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Part 2: CAR Metabolic Dysfunction-Associated Steatotic Liver Disease Working Group Recommendations for Risk Stratifying Patients With MASLD. 第2部分:CAR代谢功能障碍相关脂肪变性肝病工作组对MASLD患者风险分层的建议
IF 3.7 3区 医学 Q2 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2026-02-01 Epub Date: 2025-08-05 DOI: 10.1177/08465371251357447
Mitchell P Wilson, Gavin Low, Abdel-Aziz Shaheen, Andreu F Costa, An Tang, Emily Pang, Silvia Chang, Alexandra Medellin, Jérémy Dana, Noam Millo, Ania Kielar, Li Xin Zhang, Toni Whitaker, Mark Swain, Victoria Leung, Daisy Fung, Casey Hurrell, Christopher Fung

The Canadian Association of Radiologists (CAR) metabolic dysfunction-associated steatotic liver disease (MASLD) Working Group (WG) is a multidisciplinary working group composed of radiologists, hepatologists, and family physicians. In this 3-part series, we provide Delphi consensus-based guidance on clinical and imaging findings for patients with known or suspected MASLD (formerly termed nonalcoholic fatty liver disease or NAFLD). Part 1 focuses on the detection and grading of hepatic steatosis on imaging; Part 2 on risk-stratification of patients with MASLD, including a patient pathway using serological and imaging investigations; and Part 3 on the implementation of practice recommendations for quality assurance using shear wave elastography (SWE) and magnetic resonance elastography (MRE) programs. In Part 2 of these guidelines, the WG provides 14 recommendations for risk stratifying MASLD patients into low and high risk for advanced hepatic fibrosis (F ≥ 3) using a combination of serological and imaging investigations. Population screening and risk stratification of MASLD patients using a clinical and serological investigation (FIB-4) followed by imaging pathway is recommended. Clinical, technical, and grading recommendations for point shear wave elastography (pSWE), 2-dimensional SWE (2D-SWE), and MRE are discussed.

加拿大放射科医师协会(CAR)代谢功能障碍相关脂肪变性肝病(MASLD)工作组(WG)是一个由放射科医师、肝病学家和家庭医生组成的多学科工作组。在这个由三部分组成的系列文章中,我们为已知或疑似MASLD(以前称为非酒精性脂肪性肝病或NAFLD)患者的临床和影像学表现提供基于德尔菲共识的指导。第一部分主要介绍肝脂肪变性的影像学检测和分级;第2部分:MASLD患者的风险分层,包括使用血清学和影像学调查的患者路径;第3部分是关于使用横波弹性成像(SWE)和磁共振弹性成像(MRE)程序实施质量保证的实践建议。在指南的第2部分中,WG提供了14项建议,通过血清学和影像学调查,将MASLD患者分为晚期肝纤维化(F≥3)的低风险和高风险。建议使用临床和血清学调查(FIB-4)对MASLD患者进行人群筛查和风险分层,然后进行影像学检查。本文讨论了点横波弹性成像(pSWE)、二维SWE (2D-SWE)和MRE的临床、技术和分级建议。
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引用次数: 0
From Vision to Publication: Navigating the Radiology Research Landscape as a Trainee. 从愿景到出版:作为实习生导航放射学研究景观。
IF 3.7 3区 医学 Q2 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2026-02-01 Epub Date: 2025-06-18 DOI: 10.1177/08465371251347852
Sonali Sharma, Abdullah Alabousi, Michael N Patlas, Charlotte J Yong-Hing
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引用次数: 0
Preserving the Cognitive Process: Rethinking Radiology Education in the Age of Artificial Intelligence. 保留认知过程:人工智能时代放射学教育的再思考。
IF 3.7 3区 医学 Q2 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2026-02-01 Epub Date: 2025-08-05 DOI: 10.1177/08465371251365828
Eric Bartlett, Heidi Schmidt, Paula Alcaide Leon, Ciara O'Brien
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引用次数: 0
Radiomics for Early Pancreatic Cancer Detection: From Promise to Practice? 放射组学用于早期胰腺癌检测:从希望到实践?
IF 3.7 3区 医学 Q2 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2026-02-01 Epub Date: 2025-08-06 DOI: 10.1177/08465371251359867
Adriano B Dias
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引用次数: 0
The 'FLAIR Motor Sign': FLAIR Signal Abnormality in Precentral Cortex is Useful to Diagnose Adult Global Hypoxic-Ischemic Brain Injury Following Cardiac Arrest. “FLAIR运动信号”:中央前皮质FLAIR信号异常有助于诊断心脏骤停后成人全身性缺氧缺血性脑损伤。
IF 3.7 3区 医学 Q2 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2026-02-01 Epub Date: 2025-07-09 DOI: 10.1177/08465371251352699
Jaykumar Raghavan Nair, Sarah Abdulla, Aditya Bharatha, Manish Joshi, Shobhit Mathur

Purpose: The precentral cortex normally demonstrates lower signal intensity compared to remainder of the neocortex on 2D fluid attenuated inversion recovery (FLAIR) images. Loss of this normal hypointensity bilaterally can be seen in patients with adult hypoxic-ischemic brain injury (HIBI). We have named this the 'FLAIR motor' sign (FMS). The performance of this sign for detection of HIBI is evaluated in this case-control study.

Methods: MRI studies of 74 consecutive patients with clinical evidence of HIBI following cardiac arrest formed the 'case' group. Controls comprised of normal MRI studies of an equal number of age and gender matched patients. Two fellowship-trained neuro-radiologists reviewed the MRI studies in a blinded randomized fashion and recorded the presence or absence of 'FLAIR motor' sign.

Results: Average time from cardiac arrest to MRI was 7.12 days (range: 1-25 days). The average sensitivity and specificity of 'FLAIR motor' sign for HIBI was 86.49% and 100% respectively. The sign demonstrated excellent inter-reader agreement (kappa >0.8).

Conclusion: The loss of the normal hypointensity in bilateral pre-central cortex on 2D-FLAIR images is a specific and reliable MRI sign of HIBI in the subacute phase following cardiac arrest in adults.

目的:在二维流体衰减反转恢复(FLAIR)图像上,与新皮层的其余部分相比,中央前皮层通常表现出较低的信号强度。在成人缺氧缺血性脑损伤(HIBI)患者中可以看到双侧正常低血压的丧失。我们将其命名为“FLAIR电机”标志(FMS)。本病例对照研究评估了该标志检测HIBI的性能。方法:74例心脏骤停后有HIBI临床证据的连续患者的MRI研究形成“病例”组。对照组由年龄和性别相匹配的患者的正常MRI研究组成。两名训练有素的神经放射科医生以盲法随机方式回顾了MRI研究,并记录了“FLAIR运动”体征的存在或不存在。结果:从心脏骤停到MRI平均时间为7.12天(范围:1-25天)。FLAIR运动征对HIBI的平均敏感性和特异性分别为86.49%和100%。该标志表现出良好的读者间一致性(kappa >0.8)。结论:2D-FLAIR图像上双侧中央前皮层正常低信号的缺失是成人心脏骤停后亚急性期HIBI的特异性和可靠的MRI征象。
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引用次数: 0
Imaging Under Pressure: Navigating Demand, Demographics, and Decision Support in Canadian Healthcare. 压力下的成像:加拿大医疗保健中的导航需求、人口统计和决策支持。
IF 3.7 3区 医学 Q2 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2026-02-01 Epub Date: 2025-07-05 DOI: 10.1177/08465371251355544
Andrew J O'Brien, Bruce B Forster
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引用次数: 0
Radiology Synthetic Confusion: How Generative Artificial Intelligence Amplifies Misunderstandings of Radiologists and Technologists in Patient-Facing Media. 放射学合成混淆:生成人工智能如何在面向患者的媒体中放大放射科医生和技术人员的误解。
IF 3.7 3区 医学 Q2 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2026-02-01 Epub Date: 2025-06-24 DOI: 10.1177/08465371251350085
Yousif Al-Naser, Sonali Sharma, Ken Niure, Kevin Ibach, Charlotte J Yong-Hing

Rationale and Objectives: Artificial intelligence (AI) tools, particularly generative models, are increasingly used to depict clinical roles in healthcare. This study evaluates whether generative AI systems accurately differentiate between radiologists and medical radiation technologists (MRTs), 2 roles often confused by patients and providers. Materials and Methods: We assessed 1380 images and videos generated by 8 text-to-image/video AI models. Five raters evaluated task-role accuracy, attire, equipment, lighting, isolation, and demographics. Statistical tests compared differences across models and roles. Results: MRTs were depicted accurately in 82.0% of outputs, while only 56.2% of radiologist images/videos were role-appropriate. Among inaccurate radiologist depictions, 79.1% misrepresented MRTs tasks. Radiologists were more often male (73.8%) and White (79.7%), while MRTs were more diverse. Stethoscope misuse, lack of disability/religious markers, and overuse of business attire for radiologists further reflected bias. Conclusion: Generative AI frequently misrepresents radiologist roles and demographics, reinforcing stereotypes and public confusion. Greater oversight and inclusion standards are needed to ensure equitable AI-generated healthcare content.

基本原理和目标:人工智能(AI)工具,特别是生成模型,越来越多地用于描述医疗保健中的临床角色。本研究评估了生成式人工智能系统是否能准确区分放射科医生和医疗放射技术专家(mrt),这两个角色经常被患者和提供者混淆。材料和方法:我们评估了由8个文本到图像/视频人工智能模型生成的1380张图像和视频。五名评分员评估任务角色的准确性、着装、设备、照明、隔离和人口统计。统计测试比较了模型和角色之间的差异。结果:在82.0%的输出中,mrt被准确描述,而只有56.2%的放射科医生图像/视频是角色合适的。在不准确的放射科医生描述中,79.1%错误地描述了mrt任务。放射科医生多为男性(73.8%)和白人(79.7%),而mrt则更为多样化。听诊器误用、缺乏残疾/宗教标志、放射科医生过度穿着职业装进一步反映了偏见。结论:生成式人工智能经常歪曲放射科医生的角色和人口统计学,强化刻板印象和公众困惑。需要加强监督和纳入标准,以确保公平的人工智能生成的医疗保健内容。
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引用次数: 0
Biparametric Prostate MRI: A Promising Shift in Prostate Cancer Imaging. 双参数前列腺MRI:前列腺癌成像的一个有希望的转变。
IF 3.7 3区 医学 Q2 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2026-02-01 Epub Date: 2025-07-05 DOI: 10.1177/08465371251355204
Katharina F Feister, Vincent M Mellnick
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引用次数: 0
Recommendations for the Management of Incidentally Detected Gallbladder Polyps: Update of the 2020 Canadian Association of Radiologists Recommendations for the Management of Incidental Hepatobiliary Findings in Adults. 偶然发现胆囊息肉的管理建议:2020年加拿大放射科医师协会关于成人偶然肝胆发现管理建议的更新。
IF 3.7 3区 医学 Q2 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2026-02-01 Epub Date: 2025-06-08 DOI: 10.1177/08465371251346728
Christopher I Fung, Aya Kamaya, Gary L Brahm, Jeffery R Bird, Iain D C Kirkpatrick

The Canadian Association of Radiologists (CAR) Incidental Findings Working Group has updated its guidance on the management of incidentally detected gallbladder polyps, originally published in 2020. Prompted by new evidence and recent international guidelines, the Working Group re-evaluated the literature and assessed both the 2022 Society of Radiologists in Ultrasound (SRU) Consensus Recommendations and the 2022 joint European guidelines. The updated guidance reflects a shift toward assessing polyp morphology and reduced surveillance and intervention for small polyps, endorsing the SRU's evidence-based, risk-stratified approach over the more conservative European recommendations. This update aims to minimize unnecessary imaging and surgery for benign polyps while maintaining patient safety.

加拿大放射科医师协会(CAR)偶然发现工作组更新了其关于偶然发现胆囊息肉的管理指南,该指南最初于2020年出版。在新的证据和最近的国际指南的推动下,工作组重新评估了文献,并评估了2022年超声放射科医师协会(SRU)共识建议和2022年欧洲联合指南。更新的指南反映了对息肉形态评估的转变,减少了对小息肉的监测和干预,支持SRU基于证据的风险分层方法,而不是更保守的欧洲建议。此更新旨在最大限度地减少不必要的成像和手术良性息肉,同时保持患者的安全。
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引用次数: 0
Part 1: CAR Metabolic Dysfunction-Associated Steatotic Liver Disease Working Group Guidance Statements for Detecting and Grading Hepatic Steatosis Using Ultrasound, CT, or MRI. 第1部分:CAR代谢功能障碍相关的脂肪变性肝病工作组使用超声、CT或MRI检测和分级肝脂肪变性的指南声明。
IF 3.7 3区 医学 Q2 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2026-02-01 Epub Date: 2025-08-05 DOI: 10.1177/08465371251357444
Mitchell P Wilson, An Tang, Gavin Low, Li Xin Zhang, Andreu F Costa, Emily Pang, Silvia Chang, Alexandra Medellin, Abdel-Aziz Shaheen, Jérémy Dana, Noam Millo, Ania Kielar, Mark Swain, Victoria Leung, Daisy Fung, Casey Hurrell, Christopher Fung

The Canadian Association of Radiologists (CAR) metabolic dysfunction-associated steatotic liver disease (MASLD) Working Group (WG) is a multidisciplinary working group composed of radiologists, hepatologists, and family physicians. In this 3-part series, we provide Delphi consensus-based guidance on clinical and imaging findings for patients with known or suspected MASLD (formerly termed non-alcoholic fatty liver disease or NAFLD). Part 1 focuses on the detection and grading of hepatic steatosis on imaging; Part 2 on risk-stratification of patients with MASLD, including a patient pathway that incorporates serological and imaging investigations; and Part 3 on the implementation of practice recommendations for quality assurance using shear wave elastography (SWE) and magnetic resonance elastography (MRE) for disease staging. In the first part of these guidelines, we provide 17 guidance statements for detection, grading, and surveillance of hepatic steatosis using ultrasound (US), CT, or MRI. In addition to conventional B-mode US, we review current evidence on semi-quantitative and quantitative US techniques and provide guidance for appropriate indications and recommended technique.

加拿大放射科医师协会(CAR)代谢功能障碍相关脂肪变性肝病(MASLD)工作组(WG)是一个由放射科医师、肝病学家和家庭医生组成的多学科工作组。在这个由三部分组成的系列中,我们为已知或疑似MASLD(以前称为非酒精性脂肪性肝病或NAFLD)的患者提供基于德尔菲共识的临床和影像学发现指导。第一部分主要介绍肝脂肪变性的影像学检测和分级;第2部分:MASLD患者的风险分层,包括包括血清学和影像学调查的患者途径;第3部分是关于使用剪切波弹性成像(SWE)和磁共振弹性成像(MRE)进行疾病分期的质量保证的实践建议的实施。在这些指南的第一部分,我们提供了17个使用超声(US)、CT或MRI检测、分级和监测肝脂肪变性的指导声明。除了传统的b型超声,我们回顾了目前关于半定量和定量超声技术的证据,并提供了适当适应症和推荐技术的指导。
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Canadian Association of Radiologists Journal-Journal De L Association Canadienne Des Radiologistes
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