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Evaluating the Clinical Utility of Node-RADS 1.0 for Axillary Lymph Node Assessment in Breast Cancer: Comparison with Conventional MRI Diagnosis. 评价Node- rads 1.0在乳腺癌腋窝淋巴结评估中的临床应用:与常规MRI诊断的比较。
IF 3.4 4区 医学 Q3 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-12-06 DOI: 10.1093/bjr/tqaf304
Jiayi Liao, Chunling Liu, Xu Huang, Yunrui Ye, Zeyan Xu, Yanting Liang, Changhong Liang, Lei Wu

Objectives: To evaluate the clinical utility of Node-Reporting and Data System (Node-RADS) 1.0 in assessing axillary lymph node (ALN) on breast MRI.

Methods: This retrospective study included women with clinical T1-T2 stage breast cancer who underwent surgery between April 2014 and March 2023. MRI-ALN status was first evaluated using routine clinical diagnostic criteria. Node-RADS scores were subsequently assigned based on preoperative MRI after a two-week interval. The optimal cut-off was determined using the Youden index. Diagnostic performance was compared for assessing ALN metastasis (ALNM) and pathological ALN (pALN) burden. In the secondary analysis, differences in imaging features were further evaluated in patients with Node-RADS < 3.

Results: The optimal cut-off for diagnosing ALNM was Node-RADS >1. Compared with MRI-ALN status, Node-RADS score demonstrated lower sensitivity (56% vs. 71%, p < 0.01), but comparable specificity (92% vs. 85%, p = 0.16). For assessing pALN burden, Node-RADS > 2 was the optimal cut-off with lower sensitivity (55% vs. 77%, p < 0.01) but higher specificity (82% vs. 62%, p < 0.01). In the secondary analysis, patients with ALNM showed significant differences in cortical morphology and the suspicious breast-side lymph node sign.

Conclusions: Node-RADS 1.0 showed lower sensitivity than conventional MRI diagnosis in assessing ALNM but demonstrated good specificity in evaluating ALNM and pALN burden.

Advances in knowledge: Node-RADS 1.0 showed lower sensitivity than conventional MRI diagnosis in assessing ALNM. The potential value of cortical morphology and the suspicious breast-side lymph node sign in improving the sensitivity of Node-RADS 1.0 warrant further investigation.

目的:评价淋巴结报告与数据系统(node - rads) 1.0在乳腺MRI腋窝淋巴结(ALN)评估中的临床应用价值。方法:这项回顾性研究纳入了2014年4月至2023年3月期间接受手术治疗的临床T1-T2期乳腺癌妇女。MRI-ALN状态首先使用常规临床诊断标准进行评估。节点- rads评分随后根据术前MRI在两周间隔后分配。采用约登指数确定最佳临界值。比较ALN转移(ALNM)和病理ALN (pALN)负担的诊断性能。在二次分析中,进一步评估Node-RADS < 3的患者影像学特征的差异。结果:诊断ALNM的最佳临界值为Node-RADS bbb1。与MRI- aln状态相比,Node-RADS评分的敏感性较低(56%对71%,p2是较低敏感性的最佳临界值(55%对77%)。结论:Node-RADS 1.0在评估ALNM方面的敏感性低于常规MRI诊断,但在评估ALNM和pALN负担方面具有良好的特异性。知识进展:Node-RADS 1.0在评估ALNM时的敏感性低于常规MRI诊断。皮质形态学和可疑的胸侧淋巴结征象在提高node - rads 1.0的敏感性方面的潜在价值值得进一步研究。
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引用次数: 0
Bronchopulmonary Malinosculations. 支气管肺的Malinosculations。
IF 3.4 4区 医学 Q3 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-12-05 DOI: 10.1093/bjr/tqaf301
Aprateem Mukherjee, Damandeep Singh, Niraj Nirmal Pandey

Congenital bronchopulmonary malinosculations encompass a spectrum of disorders characterized by anomalous connections among the three components in the lung-airways, parenchyma, and vessels. This review describes these anomalies using a simplified systematic approach to facilitate understanding and diagnosis. The classification framework, based on the presence or absence of arterial, venous, and bronchial anomalies, organizes malinosculations into seven groups. Cross sectional imaging techniques such as CT angiography plays a critical role in delineating anatomical abnormalities, enabling precise identification of malformed components. This systematic approach aids in identifying and managing these complex congenital anomalies, improving diagnostic accuracy and treatment planning.

先天性支气管肺不良包括一系列疾病,其特征是肺气道、肺实质和肺血管三部分之间的连接异常。本文采用简化的系统方法描述这些异常,以方便理解和诊断。分类框架,根据有无动脉,静脉和支气管异常,将不良接触分为七组。CT血管造影等横断成像技术在描绘解剖异常方面起着至关重要的作用,能够精确识别畸形部件。这种系统的方法有助于识别和管理这些复杂的先天性异常,提高诊断准确性和治疗计划。
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引用次数: 0
Impact of increased oxygen concentration on the FLASH sparing effect in mice is tissue dependent. 氧浓度增加对小鼠FLASH保留效应的影响是组织依赖性的。
IF 3.4 4区 医学 Q3 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-12-03 DOI: 10.1093/bjr/tqaf290
A Sesink, L Soutter, R Geyer, T T Böhlen, C Bailat, V Grilj

Objectives: Previous findings reported increased toxicity of FLASH radiotherapy (FLASH) delivered under supplemental oxygen but failed to quantify the change in magnitude of the FLASH sparing effect. This study investigated the impact of oxygen breathing on normal tissue complication probability (NTCP) following FLASH and conventional radiotherapy (CONV) using murine models of acute gastrointestinal and skin toxicity.

Methods: Tumor-free C57BL/6 and BALB/c mice received whole-abdominal or skin irradiation, respectively, using either CONV or FLASH. Dose escalation was performed under air- and oxygen-breathing in both models to determine NTCP curves. The FLASH dose modifying factor (DMF) was derived as the dose ratio at 50% NTCP. Changes in tissue oxygenation, going from air- to oxygen-breathing, were measured in vivo using oxygen sensing by phosphorescence quenching.

Results: Abdominal irradiation under air breathing showed a significant FLASH sparing effect, with a mean DMF of 1.14. This effect was abolished under oxygen breathing, with a mean DMF reduced to 1.00. In contrast, skin irradiation under air breathing demonstrated a strong FLASH sparing effect, with a mean DMF of 1.42, which was largely preserved under oxygen breathing (mean DMF = 1.40). Oxygen breathing markedly increased tissue oxygenation in both the intestine and skin.

Conclusions: Maintaining of the FLASH sparing effect under increased oxygenation is tissue dependent. Our findings indicate potential difference in CONV and FLASH oxygen enhancement ratio (OER) curves.

Advances in knowledge: By conducting dose escalation experiments in animal models we provided first quantification of change in magnitude of FLASH sparing effect under increased tissue oxygenation.

目的:先前的研究结果报道了在补充氧气下进行的FLASH放疗(FLASH)毒性增加,但未能量化FLASH保留效果的大小变化。本研究采用小鼠急性胃肠道和皮肤毒性模型,研究了氧呼吸对FLASH和常规放疗(CONV)后正常组织并发症概率(NTCP)的影响。方法:无肿瘤C57BL/6和BALB/c小鼠分别采用CONV或FLASH全腹或皮肤照射。两种模型均在空气和氧气呼吸下进行剂量递增以确定NTCP曲线。闪光剂量修正因子(DMF)为50% NTCP时的剂量比。利用磷光猝灭的氧传感技术,在体内测量了从空气到氧气呼吸的组织氧合变化。结果:空气呼吸下腹部照射具有明显的FLASH节约效果,平均DMF为1.14。这种影响在氧气呼吸下消失,平均DMF降低到1.00。相比之下,空气呼吸下的皮肤照射表现出强烈的FLASH保留作用,平均DMF为1.42,而氧气呼吸下的皮肤照射则基本保留下来(平均DMF = 1.40)。氧气呼吸明显增加了肠道和皮肤组织的氧合。结论:在氧合增加的情况下,维持FLASH保留效果是组织依赖的。我们的发现表明CONV和FLASH氧增强比(OER)曲线的电位差异。知识进展:通过在动物模型中进行剂量递增实验,我们首次量化了组织氧合增加时FLASH保留效应的变化幅度。
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引用次数: 0
Staging Pleural Mesothelioma Revitalised. 胸膜间皮瘤的分期。
IF 3.4 4区 医学 Q3 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-12-03 DOI: 10.1093/bjr/tqaf297
R E Benamore, C Xie, I Sobirov

Malignant pleural mesothelioma (PM) is the most common primary tumour of the pleura. Accurate staging is essential for treatment selection and prognostication. The 9th edition of the TNM classification introduces validated, imaging-based updates to tumour (T), node (N), and metastasis (M) staging. This article explores the scientific rationale and clinical utility of TNM 9, with a focus on imaging techniques, automated tumour volume assessment, and future developments in imaging and artificial intelligence.

恶性胸膜间皮瘤(PM)是最常见的胸膜原发肿瘤。准确的分期对治疗选择和预后至关重要。第9版TNM分类介绍了肿瘤(T)、淋巴结(N)和转移(M)分期的有效的、基于成像的更新。本文探讨了TNM 9的科学原理和临床应用,重点介绍了成像技术、自动肿瘤体积评估以及成像和人工智能的未来发展。
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引用次数: 0
Is Exceeding Estimated Bladder Capacity During Voiding Cystourethrograms Harmful? 排尿时膀胱容量超过膀胱输尿管造影是否有害?
IF 3.4 4区 医学 Q3 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-12-02 DOI: 10.1093/bjr/tqaf293
Robert M DeFlorio, Monica S Epelman, Kimberly Christnacht, Henry Zheng, Chetan C Shah

Objectives: The purpose of this study was to compare the actual bladder capacity of children undergoing voiding cystourethrogram (VCUG) with existing formula-derived estimates and to describe any adverse effects of bladder overdistention during VCUG.

Methods: This retrospective study involved review of 884 consecutive VCUG performed over 3 years. Cases with underlying conditions that could artificially increase bladder capacity, such as neurogenic bladders or vesicoureteral reflux, were excluded.

Results: Included were 440 normal VCUG procedures. Bladder volumes exceeded the expected bladder capacity set by the American Academy of Pediatrics (AAP) and American College of Radiology in 284 VCUG (65%). Of 261 VCUG performed on children <2 years of age, 164 (63%) VCUG exceeded the expected capacity. In the 2-14-year-old age group, 113 (68%) of the 165 VCUG performed exceeded the expected bladder capacity. Among the 14 VCUG performed on children >14 years of age, seven (50%) exceeded the bladder capacity. No adverse effects were found after the VCUG in the 32 VCUG (7.3%) requiring a contrast volume of more than two times the AAP estimates and in the 22 VCUG studies (5%) requiring a contrast volume of more than three times the AAP estimates.

Conclusion: This study suggests that current guidelines often underestimate bladder capacity, and exceeding the expected bladder capacity appears to be reasonably safe without the occurrence of complications.

Advances in knowledge: Current AAP guidelines often underestimate the capacity of the urinary bladder. Exceeding the expected bladder capacity appears to be reasonably safe.

目的:本研究的目的是比较进行排尿膀胱尿道造影(VCUG)的儿童的实际膀胱容量与现有的公式推导的估计,并描述在VCUG期间膀胱过度膨胀的任何不良影响。方法:回顾性分析884例连续3年的VCUG。排除可能人为增加膀胱容量的潜在疾病,如神经源性膀胱或膀胱输尿管反流。结果:纳入440例正常VCUG手术。膀胱容量超过了美国儿科学会(AAP)和美国放射学会在284 VCUG中设定的预期膀胱容量(65%)。在对14岁儿童施行的261例VCUG中,7例(50%)膀胱容量超出。32个VCUG(7.3%)需要超过AAP估计两倍的造影剂量,22个VCUG研究(5%)需要超过AAP估计三倍的造影剂量,在VCUG后未发现不良反应。结论:本研究提示现行指南经常低估膀胱容量,超过预期膀胱容量似乎是合理安全的,且不会发生并发症。知识进展:目前的AAP指南经常低估膀胱的容量。超过预期的膀胱容量似乎是相当安全的。
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引用次数: 0
Ultrasound of lung parenchyma - current state and future. 肺实质超声-现状与未来。
IF 3.4 4区 医学 Q3 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-12-02 DOI: 10.1093/bjr/tqaf288
Alguili Elsheikh, Christian Kildegaard, Pia Iben Pietersen, Jesper Rømhild Davidsen, Najib M Rahman, Christian B Laursen

The evidence base supporting the use of thoracic ultrasound to assess the lung parenchyma has expanded and consolidated itself significantly within the last decade. Thoracic ultrasound for lung parenchyma assessment is now finding its way into statements and clinical practice guidelines for several conditions in various settings. Since assessment of patients with possible chest disease is a very common clinical scenario, knowledge of the various types of chest imaging is essential for any physician. The most common indication for thoracic ultrasound for lung parenchymal assessment is for screening and diagnostic purposes. Several new studies have however demonstrated a possible large potential for using thoracic lung ultrasound to monitor lung diseases. The recent COVID-19 pandemic has increased the scope of lung parenchymal ultrasound, from diagnosis to monitoring of the disease. Deep learning of contrast enhances thoracic ultrasound to aid diagnosis is a new developing area. Despite increasing use of thoracic ultrasound in respiratory medicine, a consensus on assessment of competencies, and education is lacking. The aim of this review is to provide the reader with a focus overview of the current use and diagnostic limitation of thoracic ultrasound for assessment of the lung parenchyma, and future development.

支持使用胸部超声评估肺实质的证据基础在过去十年中得到了显著的扩展和巩固。胸部超声肺实质评估现在正在寻找它的方式进入声明和临床实践指南的几种条件在不同的设置。由于对可能患有胸部疾病的患者进行评估是一种非常常见的临床场景,因此对任何医生来说,了解各种类型的胸部影像学都是必不可少的。胸部超声肺实质评估最常见的适应症是筛查和诊断目的。然而,几项新的研究表明,使用胸肺超声监测肺部疾病可能有很大的潜力。最近的COVID-19大流行扩大了肺实质超声的范围,从诊断到监测疾病。造影剂的深度学习增强胸部超声辅助诊断是一个新的发展方向。尽管在呼吸医学中越来越多地使用胸部超声,但缺乏对能力评估和教育的共识。这篇综述的目的是为读者提供一个重点概述当前使用和诊断局限性的胸部超声评估肺实质,和未来的发展。
{"title":"Ultrasound of lung parenchyma - current state and future.","authors":"Alguili Elsheikh, Christian Kildegaard, Pia Iben Pietersen, Jesper Rømhild Davidsen, Najib M Rahman, Christian B Laursen","doi":"10.1093/bjr/tqaf288","DOIUrl":"https://doi.org/10.1093/bjr/tqaf288","url":null,"abstract":"<p><p>The evidence base supporting the use of thoracic ultrasound to assess the lung parenchyma has expanded and consolidated itself significantly within the last decade. Thoracic ultrasound for lung parenchyma assessment is now finding its way into statements and clinical practice guidelines for several conditions in various settings. Since assessment of patients with possible chest disease is a very common clinical scenario, knowledge of the various types of chest imaging is essential for any physician. The most common indication for thoracic ultrasound for lung parenchymal assessment is for screening and diagnostic purposes. Several new studies have however demonstrated a possible large potential for using thoracic lung ultrasound to monitor lung diseases. The recent COVID-19 pandemic has increased the scope of lung parenchymal ultrasound, from diagnosis to monitoring of the disease. Deep learning of contrast enhances thoracic ultrasound to aid diagnosis is a new developing area. Despite increasing use of thoracic ultrasound in respiratory medicine, a consensus on assessment of competencies, and education is lacking. The aim of this review is to provide the reader with a focus overview of the current use and diagnostic limitation of thoracic ultrasound for assessment of the lung parenchyma, and future development.</p>","PeriodicalId":9306,"journal":{"name":"British Journal of Radiology","volume":" ","pages":""},"PeriodicalIF":3.4,"publicationDate":"2025-12-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145660464","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A multicenter validation study of 3D V-Net-based segmentation model for adrenal glands: Cross-protocol generalization from abdominal CT to chest CT. 基于v - net的肾上腺三维分割模型的多中心验证研究:从腹部CT到胸部CT的跨方案推广。
IF 3.4 4区 医学 Q3 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-12-02 DOI: 10.1093/bjr/tqaf294
Yuanchong Chen, Kexin Wang, Yaofeng Zhang, Jiangtao Liu, He Wang, Xiaodong Zhang, Xiaoying Wang

Objectives: To establish a 3D V-Net-based segmentation model for adrenal glands on abdominal CT images and validate its performance in multicenter datasets, including chest CT images.

Methods: CT images of adrenal glands were retrospectively collected for the training of the adrenal segmentation model. Abdominal CT scans with normal and abnormal adrenal glands (N = 5660) were recruited as the model development cohort and were split into training, internal validation, and internal test sets for the development of the segmentation model. Two groups of health screening subjects were included for model validation: one from the same institution (N = 6126, validation cohort 1) and one from an outside institution (N = 931, validation cohort 2). Their chest CT images were used for model validation. The Dice similarity coefficient (DSC) was used to evaluate the efficacy of the model.

Results: The DSC of the test set for left and right adrenal segmentation were 0.920 (0.890-0.930) and 0.910 (0.890-0.930), respectively. In the validation cohorts, the DSC values were 0.816 (0.744-0.866) for the left adrenal gland and 0.819 (0.743-0.865) for the right adrenal gland in validation cohort 1, and 0.752 (0.666-0.820) for the left adrenal gland and 0.747 (0.673-0.812) for the right adrenal gland in validation cohort 2.

Conclusions: The 3D V-Net-based adrenal segmentation model achieves considerable segmentation efficacy and demonstrates generalizability from abdominal CT to chest CT, making it suitable for use in CT images with various scanning protocols.

Advances in knowledge: The study developed a deep learning model using 3D V-Net for the segmentation of adrenal glands on CT images, achieving good performance of normal and abnormal glands in validation cohorts with different scanning protocols and from multiple institutions, demonstrating its potential as a "flagging" system aiding diagnosis.

目的:建立基于v - net的腹部CT图像肾上腺三维分割模型,并在包括胸部CT图像在内的多中心数据集上验证其性能。方法:回顾性收集肾上腺CT图像,对肾上腺分割模型进行训练。招募正常和异常肾上腺的腹部CT扫描(N = 5660)作为模型开发队列,分为训练集、内部验证集和内部测试集,用于分割模型的开发。纳入两组健康筛查受试者进行模型验证:一组来自同一机构(N = 6126,验证队列1),另一组来自外部机构(N = 931,验证队列2)。他们的胸部CT图像用于模型验证。采用Dice相似系数(DSC)评价模型的有效性。结果:左、右肾上腺分割集DSC分别为0.920(0.890-0.930)、0.910(0.890-0.930)。验证队列1中,左肾上腺的DSC值为0.816(0.744-0.866),右肾上腺的DSC值为0.819(0.743-0.865);验证队列2中,左肾上腺的DSC值为0.752(0.666-0.820),右肾上腺的DSC值为0.747(0.673-0.812)。结论:基于v - net的3D肾上腺分割模型具有较好的分割效果,具有从腹部CT到胸部CT的通用性,适用于各种扫描方案的CT图像。知识进展:本研究利用3D V-Net开发了一种深度学习模型,用于在CT图像上分割肾上腺,在不同扫描方案和来自多个机构的验证队列中,正常和异常腺体的表现良好,显示了其作为辅助诊断的“标记”系统的潜力。
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引用次数: 0
Enhancing Procedural Proficiency in Interventional Radiology: A Prospective Observational Study on Cross-Training and Gender Perspectives in Simulator-Based Education. 提高介入放射学的程序熟练程度:基于模拟器的交叉训练和性别视角的前瞻性观察研究。
IF 3.4 4区 医学 Q3 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-12-02 DOI: 10.1093/bjr/tqaf296
M Strebl, N Kronner, J Lenk, C Wintergerst, W Uller, M de Bocourt, E Can

Objectives: This study evaluates the effectiveness of virtual reality enhanced simulation in training medical students for procedural proficiency. It emphasises gender disparities in skill acquisition and confidence-building. Additionally, a cross-training component assesses skill transferability between different virtual interventional radiology procedures.

Methods: 20 medical students were randomised into 2 groups (n = 10 each), training on an advanced virtual reality simulator for interventional radiology. After 5 sessions on their primary case, participants switched cases for a sixth cross-training session. Performance was assessed through virtual fluoroscopy time. Pre- and post-training questions evaluated skill development, confidence levels, and career perceptions.

Results: Virtual fluoroscopy times decreased significantly over 5 sessions, with a mean reduction of 66% (23.85 to 8.06 minutes, p = 0.0023), indicating improved procedural efficiency. Cross-training demonstrated effective skill transfer, with virtual fluoroscopy times approximately 50% shorter compared to the initial training of the alternate group (p = 0.029, n = 10; p = 0.035, n = 8). Female participants (n = 11) reported lower confidence levels in in self-assessed manual dexterity (p = 0.019) but showed comparable or superior performance improvements to males (n = 9) by the end of training.

Conclusion: Simulation effectively enhances procedural expertise and skill adaptability in a virtual environment. Gender-specific findings highlight the need for tailored training strategies to address confidence gaps and support diversity in Interventional Radiology.

Advances in knowledge: Cross-training enhances skill transferability across different interventional radiology procedures. Despite gender-specific differences in perceptions of manual dexterity, performance between genders remains comparable.

Enhancing procedural proficiency in interventional radiology: A Prospective Observational Study on Cross-Training and Exploratory Gender Perspectives in Simulator-Based Education.

目的:本研究评估虚拟实境强化模拟在医学生程序熟练度训练中的效果。它强调了技能获取和建立信任方面的性别差异。此外,交叉训练组件评估不同虚拟介入放射学程序之间的技能可转移性。方法:将20名医学生随机分为两组(每组10人),在先进的介入放射学虚拟现实模拟器上进行训练。在对他们的主要案例进行5次培训后,参与者交换案例进行第六次交叉培训。通过虚拟透视时间评估表现。培训前和培训后的问题评估了技能发展、信心水平和职业认知。结果:5次虚拟透视时间明显减少,平均减少66%(23.85 ~ 8.06分钟,p = 0.0023),表明手术效率提高。交叉训练证明了有效的技能转移,与替代组的初始训练相比,虚拟透视时间缩短了约50% (p = 0.029, n = 10; p = 0.035, n = 8)。女性参与者(n = 11)在自我评估的手巧度方面的信心水平较低(p = 0.019),但在训练结束时表现出与男性(n = 9)相当或更好的表现改善。结论:仿真有效地提高了程序专业知识和技能在虚拟环境中的适应性。针对不同性别的调查结果强调,有必要制定量身定制的培训战略,以解决信任差距并支持介入放射学的多样性。知识的进步:交叉培训提高了不同介入放射学程序之间的技能可转移性。尽管对手灵巧度的感知存在性别差异,但性别之间的表现仍然具有可比性。提高介入放射学的程序熟练程度:模拟器教育中交叉训练和探索性性别视角的前瞻性观察研究。
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引用次数: 0
Diagnostic Accuracy of Ultrasound in Carpal Tunnel Syndrome: Analysis of Established and Novel Parameters. 超声诊断腕管综合征的准确性:已有参数和新参数的分析。
IF 3.4 4区 医学 Q3 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-12-02 DOI: 10.1093/bjr/tqaf292
Qijiu Zou, Xiaoli Guo, Yifei Yin, Guheng Wang, Rui Jiang, Hongmei Gu, Xuejun Ni

Purpose: This study evaluated the diagnostic accuracy of three ultrasound-based parameters-median nerve cross-sectional area (CSA), elasticity (E value), and blood flow pixel ratio (BFPR)-in grading carpal tunnel syndrome (CTS) severity. These parameters were assessed using high-frequency ultrasound, shear wave elastography (SWE), and superb microvascular imaging (SMI), with nerve conduction studies (NCS) as the reference standard.

Methods: A prospective study conducted between April 2024 and January 2025 included 128 patients with suspected CTS and 25 healthy controls, totaling 223 median nerves. CTS severity was categorized as mild, moderate, or severe based on NCS results.

Results: CSA increased from 10.05 mm2 in controls to 17.35 mm2 in severe CTS, E value rose from 42.35 kPa to 128.39 kPa, and BFPR increased from 3.99% to 19.76%. BFPR had the highest sensitivity for detecting mild CTS (cutoff 5.9%). Significant correlations (r > 0.78, p < 0.0001) were found among CSA, E value, and BFPR. ROC analysis showed excellent diagnostic accuracy with AUC values of 0.90-0.97 for distinguishing controls from CTS patients and 0.93-0.95 for differentiating mild from moderate-to-severe CTS.

Conclusion: Multiparametric ultrasound, particularly BFPR via SMI, provides a reliable, non-invasive alternative to NCS for early CTS detection and severity grading, with potential for standardizing diagnostic guidelines.

Advancement in knowledge: This study improves ultrasound-based CTS diagnosis by integrating CSA, E value, and BFPR, offering an effective method for early detection and severity grading. BFPR, especially via SMI, demonstrates high sensitivity for mild CTS and could standardize diagnostic approaches.

目的:本研究评估三个基于超声的参数——正中神经横截面积(CSA)、弹性(E值)和血流像素比(BFPR)对腕管综合征(CTS)严重程度分级的诊断准确性。采用高频超声、横波弹性成像(SWE)和高超微血管成像(SMI)评估这些参数,并以神经传导研究(NCS)为参考标准。方法:一项前瞻性研究于2024年4月至2025年1月进行,包括128例疑似CTS患者和25名健康对照,共223条正中神经。根据NCS结果将CTS严重程度分为轻度、中度或重度。结果:CSA由对照组的10.05 mm2上升至重度CTS的17.35 mm2, E值由42.35 kPa上升至128.39 kPa, BFPR由3.99%上升至19.76%。BFPR对轻度CTS的检测灵敏度最高(截止值5.9%)。结论:多参数超声,特别是经SMI的BFPR,为早期CTS检测和严重程度分级提供了可靠、无创的替代NCS的方法,具有标准化诊断指南的潜力。知识进展:本研究通过综合CSA、E值和BFPR,提高了超声CTS诊断水平,为早期发现和严重程度分级提供了有效的方法。BFPR,特别是通过SMI检测,对轻度CTS具有较高的敏感性,可以规范诊断方法。
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引用次数: 0
Evaluating the role of large language models in supporting patient education during the informed consent process for routine radiology procedures. 评估法学硕士在常规放射程序知情同意过程中支持患者教育的作用。
IF 3.4 4区 医学 Q3 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-12-01 DOI: 10.1093/bjr/tqaf225
Eric Einspänner, Roland Schwab, Sebastian Hupfeld, Maximilian Thormann, Erelle Fuchs, Matthias Gawlitza, Jan Borggrefe, Daniel Behme

Objectives: This study evaluated 3 LLM chatbots (GPT-3.5-turbo, GPT-4-turbo, and GPT-4o) on their effectiveness in supporting patient education by answering common patient questions for CT, MRI, and DSA informed consent, assessing their accuracy and clarity.

Methods: Two radiologists formulated 90 questions categorized as general, clinical, or technical. Each LLM answered every question 5×. Radiologists then rated the responses for medical accuracy and clarity, while medical physicists assessed technical accuracy using a Likert scale. Semantic similarity was analyzed with SBERT and cosine similarity.

Results: Ratings improved with newer model versions. Linear mixed-effects models revealed that GPT-4 models were rated significantly higher than GPT-3.5 (P < .001) by both physicians and physicists. However, physicians' ratings for GPT-4 models showed a significant performance decrease for complex modalities like DSA and MRI (P < .01), a pattern not observed in physicists' ratings. SBERT analysis revealed high internal consistency across all models. SBERT analysis revealed high internal consistency across all models.

Conclusion: Variability in ratings revealed that while models effectively handled general and technical questions, they struggled with contextually complex medical inquiries requiring personalized responses and nuanced understanding. Statistical analysis confirms that while newer models are superior, their performance is modality-dependent and perceived differently by clinical and technical experts.

Advances in knowledge: This study evaluates the potential of LLMs to enhance informed consent in radiology, highlighting strengths in general and technical questions while noting limitations with complex clinical inquiries, with performance varying significantly by model type and imaging modality.

目的:本研究评估了三种LLM聊天机器人(gpt -3.5 turbo, GPT-4-turbo和gpt - 40)通过回答CT, MRI和DSA知情同意的常见患者问题来支持患者教育的有效性,评估了它们的准确性和清晰度。方法:两位放射科医生制定了90个问题,分类为一般、临床或技术。每个法学硕士回答每个问题五次。然后放射科医生根据医学准确性和清晰度对回答进行评分,而医学物理学家则使用李克特量表评估技术准确性。用SBERT和余弦相似度分析语义相似度。结果:评分随着型号的更新而提高。线性混合效应模型显示,GPT-4模型的评分明显高于GPT-3.5 (p)。结论:评分的可变性表明,虽然模型有效地处理了一般和技术问题,但它们在处理需要个性化回应和细致入微理解的复杂医学查询时遇到了困难。统计分析证实,虽然较新的模型更优越,但它们的性能取决于模式,并且临床和技术专家对其的看法不同。知识进步:本研究评估了法学硕士在增强放射学知情同意方面的潜力,强调了在一般和技术问题上的优势,同时指出了复杂临床调查的局限性,其表现因模型类型和成像方式而异。
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引用次数: 0
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British Journal of Radiology
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