-01 DOI: 10.1148/ryct.240361
Tannaz Rajabi, Wei Li, Seyed Ali Nabipoorashrafi, Hamid Chalian

Purpose To perform a systematic review and meta-analysis to evaluate longitudinal trends in the incidence of device-related thrombosis (DRT) following left atrial appendage occlusion (LAAO), with the aim of informing future postprocedural surveillance schedules. Materials and Methods PubMed, Embase, and Cochrane Library databases were retrospectively searched up to May 2023 for clinical trials and observational studies with at least 20 adults who underwent LAAO and had a DRT detected with CT or transesophageal echocardiography. DRT events were stratified by time since procedure, and cumulative incidence rates were calculated using random-effects and mixed-effects models. Quality assessments were completed using the Risk Of Bias In Non-randomized Studies-of Interventions (ROBINS-I) and Strengthening the Reporting of Observational Studies in Epidemiology (STROBE) guidelines. Results A review of 2181 records resulted in the inclusion of 96 articles, encompassing 18 024 patients (mean ages ranged from 63.5 years ± 7.3 [SD] to 92.9 years ± 2.8; 61.7% male [11 121 of 18 024]). The total DRT incidence was 2.65% (478 of 18 024; range, 0%-17.5%). The mean cumulative DRT incidence rates using the random-effects model were 0.83% (n = 996; 95% CI: 0.23, 2.98; I2 = 0.0%) at 30 days, 1.24% (n = 10 909; 95% CI: 0.90, 1.70; I2 = 37.3%) at 45 days, 2.14% (n = 4559; 95% CI: 1.41, 3.25; I2 = 36.9%) at 90 days, 2.06% (n = 8088; 95% CI: 1.45, 2.92; I2 = 62.5%) at 180 days, and 2.9% (n = 7346; 95% CI: 2.07, 4.06; I2 = 70.6%) beyond 180 days. Similar results were achieved with the mixed-effects model. Conclusion DRT incidence changed over time following LAAO. The greatest rise in the incidence occurred during the first 90 days after the procedure, although the cumulative rates continued to increase beyond 180 days. Keywords: Device-related Thrombosis, Left Atrial Appendage Occlusion, Meta-analysis, Transesophageal Echocardiography, CT Supplemental material is available for this article. © RSNA, 2025.

目的通过系统回顾和荟萃分析,评估左心耳闭塞(LAAO)术后器械相关血栓(DRT)发生率的纵向趋势,为今后的术后监测计划提供信息。材料和方法回顾性检索PubMed、Embase和Cochrane图书馆数据库,检索截至2023年5月的临床试验和观察性研究,其中至少有20名成年人接受了LAAO并通过CT或经食管超声心动图检测到DRT。DRT事件按手术后时间分层,并使用随机效应和混合效应模型计算累积发病率。质量评估采用非随机干预研究的偏倚风险(ROBINS-I)和加强流行病学观察性研究报告(STROBE)指南完成。结果共纳入2181份文献,纳入96篇文献,纳入18024例患者(平均年龄63.5岁±7.3岁[SD] ~ 92.9岁±2.8岁;61.7%为男性[18024例中有11121例])。DRT总发生率为2.65%(18024例中478例,范围为0%-17.5%)。用的随机影响模型的平均累积DRT发病率是0.83% (n = 996; 95%置信区间:0.23,2.98;I2 = 0.0%)在30天内,1.24% (n = 909; 95%置信区间:0.90,1.70;I2 = 37.3%)在45天,2.14% (n = 4559; 95%置信区间:1.41,3.25;I2 = 36.9%)在90天,2.06% (n = 8088; 95%置信区间:1.45,2.92;I2 = 62.5%)在180天,和2.9% (n = 7346; 95%置信区间:2.07,4.06;I2 = 70.6%)超过180天。混合效应模型也得到了类似的结果。结论LAAO后DRT发生率随时间变化。发病率的最大上升发生在手术后的前90天,尽管累积率在180天以后继续增加。关键词:器械相关血栓形成,左心耳闭塞,meta分析,经食管超声心动图,CT©rsna, 2025。
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引用次数: 0
Glycogen Storage Disease Type III: The Critical Role of Cardiac MRI in Detecting Insidious Progression. 糖原储存病III型:心脏MRI在检测潜伏进展中的关键作用。
IF 4.2 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-10-01 DOI: 10.1148/ryct.250025
Siying Ma, Jiaqi Xu, Hongjie Hu

Glycogen storage disease type III (GSDIII) is a metabolic disorder characterized by glycogen accumulation in tissues, such as the liver, skeletal muscle, and myocardium. While cardiac involvement is rare, it can result in serious complications including cardiomyopathy and arrhythmias. The cardiac manifestations of GSDIII have been scarcely reported. This case demonstrates the role of cardiac MRI in evaluating myocardial involvement in a patient with GSDIII, highlights the progression of myocardial changes over a 2-year follow-up period, and finds two novel heterozygous AGL mutations, expanding the spectrum of known AGL mutation in Chinese patients with GSDIII. Keywords: Cardiac, MR-Imaging, Myocardium Supplemental material is available for this article. © RSNA, 2025.

糖原储存病III型(GSDIII)是一种代谢性疾病,其特征是糖原在组织中积累,如肝脏、骨骼肌和心肌。虽然心脏受累是罕见的,它可以导致严重的并发症,包括心肌病和心律失常。GSDIII的心脏表现鲜有报道。本病例证明了心脏MRI在评估GSDIII患者心肌受损伤中的作用,强调了2年随访期间心肌变化的进展,并发现了两个新的杂合AGL突变,扩大了中国GSDIII患者已知的AGL突变谱。关键词:心脏,核磁共振成像,心肌,本文有补充资料。©rsna, 2025。
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引用次数: 0
Impact of Deep Learning-based Artificial Intelligence Assistance on Reader Agreement in Coronary CT Angiography Interpretation. 基于深度学习的人工智能辅助对冠状动脉CT血管造影解读中读者一致性的影响。
IF 4.2 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-10-01 DOI: 10.1148/ryct.240563
Roberto Farì, Marly van Assen, Raymundo Quintana, Philipp von Knebel Doeberitz, Benjamin Böttcher, Guido Ligabue, Alex Rezai, Max Schoebinger, George S K Fung, Carlo N De Cecco

Purpose To evaluate the impact of a fully automated, multitask deep learning (DL) algorithm on interreader agreement of coronary artery disease (CAD) detection and stenosis classification using coronary CT angiography (CCTA). Materials and Methods This retrospective study included CCTA examinations (n = 623 patients) performed for clinical indications on CT systems from multiple vendors between January 2010 and December 2019. An expert reader (reader 1) analyzed all CCTA scans manually and with artificial intelligence (AI)-assisted reading at the lesion, coronary segment, and patient levels using the CAD Reporting and Data System (CAD-RADS). The AI algorithm detected, quantified, and classified coronary lesions. Interreader agreement was evaluated using a second expert reader (reader 2), who analyzed a randomly selected subset of 274 patients. CAD-RADS scores from radiologist reports (reader 3) were available for 362 patients. In a subgroup of 30 patients with disagreements, R2 also interpreted the cases using AI assistance. Agreement between readings, with and without AI, was assessed using Spearman correlation, and logistic regression and mixed models evaluated the impact of AI-assisted reading on CAD-RADS classification. Results The final study sample included 11 214 coronary segments analyzed from 623 patients (mean age ± SD, 54.8 years ± 15.7; 341 male). Of these patients, 295 (47.9%) had no CAD (CAD-RADS 0), 213 (33.6%) had low risk of coronary obstruction (CAD-RADS < 3), and 115 (18.5%) had high risk of obstructive disease (CAD-RADS ≥ 3). With AI assistance, reader 1 demonstrated improved agreement with reader 2 (ρ = 0.899-0.949; P < .001) and reader 3 (ρ = 0.889-0.938; P < .001). In the subgroup with reader 1-AI disagreement, agreement between reader 1 and reader 2 was low with manual readings (ρ = 0.688) but increased substantially when both readers used AI-assisted reading (ρ = 0.975; P < .001). Conclusion AI-assisted reading using a DL algorithm significantly improved interreader agreement for CAD-RADS classification at CCTA. Keywords: Applications - CT, CT-Coronary Angiography, Deep Learning Supplemental material is available for this article. © RSNA, 2025.

目的评估全自动、多任务深度学习(DL)算法对冠状动脉CT血管造影(CCTA)冠状动脉疾病(CAD)检测和狭窄分类的解读者一致性的影响。材料和方法本回顾性研究包括2010年1月至2019年12月期间在多家供应商的CT系统上进行临床适应症的CCTA检查(n = 623例患者)。一位专家阅读者(阅读者1)使用CAD报告和数据系统(CAD- rads),在病变、冠状动脉段和患者水平上,通过人工智能(AI)辅助阅读,手动分析了所有CCTA扫描。人工智能算法检测、量化和分类冠状动脉病变。使用第二个专家阅读者(阅读者2)评估解读者之间的一致性,该阅读者分析了随机选择的274例患者。来自放射科医生报告(读者3)的CAD-RADS评分可用于362例患者。在一个由30名意见不一致的患者组成的亚组中,R2也使用人工智能辅助来解释病例。使用Spearman相关性评估有人工智能和没有人工智能的阅读之间的一致性,并使用逻辑回归和混合模型评估人工智能辅助阅读对CAD-RADS分类的影响。结果623例患者(平均年龄±SD, 54.8岁±15.7岁,男性341例)共11 214个冠状动脉段。其中295例(47.9%)无冠心病(CAD- rads 0), 213例(33.6%)冠脉梗阻风险低(CAD- rads < 3), 115例(18.5%)冠脉梗阻风险高(CAD- rads≥3)。在人工智能的帮助下,读者1与读者2 (ρ = 0.899-0.949; P < .001)和读者3 (ρ = 0.889-0.938; P < .001)表现出更好的一致性。在阅读者1- ai不一致的亚组中,阅读者1和阅读者2在人工阅读时一致性较低(ρ = 0.688),但在两名阅读者都使用ai辅助阅读时一致性显著提高(ρ = 0.975; P < .001)。结论使用DL算法的人工智能辅助阅读显著提高了CCTA CAD-RADS分类的解释器一致性。关键词:应用- CT, CT冠状动脉造影术,深度学习本文提供补充材料。©rsna, 2025。
{"title":"Impact of Deep Learning-based Artificial Intelligence Assistance on Reader Agreement in Coronary CT Angiography Interpretation.","authors":"Roberto Farì, Marly van Assen, Raymundo Quintana, Philipp von Knebel Doeberitz, Benjamin Böttcher, Guido Ligabue, Alex Rezai, Max Schoebinger, George S K Fung, Carlo N De Cecco","doi":"10.1148/ryct.240563","DOIUrl":"https://doi.org/10.1148/ryct.240563","url":null,"abstract":"<p><p>Purpose To evaluate the impact of a fully automated, multitask deep learning (DL) algorithm on interreader agreement of coronary artery disease (CAD) detection and stenosis classification using coronary CT angiography (CCTA). Materials and Methods This retrospective study included CCTA examinations (<i>n</i> = 623 patients) performed for clinical indications on CT systems from multiple vendors between January 2010 and December 2019. An expert reader (reader 1) analyzed all CCTA scans manually and with artificial intelligence (AI)-assisted reading at the lesion, coronary segment, and patient levels using the CAD Reporting and Data System (CAD-RADS). The AI algorithm detected, quantified, and classified coronary lesions. Interreader agreement was evaluated using a second expert reader (reader 2), who analyzed a randomly selected subset of 274 patients. CAD-RADS scores from radiologist reports (reader 3) were available for 362 patients. In a subgroup of 30 patients with disagreements, R2 also interpreted the cases using AI assistance. Agreement between readings, with and without AI, was assessed using Spearman correlation, and logistic regression and mixed models evaluated the impact of AI-assisted reading on CAD-RADS classification. Results The final study sample included 11 214 coronary segments analyzed from 623 patients (mean age ± SD, 54.8 years ± 15.7; 341 male). Of these patients, 295 (47.9%) had no CAD (CAD-RADS 0), 213 (33.6%) had low risk of coronary obstruction (CAD-RADS < 3), and 115 (18.5%) had high risk of obstructive disease (CAD-RADS ≥ 3). With AI assistance, reader 1 demonstrated improved agreement with reader 2 (ρ = 0.899-0.949; <i>P</i> < .001) and reader 3 (ρ = 0.889-0.938; <i>P</i> < .001). In the subgroup with reader 1-AI disagreement, agreement between reader 1 and reader 2 was low with manual readings (ρ = 0.688) but increased substantially when both readers used AI-assisted reading (ρ = 0.975; <i>P</i> < .001). Conclusion AI-assisted reading using a DL algorithm significantly improved interreader agreement for CAD-RADS classification at CCTA. <b>Keywords:</b> Applications - CT, CT-Coronary Angiography, Deep Learning <i>Supplemental material is available for this article.</i> © RSNA, 2025.</p>","PeriodicalId":21168,"journal":{"name":"Radiology. Cardiothoracic imaging","volume":"7 5","pages":"e240563"},"PeriodicalIF":4.2,"publicationDate":"2025-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145252422","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Optimizing Xenon 129 Ventilation MRI in Cystic Fibrosis with Spiral Imaging and Flip-Angle Correction. 利用螺旋成像和翻转角度校正优化氙129通气MRI在囊性纤维化中的应用。
IF 4.2 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-10-01 DOI: 10.1148/ryct.240574
Riaz Hussain, Joseph W Plummer, Abdullah S Bdaiwi, Matthew M Willmering, Elizabeth L Kramer, Laura L Walkup, Zackary I Cleveland
<p><p>Purpose To implement and evaluate two-dimensional spiral hyperpolarized xenon 129 (<sup>129</sup>Xe) ventilation MRI with flip-angle (FA) correction, as compared with conventional N4ITK (N4) correction, in healthy individuals and those with cystic fibrosis (CF). Materials and Methods In this prospective study, participants with mild CF and age-matched healthy control participants underwent <sup>129</sup>Xe ventilation MRI using both rapid spiral (approximately 3 seconds) and conventional Cartesian (approximately 10 seconds) acquisitions. Images were corrected using N4 bias correction, and ventilation defect percentage (VDP) was calculated using median-anchored generalized linear binning (mGLB). Separately, B<sub>1</sub> inhomogeneities in spiral images were FA-corrected and analyzed using mGLB. Gravitational gradients in ventilation were quantified from uncorrected and N4- and FA-corrected images in healthy participants. VDP from N4-corrected (VDP<sub>N4</sub>) and FA-corrected (VDP<sub>FA</sub>) images were compared between participant groups and against reader-segmented VDP (VDP<sub>RS</sub>). Statistical analyses included Wilcoxon signed rank test, Pearson correlation, and Bland-Altman analysis. Results The final analysis included 38 participants with CF (mean age, 16 years ± 6 [SD]; 20 female) and 25 healthy controls (mean age, 18 years ± 7; 13 male). Qualitatively, Cartesian and spiral acquisitions produced similar regional ventilation images. There was no evidence of a difference in VDP<sub>N4</sub> between acquisition types (Cartesian = 9.1% ± 8.1; spiral = 9.3% ± 8.7; <i>P</i> = .97) with strong correlation (<i>r</i><sup>2</sup> = 0.95; <i>P</i> < .001) and no systemic bias (mean difference, -0.2%; 95% CI: 3.6, -3.9). FA correction removed coil-related inhomogeneities while preserving physiologic heterogeneity, including gravitational gradients that were removed by N4 correction (mean slope in healthy participants: FA-corrected = 0.026 <i>S</i><sub>Norm</sub>/cm ± 0.013; N4-corrected = 0.002 <i>S</i><sub>Norm</sub>/cm ± 0.001; <i>P</i> < .001). VDP<sub>N4</sub> and VDP<sub>FA</sub> were strongly correlated with VDP<sub>RS</sub> (<i>r</i><sup>2</sup> = 0.94 and 0.95, respectively; <i>P</i> < .001 for both). Defect masks from FA-corrected images showed better agreement with reader segmentations compared with N4-corrected image-based defect masks (17% higher Dice score from FA-corrected images; mean Dice score: N4-corrected, 0.41 ± 0.31; FA-corrected, 0.48 ± 0.29; <i>P</i> =.001) and better depicted regional hypo- and hyperventilation. Conclusion Two-dimensional spiral acquisition combined with FA correction and mGLB analysis enabled rapid <sup>129</sup>Xe ventilation MRI, effectively mitigating inhomogeneities while preserving physiologic heterogeneity. This approach provided accurate and efficient quantification of ventilation abnormalities in both healthy individuals and individuals with CF. <b>Keywords:</b> MRI, Pulmonary, Lung, Xe
目的在健康人群和囊性纤维化(CF)患者中实施并评价二维螺旋超极化氙129 (129Xe)通气MRI翻转角(FA)校正与常规N4ITK (N4)校正的比较。材料和方法在这项前瞻性研究中,轻度CF患者和年龄匹配的健康对照者使用快速螺旋(约3秒)和常规笛卡尔(约10秒)采集进行129Xe通气MRI。使用N4偏差校正对图像进行校正,并使用中位锚定广义线性分组(mGLB)计算通风缺陷百分比(VDP)。另外,螺旋图像中的B1不均匀性采用fa校正并使用mGLB进行分析。通过健康受试者未校正、N4校正和fa校正的图像量化通风中的重力梯度。将n4校正(VDPN4)和fa校正(VDPFA)图像的VDP在参与者组之间以及与阅读器分割的VDP (VDPRS)进行比较。统计分析包括Wilcoxon符号秩检验、Pearson相关检验和Bland-Altman分析。结果共纳入38例CF患者(平均年龄16岁±6 [SD],女性20例)和25例健康对照(平均年龄18岁±7例,男性13例)。在质量上,笛卡尔和螺旋采集产生了相似的区域通风图像。VDPN4在不同获得类型间无差异(笛卡尔型= 9.1%±8.1;螺旋型= 9.3%±8.7;P = 0.97),具有强相关性(r2 = 0.95; P < 0.001),无系统偏倚(平均差异-0.2%;95% CI: 3.6, -3.9)。FA校正消除了线圈相关的不均匀性,同时保留了生理异质性,包括通过N4校正消除的重力梯度(健康受试者的平均斜率:FA校正= 0.026 SNorm/cm±0.013;N4校正= 0.002 SNorm/cm±0.001;P < .001)。VDPN4、VDPFA与VDPRS呈强相关(r2分别为0.94、0.95,P均< 0.001)。与基于n4校正的图像的缺陷掩模相比,fa校正图像的缺陷掩模与读取器分割的一致性更好(fa校正图像的Dice评分高17%;平均Dice评分:n4校正,0.41±0.31;fa校正,0.48±0.29;P =.001),并且更好地描述了局部通气不足和过度通气。结论二维螺旋采集结合FA校正和mGLB分析实现了快速129Xe通气MRI,有效减轻了不均匀性,同时保留了生理异质性。该方法为健康个体和CF患者的通气异常提供了准确有效的量化。关键词:MRI,肺,肺,氙,通气。©rsna, 2025。
{"title":"Optimizing Xenon 129 Ventilation MRI in Cystic Fibrosis with Spiral Imaging and Flip-Angle Correction.","authors":"Riaz Hussain, Joseph W Plummer, Abdullah S Bdaiwi, Matthew M Willmering, Elizabeth L Kramer, Laura L Walkup, Zackary I Cleveland","doi":"10.1148/ryct.240574","DOIUrl":"10.1148/ryct.240574","url":null,"abstract":"&lt;p&gt;&lt;p&gt;Purpose To implement and evaluate two-dimensional spiral hyperpolarized xenon 129 (&lt;sup&gt;129&lt;/sup&gt;Xe) ventilation MRI with flip-angle (FA) correction, as compared with conventional N4ITK (N4) correction, in healthy individuals and those with cystic fibrosis (CF). Materials and Methods In this prospective study, participants with mild CF and age-matched healthy control participants underwent &lt;sup&gt;129&lt;/sup&gt;Xe ventilation MRI using both rapid spiral (approximately 3 seconds) and conventional Cartesian (approximately 10 seconds) acquisitions. Images were corrected using N4 bias correction, and ventilation defect percentage (VDP) was calculated using median-anchored generalized linear binning (mGLB). Separately, B&lt;sub&gt;1&lt;/sub&gt; inhomogeneities in spiral images were FA-corrected and analyzed using mGLB. Gravitational gradients in ventilation were quantified from uncorrected and N4- and FA-corrected images in healthy participants. VDP from N4-corrected (VDP&lt;sub&gt;N4&lt;/sub&gt;) and FA-corrected (VDP&lt;sub&gt;FA&lt;/sub&gt;) images were compared between participant groups and against reader-segmented VDP (VDP&lt;sub&gt;RS&lt;/sub&gt;). Statistical analyses included Wilcoxon signed rank test, Pearson correlation, and Bland-Altman analysis. Results The final analysis included 38 participants with CF (mean age, 16 years ± 6 [SD]; 20 female) and 25 healthy controls (mean age, 18 years ± 7; 13 male). Qualitatively, Cartesian and spiral acquisitions produced similar regional ventilation images. There was no evidence of a difference in VDP&lt;sub&gt;N4&lt;/sub&gt; between acquisition types (Cartesian = 9.1% ± 8.1; spiral = 9.3% ± 8.7; &lt;i&gt;P&lt;/i&gt; = .97) with strong correlation (&lt;i&gt;r&lt;/i&gt;&lt;sup&gt;2&lt;/sup&gt; = 0.95; &lt;i&gt;P&lt;/i&gt; &lt; .001) and no systemic bias (mean difference, -0.2%; 95% CI: 3.6, -3.9). FA correction removed coil-related inhomogeneities while preserving physiologic heterogeneity, including gravitational gradients that were removed by N4 correction (mean slope in healthy participants: FA-corrected = 0.026 &lt;i&gt;S&lt;/i&gt;&lt;sub&gt;Norm&lt;/sub&gt;/cm ± 0.013; N4-corrected = 0.002 &lt;i&gt;S&lt;/i&gt;&lt;sub&gt;Norm&lt;/sub&gt;/cm ± 0.001; &lt;i&gt;P&lt;/i&gt; &lt; .001). VDP&lt;sub&gt;N4&lt;/sub&gt; and VDP&lt;sub&gt;FA&lt;/sub&gt; were strongly correlated with VDP&lt;sub&gt;RS&lt;/sub&gt; (&lt;i&gt;r&lt;/i&gt;&lt;sup&gt;2&lt;/sup&gt; = 0.94 and 0.95, respectively; &lt;i&gt;P&lt;/i&gt; &lt; .001 for both). Defect masks from FA-corrected images showed better agreement with reader segmentations compared with N4-corrected image-based defect masks (17% higher Dice score from FA-corrected images; mean Dice score: N4-corrected, 0.41 ± 0.31; FA-corrected, 0.48 ± 0.29; &lt;i&gt;P&lt;/i&gt; =.001) and better depicted regional hypo- and hyperventilation. Conclusion Two-dimensional spiral acquisition combined with FA correction and mGLB analysis enabled rapid &lt;sup&gt;129&lt;/sup&gt;Xe ventilation MRI, effectively mitigating inhomogeneities while preserving physiologic heterogeneity. This approach provided accurate and efficient quantification of ventilation abnormalities in both healthy individuals and individuals with CF. &lt;b&gt;Keywords:&lt;/b&gt; MRI, Pulmonary, Lung, Xe","PeriodicalId":21168,"journal":{"name":"Radiology. Cardiothoracic imaging","volume":"7 5","pages":"e240574"},"PeriodicalIF":4.2,"publicationDate":"2025-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12588888/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145207508","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Pericoronary Adipose Tissue Attenuation: Need for a Paradigm Shift? 冠状动脉周围脂肪组织衰减:需要范式转变吗?
IF 4.2 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-10-01 DOI: 10.1148/ryct.250281
Niraj Nirmal Pandey, Mansi Verma
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引用次数: 0
The Ninth Edition TNM Staging System for Thymic Epithelial Tumors: A Comprehensive Review. 胸腺上皮肿瘤第九版TNM分期系统:综述。
IF 4.2 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-10-01 DOI: 10.1148/ryct.250144
Maximiliano Klug, Zehavit Kirshenboim, Mylene T Truong, Vera Sorin, Efrat Keren Gilat, Chad D Strange, Edith Michelle Marom

Accurate cancer staging is essential for guiding treatment decisions and predicting outcomes. The TNM classification is based on three principal elements: size and extent of the primary tumor (T), the degree of spread to regional lymph nodes (N), and the presence of distant metastases (M). In thymic epithelial tumors, clinical TNM staging relies predominantly on cross-sectional imaging, particularly CT and MRI, placing radiologists at the forefront of staging accuracy. Their assessments substantially impact both clinical decision-making and the quality of data in staging registries. A major update in this field is the ninth edition of the TNM classification for thymic epithelial tumors, effective January 2025, which refines TNM category definitions to improve staging accuracy and clinical applicability. This review article outlines these updates, illustrating their application through case examples, and emphasizes the radiologist's crucial role in cancer staging, including selection of appropriate imaging techniques, interpretation of key radiologic features, and effective communication of findings to multidisciplinary teams. These insights aim to enhance staging precision and improve patient outcomes in thymic malignancies. Keywords: Thymus, Staging © RSNA, 2025.

准确的癌症分期对于指导治疗决策和预测预后至关重要。TNM的分类基于三个主要因素:原发肿瘤的大小和范围(T),扩散到区域淋巴结的程度(N),以及远处转移的存在(M)。在胸腺上皮肿瘤中,临床TNM分期主要依赖于横断面成像,特别是CT和MRI,这使得放射科医生处于分期准确性的最前沿。他们的评估在很大程度上影响了临床决策和分期登记数据的质量。该领域的一个重大更新是胸腺上皮肿瘤TNM分类的第九版,于2025年1月生效,它改进了TNM分类定义,以提高分期准确性和临床适用性。这篇综述文章概述了这些更新,通过案例说明了它们的应用,并强调了放射科医生在癌症分期中的关键作用,包括选择合适的成像技术,解释关键的放射学特征,以及与多学科团队有效地沟通结果。这些见解旨在提高分期精度和改善胸腺恶性肿瘤患者的预后。关键词:胸腺,分期©RSNA, 2025。
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引用次数: 0
Coronary Artery Calcium Scoring on Dedicated Cardiac CT and Noncardiac CT Scans. 专用心脏CT和非心脏CT扫描的冠状动脉钙化评分。
IF 4.2 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-10-01 DOI: 10.1148/ryct.240548
Omar Dzaye, Alexander C Razavi, Yara A Jelwan, Allison W Peng, Jelani K Grant, Michael J Blaha

Coronary artery calcium (CAC) is a specific marker of subclinical coronary atherosclerosis and is strongly associated with short- and long-term atherosclerotic cardiovascular disease (ASCVD) risk. Although noncontrast electrocardiographically gated cardiac CT is the reference standard for quantification of CAC (approximately 1 mSv), studies have shown that CAC can also be qualitatively interpreted and quantified on noncardiac chest CT scans with similar prognostic value. While use of dedicated CAC scans is increasing, measurement of incidental CAC represents a major untapped opportunity for ASCVD prevention, given that nearly 20 times more chest CT examinations are performed annually in the United States than dedicated CAC scans. Incidental measurement of CAC at chest CT incurs no additional cost or radiation for patients and can identify those with significant CAC burden who may be inadequately treated with ASCVD risk reduction therapies. This review outlines the fundamentals of CAC scoring, with a focus on detection and quantification of incidental CAC. It details the technical approaches and challenges of incidental CAC assessment and provides recommendations for routine reporting, clinical advisories, and subsequent patient management. The review also presents first-hand experiences from a large academic medical center's initiative to standardize incidental CAC reporting. Future directions include the use of artificial intelligence to automate both basic and advanced CAC interpretation.

冠状动脉钙(CAC)是亚临床冠状动脉粥样硬化的特异性标志物,与短期和长期动脉粥样硬化性心血管疾病(ASCVD)风险密切相关。虽然非对比心电图门控心脏CT是量化CAC的参考标准(约1毫西弗),但研究表明,在非心脏胸部CT扫描上也可以定性地解释和量化CAC,具有类似的预后价值。虽然专用CAC扫描的使用越来越多,但鉴于美国每年进行的胸部CT检查是专用CAC扫描的近20倍,因此测量附带CAC代表了ASCVD预防的主要未开发机会。在胸部CT上偶然测量CAC不会给患者带来额外的费用或辐射,并且可以识别那些有明显CAC负担的患者,这些患者可能没有充分接受ASCVD降低风险的治疗。本文概述了CAC评分的基本原理,重点是偶然CAC的检测和量化。它详细介绍了附带CAC评估的技术方法和挑战,并提供了常规报告、临床咨询和后续患者管理的建议。本综述还介绍了一家大型学术医疗中心在标准化附带CAC报告方面的第一手经验。未来的方向包括使用人工智能来实现基本和高级CAC解释的自动化。
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引用次数: 0
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Radiology. Cardiothoracic imaging
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