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Gender disparities in NIH radiology grant funding: A 15-year analysis. 美国国立卫生研究院放射学拨款中的性别差异:一项15年分析。
Pub Date : 2026-02-01 DOI: 10.1067/j.cpradiol.2026.01.013
Sabrina Y Almashni, Matthew D Viveiros, Mina S Makary, Amna A Ajam, Joel Fritz, Alyssa M Cubbison

Background: Disparities in research grant funding have been documented across various fields of medicine; yet gender inequities within radiology remain underexplored.

Objective: To evaluate gender-based differences in NIH radiology grant funding, focusing on the number of grants awarded and average funding amounts received by principal investigators (PIs) from 2009 to 2023.

Methods: A retrospective cross-sectional analysis was conducted using publicly available NIH RePORTER data. Grants awarded to PIs affiliated with radiology departments from 2009 to 2023 were included. Gender was inferred using Genderize.io and verified manually. Extracted data included number of grants, average and total funding amounts, and PI gender. Analyses included descriptive statistics, t-tests for comparing means, and linear regression to evaluate temporal trends.

Results: A total of 9,378 NIH-funded radiology grants were analyzed. Of these, 75.2% (n=7,056) went to men and 24.8% (n=2,322) to women. Men received significantly higher average funding per grant than women ($704.2 K vs $535.5 K; p < 0.0001) and were more likely to be repeat recipients (p < 0.05), revealing a persistent funding gap between genders. Total funding to men PIs was $5.0 B versus $1.3 B for women PIs. While the men-to-women ratio narrowed (7:1 in 2009 to 2.8:1 in 2023), men consistently received higher grant volume and funding annually.

Conclusion: Despite incremental progress in women's representation, these findings underscore ongoing gender disparities in radiology funding. This imbalance may hinder innovation and limit the range of perspectives driving future research. Evidence-informed strategies may help address inequities, promote diversity and innovation, and ensure equitable, high-quality patient care.

背景:研究经费的差异在医学的各个领域都有记载;然而,放射学中的性别不平等问题仍未得到充分探讨。目的:评价美国国立卫生研究院(NIH)放射学拨款的性别差异,重点关注2009年至2023年首席研究员(pi)获得的拨款数量和平均资助金额。方法:使用公开的NIH RePORTER数据进行回顾性横断面分析。在2009年至2023年期间,放射科附属私家侦探获得的资助亦包括在内。使用Genderize推断性别。IO和手动验证。提取的数据包括资助数量、平均和总资助金额以及项目负责人性别。分析包括描述性统计、比较平均值的t检验和评估时间趋势的线性回归。结果:共分析了9,378项nih资助的放射学资助。其中,男性占75.2% (n= 7056),女性占24.8% (n= 2322)。男性获得的平均每笔资助明显高于女性(704.2 K vs 535.5 K; p < 0.0001),并且更有可能成为重复接受者(p < 0.05),这表明性别之间存在持续的资助差距。男性私人投资机构的总资金为50亿美元,而女性私人投资机构的总资金为13亿美元。虽然男女比例从2009年的7:1缩小到2023年的2.8:1,但男性每年获得的拨款数量和资金一直在增加。结论:尽管在女性代表方面取得了渐进式的进展,但这些发现强调了放射学资助中持续存在的性别差异。这种不平衡可能会阻碍创新,限制推动未来研究的视角范围。循证战略可能有助于解决不公平问题,促进多样性和创新,并确保公平、高质量的患者护理。
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引用次数: 0
Technical accuracy of AI-based patient autopositioning in Computed Tomography: An evaluation with dose monitoring system data. 计算机断层扫描中基于人工智能的患者自体定位的技术准确性:剂量监测系统数据的评估。
Pub Date : 2026-01-30 DOI: 10.1067/j.cpradiol.2026.01.012
Michelangelo Biondi, Eleonora Bortoli, Rossella Avitabile, Antonietta Bartoli, Elena Busatti, Antonio Tozzi, Andrea Guasti

Introduction: Recent advancements in Artificial Intelligence (AI)-driven algorithms have improved patient alignment in Computed Tomography (CT) imaging. However, studies mainly focus on single scanners or specific body areas, indicating a need for broader evaluations. Our study uses a Dose Monitoring System (DMS) to compare vertical shifts in CT exams from two scanners, one AI-based and one manually operated.

Methods: We analysed 6983 CT scans from 3000 patients on two scanners operated by the same radiology team using the GE DoseWatch (GE Healthcare, Milwaukee, USA) platform. Statistical analysis included tests for normality and distribution comparison (p<0.05). Parameter estimation used an iterative bootstrap method. We also evaluated how many scans have vertical displacement greater than 20 mm.

Results: Our results showed non-Gaussian vertical shift distributions for both scanners (p <0.01) and significant differences between them (p < 0.01). Notably, 23% of Ascend exams had vertical shifts beyond ±20 mm, compared to 43% for Lightspeed, indicating substantial improvement with AI-assisted positioning.

Conclusion: These findings demonstrate that DMSs can measure alignment accuracy, allowing for the comparison of positioning protocols. However, 23% of AI-assisted examinations showed misalignment, highlighting the need for ongoing training and oversight for technical staff, especially in complex cases. Limitations include reliance on specific software and the absence of image quality and radiation dose comparisons. Future studies should analyse the longterm performance of AI in various clinical settings.

Implications for practice: This study highlights the importance of continuous data analysis for monitoring system performance and identifying training needs. Better positioning accuracy enhances patient care. The study suggests that while AI-based positioning systems provide substantial benefits, their practical use depends on careful integration into clinical workflows and ongoing training of technical staff.

人工智能(AI)驱动算法的最新进展改善了计算机断层扫描(CT)成像中的患者对齐。然而,研究主要集中在单个扫描仪或特定的身体区域,这表明需要更广泛的评估。我们的研究使用剂量监测系统(DMS)来比较两种扫描仪(一种是基于人工智能的,另一种是手动操作的)CT检查的垂直位移。方法:我们使用GE DoseWatch (GE Healthcare, Milwaukee, USA)平台,分析了来自3000名患者的6983张CT扫描,这些扫描是由同一个放射学团队使用两台扫描仪操作的。统计分析包括正态性测试和分布比较(结果:我们的结果显示两种扫描仪的非高斯垂直位移分布(p))。结论:这些发现表明,dms可以测量对准精度,允许比较定位方案。然而,23%的人工智能辅助检查显示不一致,突出了对技术人员的持续培训和监督的必要性,特别是在复杂的情况下。局限性包括对特定软件的依赖以及缺乏图像质量和辐射剂量比较。未来的研究应该分析人工智能在各种临床环境中的长期表现。实践启示:本研究强调了持续数据分析对监控系统性能和识别培训需求的重要性。更好的定位精度提高了对患者的护理。该研究表明,虽然基于人工智能的定位系统提供了实质性的好处,但它们的实际使用取决于仔细整合到临床工作流程和对技术人员的持续培训。
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引用次数: 0
Learning from experience: cadaveric simulation of CT- and ultrasound-guided procedures in radiology fellowship training. 从经验中学习:CT和超声引导下的尸体模拟放射学培训。
Pub Date : 2026-01-18 DOI: 10.1067/j.cpradiol.2026.01.011
Tomas V Gonzalez, Annie T Packard, Daniel A Adamo, Rebecca Hibbert, Tyler W Zunker, Elizabeth J Quernemoen, Jenna R Brand, Chris N Gu

Early hands-on training in image-guided procedures is limited during radiology training. We described our institutional experience implementing cadaveric simulation for CT- and ultrasound (US)-guided procedures to address limited procedural exposure and trainee anxiety early in fellowship. A single-day cadaveric simulation program was implemented for incoming abdominal and musculoskeletal imaging fellows, providing supervised hands-on practice in multiple CT- and US-guided procedures using clinical equipment. Cadaveric simulation was feasible and associated with significant reductions in trainee-reported anxiety and significant improvements in procedural familiarity and confidence across all assessed domains (all p < 0.05). Cadaveric simulation may serve as a valuable adjunct to early procedural training, with future work needed to evaluate objective clinical performance outcomes.

在放射学培训中,图像引导程序的早期实践培训是有限的。我们描述了我们机构在CT和超声(US)引导下实施尸体模拟的经验,以解决有限的程序暴露和实习生早期的焦虑。为即将到来的腹部和肌肉骨骼成像研究员实施了为期一天的尸体模拟计划,为使用临床设备的多种CT和us引导程序提供监督的动手实践。尸体模拟是可行的,并且与受训人员报告的焦虑显著减少以及在所有评估领域的程序熟悉度和信心显著改善相关(均p < 0.05)。尸体模拟可以作为早期程序训练的有价值的辅助手段,未来的工作需要评估客观的临床表现结果。
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引用次数: 0
Preparing radiology programs for the oral boards: A checklist for success informed by SWOT analysis. 为口腔委员会准备放射学项目:通过SWOT分析获得的成功清单。
Pub Date : 2026-01-14 DOI: 10.1067/j.cpradiol.2026.01.008
Brandon Ritchie, Kaustav Bera, Max Sheng, Inas Mohamed, Nikhil Ramaiya

The American Board of Radiology Oral Certifying Exam will return in 2028, prompting a need to update radiology education. Residency programs differ in size, faculty, resources, and educational support, but they all share a key challenge: creating and maintaining a successful oral boards curriculum. The authors suggest using SWOT analysis as a helpful tool for all programs to create, assess, and implement a new oral boards curriculum. This article reviews the internal strengths and weaknesses, as well as the external opportunities and threats related to developing an oral boards curriculum. From their detailed review through SWOT analysis, the authors present an Oral Boards Curriculum Readiness Checklist. The checklist serves as a guide for residency programs to design, evaluate, and improve their oral boards curriculum initiatives. Important domains such as faculty expertise, curriculum integration, case volume and variety, multidisciplinary involvement, structured mock oral exams, simulation methods, technology use, and peer teaching are turned into clear metrics that can help assess readiness, spot gaps, and prioritize necessary changes. Through this checklist, the authors offer an adaptable tool to provide clarity and consistency for programs when establishing new oral board educational efforts and preparing residents for future success on the new exam.

美国放射学口头认证考试将于2028年回归,这促使人们需要更新放射学教育。实习医生项目在规模、师资、资源和教育支持方面各不相同,但它们都面临着一个关键的挑战:创建和维护一个成功的口语委员会课程。作者建议使用SWOT分析作为所有项目创建、评估和实施新的口语板课程的有用工具。这篇文章回顾了内部的优势和劣势,以及外部的机会和威胁,有关发展的口头董事会课程。从他们通过SWOT分析的详细审查,作者提出了一个口头委员会课程准备清单。该清单可作为住院医师项目设计、评估和改进口头委员会课程倡议的指南。教师专业知识、课程整合、案例数量和种类、多学科参与、结构化模拟口语考试、模拟方法、技术使用和同伴教学等重要领域被转化为清晰的指标,有助于评估准备情况、发现差距并优先考虑必要的改变。通过这份清单,作者提供了一种适应性强的工具,在建立新的口头委员会教育努力和为住院医生在未来的新考试中取得成功做好准备时,为项目提供清晰度和一致性。
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引用次数: 0
Threading the needle: Tips and tricks for challenging percutaneous abdominopelvic biopsies. 穿刺针:挑战经皮腹腔活检的技巧和技巧。
Pub Date : 2026-01-14 DOI: 10.1067/j.cpradiol.2026.01.005
Virginia B Planz, Jennifer Huang, Malak Itani, Priyanka Mitta, Ahmad Parvinian, Rebecca Hibbert, Annie T Packard, Andrew W Bowman, Giuseppe V Toia, Carli E Calderone, Samuel J Galgano

The growing use of biomarker testing for personalized oncologic care has increased the demand for complex and repeated percutaneous biopsies in abdominal and interventional radiology practices. Challenging biopsies can be daunting, requiring a careful assessment of feasibility, safety, and risk tolerance. Several strategies can help optimize the chances of achieving success. Such strategies include leveraging the advantages of the modality chosen for image guidance, ensuring patient comfort, and the use of special techniques, such as IV contrast, navigational tols, and biopsy needle modifications. This review outlines practical tips and tricks for radiologists performing challenging percutaneous biopsies.

在个性化肿瘤护理中越来越多地使用生物标志物检测,增加了对腹部和介入放射学实践中复杂和重复的经皮活检的需求。具有挑战性的活组织检查可能令人望而生畏,需要仔细评估可行性、安全性和风险承受能力。有几种策略可以帮助优化获得成功的机会。这些策略包括利用所选择的图像引导方式的优势,确保患者舒适,以及使用特殊技术,如静脉造影剂、导航工具和活检针修改。这篇综述概述了实用的技巧和技巧,放射科医生进行具有挑战性的经皮活检。
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引用次数: 0
Niche intravascular applications of contrast-enhanced ultrasound: Pushing the Envelope! 对比增强超声在血管内的应用:突破极限!
Pub Date : 2026-01-14 DOI: 10.1067/j.cpradiol.2026.01.006
Stuti Chandola, Ankur Goyal, Devasenathipathy Kandasamy, Raju Sharma

Contrast-enhanced ultrasound (CEUS) has gained widespread acceptance in recent years. The addition of ultrasound contrast overcomes the primary limitation of conventional sonography by providing real-time visualization of perfusion characteristics within the target structure. Various publications have described the utility of CEUS in characterising visceral focal lesions. However, in practice, CEUS is used more as a problem-solving modality to obviate the need for CT / MRI or where the latter are indeterminate. We aim to highlight the niche indications where intravascular CEUS may be preferred as the investigation of choice, based on its ease of use and the likelihood of resolving the clinical dilemma. The article is organized with a brief description of the basic principle and advantages of CEUS, followed by an illustration of the specific niche applications. Routine indications like evaluation of focal liver lesions in cirrhosis, demonstrating typical enhancement patterns in hemangioma and focal nodular hyperplasia, and differentiating neuroendocrine tumors from hypovascular tumors (like pancreatic ductal carcinoma) are beyond the purview of this article.

对比增强超声(CEUS)近年来得到了广泛的接受。通过提供目标结构内灌注特征的实时可视化,超声造影剂的添加克服了传统超声检查的主要局限性。各种出版物都描述了超声造影在内脏局灶性病变特征中的应用。然而,在实践中,超声造影更多地被用作解决问题的方式,以避免需要CT / MRI或后者不确定。我们的目的是强调小众适应症,在这些适应症中,血管内超声造影可能是首选的调查选择,基于其易用性和解决临床困境的可能性。本文简要介绍了CEUS的基本原理和优点,然后说明了具体的小众应用。常规指征,如肝硬化局灶性肝脏病变的评估,血管瘤和局灶性结节增生的典型增强模式,以及神经内分泌肿瘤与低血管肿瘤(如胰腺导管癌)的区分,超出了本文的范围。
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引用次数: 0
Meckel's diverticulum Imaging: In and Out. 梅克尔憩室成像:进出。
Pub Date : 2026-01-14 DOI: 10.1067/j.cpradiol.2026.01.010
Aruna Raman Patil, Shrivalli Nandikur, Hema Tadimari

Meckels diverticulum (MD) is the commonest among the omphalomesenteric duct anomaly spectrum with an overall incidence of 2-3% . It is a true diverticulum arising on the antimesenteric side of distal ileum approximately 2 feet from the ileocecal junction. Heterotopic gastric and pancreatic mucosa are commonly found within the diverticulum predisposing to bleeding and inflammation. Complications are more common in male and the type of complication differs based on the age of occurrence and include hemorrhage, inflammation, obstruction, ischemia and tumor formation. Due to overlapping clinical presentation, imaging plays a vital role in the diagnosis of complications. Commonly used imaging modalities include Ultrasonography (USG), Computed Tomography (CT) and Nuclear medicine. This pictorial essay aims at providing the spectrum of Meckels diverticulum related complications, key embyrological concepts, role of imaging in the diagnosis and current guidelines on the management of incidentally picked MD.

梅克尔斯憩室(MD)是脐肠系管异常谱中最常见的一种,总发病率为2-3%。这是一个真正的憩室,起源于离回盲交界处约2英尺远的回肠远端反肠侧。胃和胰腺粘膜异位常见于憩室内,易发生出血和炎症。并发症在男性中更为常见,并发症的类型因发生年龄而异,包括出血、炎症、梗阻、缺血和肿瘤形成。由于临床表现重叠,影像学在并发症的诊断中起着至关重要的作用。常用的成像方式包括超声成像(USG)、计算机断层扫描(CT)和核医学。这篇图片文章的目的是提供梅克尔憩室相关并发症的频谱,关键的胚胎学概念,成像在诊断中的作用和目前的指导方针的管理偶然挑选MD。
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引用次数: 0
Beyond the breast: Mammographic manifestations of systemic disease. 乳房以外:全身性疾病的乳房x光检查表现。
Pub Date : 2026-01-13 DOI: 10.1067/j.cpradiol.2026.01.003
Veenu Singla, Dollphy Garg, Gopika Sri, Aravind Sekar, Amanjit Bal, Divya Dahiya, Rajender Kumar Basher

Mammography is traditionally regarded as a domain confined to the detection of breast malignancies; however, it can also serve as a mirror for diverse systemic, haematological, autoimmune, infectious, and metabolic diseases. Imaging manifestations may reveal distinctive pathognomonic features that directly suggest an underlying systemic disorder or provide subtle indirect clues that prompt timely multidisciplinary evaluation, thereby sparing patients from unnecessary procedures. In this comprehensive review, we present one of the most diverse compilations of extramammary and systemic disorders manifesting within the breast. Through multimodality imaging and clinico-pathological correlation, we illustrate entities ranging from tubercular mastitis, IgG4-related mastitis, breast lymphoma, breast metastases, to vasculitis, amyloidosis, diabetic mastopathy, and systemic failure states, including cardiac and renal disease. Mammography provides an underutilised opportunity to assess overall patient health, guide systemic illness workup, and aid in risk stratification for conditions such as cardiovascular disease or syndromic malignancy predisposition, in addition to cancer detection. By consolidating these entities into a single resource, this article aims to expand the interpretive lens of breast radiologists, improving diagnostic precision and enabling them to contribute decisively to multidisciplinary patient care.

传统上,乳房x线摄影被认为是一个局限于检测乳腺恶性肿瘤的领域;然而,它也可以作为各种系统疾病、血液学疾病、自身免疫性疾病、感染性疾病和代谢疾病的镜子。影像学表现可以揭示独特的病理特征,直接提示潜在的全身性疾病,或提供微妙的间接线索,提示及时的多学科评估,从而使患者免于不必要的手术。在这个全面的审查,我们提出了一个最多样化的汇编乳腺外和全身性疾病的表现。通过多模态成像和临床病理相关性,我们展示了从结核性乳腺炎、igg4相关乳腺炎、乳腺淋巴瘤、乳腺转移、血管炎、淀粉样变性、糖尿病性乳腺炎和全身衰竭状态(包括心脏和肾脏疾病)在内的各种实体。乳房x光检查提供了一个未被充分利用的机会来评估患者的整体健康状况,指导全身性疾病检查,并有助于心血管疾病或综合征恶性肿瘤易感性等疾病的风险分层,以及癌症检测。通过将这些实体整合为单一资源,本文旨在扩大乳腺放射科医生的解释镜头,提高诊断精度,并使他们能够为多学科患者护理做出决定性贡献。
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引用次数: 0
Prevalence and impact of referral fees in diagnostic radiology in India: Insights from an online survey of practicing radiologists. 印度诊断放射学中转诊费用的流行和影响:来自执业放射学家在线调查的见解。
Pub Date : 2026-01-13 DOI: 10.1067/j.cpradiol.2026.01.002
Anoop Kumar Pandey

Background: The practice of paying referral fees, in which radiology service providers offer a percentage of the cost of radiology tests to referring clinicians, is known to exist in India; however, the extent of this practice is not well documented. This study aims to explore how common is this practice and how it affects the cost and quality of radiology services. The study also investigates if this practice varies between the private hospitals and diagnostic centers.

Method: An anonymous online survey was distributed between November 2024 and January 2025 to radiologists currently practicing in India. Total 440 responses were received and the survey data were analyzed using descriptive and comparative statistics.

Results: 85.88% radiologists have witnessed referral fee payment and 80.6% of radiologists believe that at least 20% of cost of any radiology investigation is paid as commission. 58.55% radiologists are of view that referral fee incentivizes clinicians to order unnecessary radiology investigations. Majority of radiologists think that kickback both increases the cost of radiology services for patients and reduces the net radiology revenue per test, which in turn compels them to perform more investigations in shorter timeframe. 75.28% radiologists believe that referral fee reduces the quality of radiology services. Referral fee is more common in diagnostic centres in comparison to the hospitals.

Conclusion: As per perception of practicing radiologists, referral fee payment for diagnostic radiology tests is very common practice in India, which prompts clinicians to order unnecessary radiology tests, increases costs for patients, adds to burnout of radiologists, ultimately negatively impacting the quality of radiology services.

背景:据了解,印度存在支付转诊费的做法,即放射服务提供者向转诊临床医生提供一定比例的放射检查费用;然而,这种做法的范围并没有很好的记录。本研究旨在探讨这种做法有多普遍,以及它如何影响放射学服务的成本和质量。该研究还调查了这种做法在私立医院和诊断中心之间是否存在差异。方法:在2024年11月至2025年1月期间,对目前在印度执业的放射科医生进行匿名在线调查。共收到440份回复,并采用描述性统计和比较统计对调查数据进行分析。结果:85.88%的放射科医师见证过转诊费用的支付,80.6%的放射科医师认为每次放射科就诊费用中至少有20%是作为佣金支付的。58.55%的放射科医生认为转诊费用激励临床医生进行不必要的放射检查。大多数放射科医生认为,回扣既增加了患者的放射服务成本,又减少了每次检查的净放射收入,这反过来迫使他们在更短的时间内进行更多的检查。75.28%的放射科医生认为转诊费用降低了放射科服务质量。与医院相比,诊断中心的转诊费用更为普遍。结论:根据执业放射科医生的看法,在印度,为诊断性放射检查支付转诊费是非常普遍的做法,这促使临床医生订购不必要的放射检查,增加了患者的成本,增加了放射科医生的职业倦怠,最终对放射服务质量产生负面影响。
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引用次数: 0
Advancing safety culture through training: A just culture curriculum. 通过培训推进安全文化:公正的文化课程。
Pub Date : 2026-01-13 DOI: 10.1067/j.cpradiol.2026.01.004
N Kadom, S Reich, Z Grunewald, L Reynolds, A M Saindane, P Balthazar

Establishing a Fair and Just Culture (FJC) in healthcare is foundational for enhancing reporting of patient safety events and human errors, driving quality outcomes, and establishing shared accountability among healthcare professionals. Accordingly, we developed and implemented an engaging 3-hour in-person training on FJC that was customized to radiology practice. In the inaugural year, we trained 118 physicians, staff, and operations leaders in radiology and demonstrated that the program results in increased knowledge, skills and attitude ratings collectively by 67.1%. We are sustaining this training program to date and plan to expand it based on participant feedback and interest from stakeholders outside of radiology at our academic institution.

在医疗保健领域建立公平和公正的文化(FJC)是加强报告患者安全事件和人为错误、推动质量结果和在医疗保健专业人员之间建立共同责任的基础。因此,我们开发并实施了针对放射学实践定制的3小时FJC亲自培训。在第一年,我们培训了118名医生、员工和放射科业务负责人,结果表明,该项目提高了67.1%的知识、技能和态度评级。到目前为止,我们一直在维持这个培训项目,并计划根据参与者的反馈和我们学术机构放射学以外利益相关者的兴趣来扩展它。
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引用次数: 0
期刊
Current problems in diagnostic radiology
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