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Balloon assisted gastrostomy tube placement 球囊辅助胃造口管置入。
IF 2.2 3区 医学 Q2 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-04-30 DOI: 10.1007/s00261-025-04962-4
Norbert Kuc, Ariel Felman, Ilan Small, Jacob Cynamon, Arash Gohari
AbstractSection Purpose

To compare the safety and efficacy of balloon-assisted gastrostomy (BAG) placement to the conventional serial dilation technique.

AbstractSection Methods

This study is an IRB-approved retrospective review of all percutaneous gastrostomy tubes placed by an interventional radiology department at a single institution between 2012 and 2021. There were 476 patients identified (average age 63, 44% female): 385 in the serial dilation group and 91 in the balloon assisted gastrostomy (BAG) group. Patient demographic, procedure, and radiological data were reviewed in the medical record to determine procedure success, procedure/fluoroscopy time, and tube failures. Gastrostomy tube failure was defined as tube leak, clogging, or dislodgement. Adverse events were classified as per Society of Interventional Radiology guidelines. Statistical analysis was performed using Fisher’s exact test, student’s t-test, and Mann-Whitney U-test as appropriate.

AbstractSection Results

Gastrostomy tubes were successfully placed in 97.7% (377/385) of patients undergoing the serial dilation technique and 100% (91/91) of patients undergoing the BAG placement technique. BAG tube placement was associated with a 2.5 min decrease (47%) in average fluoroscopy time ( p  = 0.0002, CI: 3.76 to 1.20). Total procedure time was reduced by an average of 17.2 min (22%) ( p  = 0.0006, CI: 26.9 to 7.4). BAG was also associated with an 11% reduction in all cause gastrostomy tube failure ( p  = 0.0399). There were no statistically significant differences in the adverse event rates or median days to tube failure. Material costs were $178.32 higher in the BAG group.

AbstractSection Conclusion

BAG catheter placement can be performed safely and effectively, and is associated with reduced fluoroscopy time, procedure time, and overall failure rate compared to the serial dilation technique.

AbstractSection Graphical abstract
目的:比较气囊辅助胃造口术(BAG)与常规连续扩张术的安全性和有效性。方法:本研究是一项经irb批准的回顾性研究,涉及2012年至2021年间在一家机构的介入放射科放置的所有经皮胃造口管。共发现476例患者(平均年龄63岁,44%为女性):连续扩张组385例,气囊辅助胃造口组91例。在医疗记录中回顾患者人口统计学、手术和放射学数据,以确定手术成功、手术/透视时间和插管失败。胃造瘘管失败定义为管漏、堵塞或移位。不良事件按照介入放射学会指南进行分类。统计分析酌情采用Fisher精确检验、学生t检验和Mann-Whitney u检验。结果:采用连续扩张技术的患者胃造瘘管置入率为97.7%(377/385),采用BAG技术的患者胃造瘘管置入率为100%(91/91)。放置BAG管与平均透视时间减少2.5分钟(47%)相关(p = 0.0002, CI: 3.76至1.20)。总手术时间平均减少17.2分钟(22%)(p = 0.0006, CI: 26.9至7.4)。BAG还与全因胃造口管失败发生率降低11%相关(p = 0.0399)。两组在不良事件发生率和中位管失效天数方面无统计学差异。BAG组的材料成本高出178.32美元。结论:与连续扩张技术相比,BAG置管可以安全有效地进行,并且可以减少透视时间、手术时间和总体失败率。
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引用次数: 0
The influence of fasting on abdominal ultrasound image quality – a randomized controlled trial 禁食对腹部超声图像质量的影响——一项随机对照试验。
IF 2.2 3区 医学 Q2 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-04-29 DOI: 10.1007/s00261-025-04947-3
Maximilian Schreiner, Hendrik Thien, Trixi Braasch, Ildiko Hoffmann, Ulrich Wesemann, Daniel Merkel, Michael Ludwig

Background

Many patients are instructed to fast before abdominal ultrasound examinations in order to obtain better image quality. However, the few available studies on this topic have so far failed to demonstrate an advantage of several hours of fasting. Prolonged fasting can lead to patient distress, hypoglycemia (e.g. in insulin-treated patients), and malnutrition. Therefore, unnecessary fasting should be avoided.

Methods

For this prospective investigator-blinded study, we recruited 250 inpatients who were registered for abdominal ultrasonography in our hospital and randomized them into one of three groups: fasting for several hours, regular breakfast, or a liquid oral nutritional supplement. 215 patients could be evaluated. The sonographies were performed consecutively by inexperienced and experienced examiners who independently rated the image quality of seven anatomical structures (gallbladder, common hepatic duct [i.e., proximal part of the common duct], common bile duct [i.e., distal part of the common duct], pancreatic head, pancreatic body, pancreatic tail, and origin of the superior mesenteric artery) on a Likert scale from 1 to 5. The mean of these scores was calculated as a parameter for the diagnostic quality of the abdominal ultrasound examination.

Results

No significant difference was found for sonographic image quality after eating breakfast vs. fasting in both experienced and inexperienced examiners. In inexperienced examiners, image quality was rated slightly better after intake of liquid nutritional supplements compared to a normal breakfast (p = 0.023) or fasting (p = 0.047). However, the effect size was small.

Conclusion

A general recommendation for several hours of fasting before abdominal sonography is not necessary.

Graphical Abstract

背景:许多患者在腹部超声检查前被要求禁食,以获得更好的图像质量。然而,迄今为止,关于这一主题的少数可用研究未能证明几小时禁食的优势。长时间禁食可导致患者痛苦、低血糖(如接受胰岛素治疗的患者)和营养不良。因此,应该避免不必要的禁食。方法:在这项前瞻性研究者盲法研究中,我们招募了250名在我院登记进行腹部超声检查的住院患者,并将他们随机分为三组:禁食数小时,常规早餐或口服液体营养补充剂。215例患者可被评估。超声检查由经验不足和经验丰富的检查人员连续进行,他们独立评定七个解剖结构(胆囊、肝总管(即总管近端)、胆总管(即总管远端)、胰头、胰体、胰尾和肠系膜上动脉起源)的图像质量,李克特评分从1到5。计算这些评分的平均值作为腹部超声检查诊断质量的参数。结果:在有经验和没有经验的检查人员中,吃早餐后的超声图像质量与禁食后的超声图像质量无显著差异。在没有经验的审查员中,与正常早餐(p = 0.023)或禁食(p = 0.047)相比,摄入液体营养补充剂后的图像质量评分略高。然而,效应量很小。结论:一般建议在腹部超声检查前禁食几个小时是没有必要的。
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引用次数: 0
MRI radiomics prediction modelling for pathological complete response to neoadjuvant chemoradiotherapy in locally advanced rectal cancer: a systematic review and meta-analysis 局部晚期直肠癌新辅助放化疗病理完全缓解的MRI放射组学预测模型:系统回顾和荟萃分析。
IF 2.2 3区 医学 Q2 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-04-28 DOI: 10.1007/s00261-025-04953-5
Jason Rai, Dinh V. C. Mai, Ioanna Drami, Edward T. Pring, Laura E. Gould, Phillip F. C. Lung, Thomas Glover, Joshua D. Shur, Brandon Whitcher, Thanos Athanasiou, John T. Jenkins

Purpose

Predicting response to neoadjuvant therapy in locally advanced rectal cancer (LARC) is challenging. Organ preservation strategies can be offered to patients with complete clinical response. We aim to evaluate MRI-derived radiomics models in predicting complete pathological response (pCR).

Methods

Search included MEDLINE, Embase and Cochrane Central Register of Controlled Trials (CENTRAL) and Cochrane Database of Systematic Reviews (CDSR) for studies published before 1st February 2024. The Quality Assessment of Diagnostic Accuracy Studies 2 (QUADAS-2) and Radiomics Quality Score (RQS) tools were used to assess quality of included study. The research protocol was registered in PROSPERO (CRD42024512865). We calculated pooled area under the receiver operating characteristic curve (AUC) using a random-effects model. To compare AUC between subgroups the Hanley & McNeil test was performed.

Results

Forty-four eligible studies (12,714 patients) were identified for inclusion in the systematic review. We selected thirty-five studies including 10,543 patients for meta-analysis. The pooled AUC for MRI radiomics predicted pCR in LARC was 0.87 (95% CI 0.84–0.89). In the subgroup analysis 3 T MRI field intensity had higher pooled AUC 0.9 (95% CI 0.87–0.94) than 1.5 T pooled AUC 0.82 (95% CI 0.80–0.83) p < 0.001. Asian ethnicity had higher pooled AUC 0.9 (95% CI 0.87–0.93) than non-Asian pooled AUC 0.8 (95% CI 0.75–0.84) p < 0.001.

Conclusion

We have demonstrated that 3 T MRI field intensity provides a superior predictive performance. The role of ethnicity on radiomics features needs to be explored in future studies. Further research in the field of MRI radiomics is important as accurate prediction for pCR can lead to organ preservation strategy in LARC.

Graphical abstract

目的:预测局部晚期直肠癌(LARC)对新辅助治疗的反应具有挑战性。为临床反应完全的患者提供器官保存策略。我们的目的是评估mri衍生的放射组学模型在预测完全病理反应(pCR)方面的作用。方法:检索MEDLINE、Embase、Cochrane中央对照试验注册库(Central)和Cochrane系统评价数据库(CDSR),检索2024年2月1日前发表的研究。使用诊断准确性研究质量评估2 (QUADAS-2)和放射组学质量评分(RQS)工具评估纳入研究的质量。研究方案已在PROSPERO注册(CRD42024512865)。我们使用随机效应模型计算了受者工作特征曲线(AUC)下的合池面积。为了比较各组间的AUC,采用Hanley & McNeil检验。结果:44项符合条件的研究(12,714例患者)被纳入系统评价。我们选择了35项研究,包括10,543例患者进行meta分析。MRI放射组学预测LARC pCR的合并AUC为0.87 (95% CI 0.84-0.89)。在亚组分析中,3t MRI场强度的合并AUC为0.9 (95% CI 0.87-0.94),高于1.5 T合并AUC 0.82 (95% CI 0.80-0.83)。结论:我们已经证明3t MRI场强度提供了优越的预测性能。种族对放射组学特征的作用需要在未来的研究中探索。MRI放射组学领域的进一步研究是重要的,因为准确预测pCR可以指导LARC的器官保存策略。
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引用次数: 0
Development and validation of a CT-based nomogram to preoperative prediction of pancreatic neuroendocrine tumors (pNETs) grade 基于ct的胰腺神经内分泌肿瘤(pNETs)分级术前预测图的开发和验证。
IF 2.2 3区 医学 Q2 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-04-28 DOI: 10.1007/s00261-025-04959-z
liangqi Wang, Xiangtian Zhao, Wenxia Zhu, Yuan Ji, Mengsu Zeng, Mingliang Wang

Background/Purpose

It is challenging to determine the pancreatic neuroendocrine tumors (pNETs) malignancy grade noninvasively. We aim to establish a CT - based diagnostic nomogram to predict the tumor grade of pNETs.

Methods

The patients with pathologically confirmed pNETs were recruited in two centers between January 2009 and November 2020. PNETs were subdivided into three grades according to the 2017 World Health Organization classification: low-grade G1 NETs, intermediate-grade G2 NETs, and high-grade G3 NETs. The features on the CT images were carefully evaluated. To build the nomogram, multivariable logistic regression analysis was performed on the imaging features selected by LASSO to generate a combined indicator for estimating the tumor grade.

Results

A total of 162 pNETs (training set n = 114, internal validation set n = 21, external validation set, n = 48) were admitted, including 73 (45.1%) G1 and 89 (54.9%) G2/3. A nomogram comprising the tumor margin, tumor size, neuroendocrine symptoms and the enhanced ratio on portal vein phase images of tumor was established to predict the malignancy grade of pNETs. The mean AUC for the nomogram was 0.848 (95% CI, 0.918–0.953). Application of the developed nomogram in the internal validation dataset still yielded good discrimination (AUC, 0.835; 95% CI, 0.915–0.954). The externally validated nomogram yielded a slightly lower AUC of 0.770 (95% CI, 0.776–0.789).

Conclusions

The nomogram model demonstrated good performance in preoperatively predicting the malignancy grade of pNETs, and can provide clinicians with a simple, practical, and non-invasive tool for personalized management of pNETs patients.

Graphical abstract

背景/目的:无创确定胰腺神经内分泌肿瘤(pNETs)恶性分级是一个挑战。我们的目的是建立一种基于CT的诊断图来预测pNETs的肿瘤分级。方法:2009年1月至2020年11月在两个中心招募病理证实的pNETs患者。根据2017年世界卫生组织的分类,PNETs被细分为三个等级:低档G1 NETs、中档G2 NETs和高档G3 NETs。仔细评估CT图像上的特征。为了构建nomogram,我们对LASSO选择的影像学特征进行多变量logistic回归分析,生成一个用于估计肿瘤分级的综合指标。结果:共纳入162个pNETs(训练集n = 114,内部验证集n = 21,外部验证集n = 48),其中G1 73 (45.1%), G2/3 89(54.9%)。建立由肿瘤边缘、肿瘤大小、神经内分泌症状和肿瘤门静脉相增强比值组成的nomogram预测pNETs的恶性分级。nomogram平均AUC为0.848 (95% CI, 0.918-0.953)。将所开发的nomogram应用于内部验证数据集仍然具有很好的判别性(AUC, 0.835;95% ci, 0.915-0.954)。外部验证的nomogram AUC略低,为0.770 (95% CI, 0.776-0.789)。结论:nomogram模型在术前预测pNETs恶性程度方面表现良好,可为临床医生提供一种简便、实用、无创的pNETs患者个性化治疗工具。
{"title":"Development and validation of a CT-based nomogram to preoperative prediction of pancreatic neuroendocrine tumors (pNETs) grade","authors":"liangqi Wang,&nbsp;Xiangtian Zhao,&nbsp;Wenxia Zhu,&nbsp;Yuan Ji,&nbsp;Mengsu Zeng,&nbsp;Mingliang Wang","doi":"10.1007/s00261-025-04959-z","DOIUrl":"10.1007/s00261-025-04959-z","url":null,"abstract":"<div><h3>Background/Purpose</h3><p>It is challenging to determine the pancreatic neuroendocrine tumors (pNETs) malignancy grade noninvasively. We aim to establish a CT - based diagnostic nomogram to predict the tumor grade of pNETs.</p><h3>Methods</h3><p>The patients with pathologically confirmed pNETs were recruited in two centers between January 2009 and November 2020. PNETs were subdivided into three grades according to the 2017 World Health Organization classification: low-grade G1 NETs, intermediate-grade G2 NETs, and high-grade G3 NETs. The features on the CT images were carefully evaluated. To build the nomogram, multivariable logistic regression analysis was performed on the imaging features selected by LASSO to generate a combined indicator for estimating the tumor grade.</p><h3>Results</h3><p>A total of 162 pNETs (training set <i>n</i> = 114, internal validation set <i>n</i> = 21, external validation set, <i>n</i> = 48) were admitted, including 73 (45.1%) G1 and 89 (54.9%) G2/3. A nomogram comprising the tumor margin, tumor size, neuroendocrine symptoms and the enhanced ratio on portal vein phase images of tumor was established to predict the malignancy grade of pNETs. The mean AUC for the nomogram was 0.848 (95% CI, 0.918–0.953). Application of the developed nomogram in the internal validation dataset still yielded good discrimination (AUC, 0.835; 95% CI, 0.915–0.954). The externally validated nomogram yielded a slightly lower AUC of 0.770 (95% CI, 0.776–0.789).</p><h3>Conclusions</h3><p>The nomogram model demonstrated good performance in preoperatively predicting the malignancy grade of pNETs, and can provide clinicians with a simple, practical, and non-invasive tool for personalized management of pNETs patients.</p><h3>Graphical abstract</h3><div><figure><div><div><picture><source><img></source></picture></div></div></figure></div></div>","PeriodicalId":7126,"journal":{"name":"Abdominal Radiology","volume":"50 11","pages":"5242 - 5252"},"PeriodicalIF":2.2,"publicationDate":"2025-04-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143965476","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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
Methodology for a fully automated pipeline of AI-based body composition tools for abdominal CT 基于人工智能的腹部CT身体成分工具全自动流水线的方法学。
IF 2.2 3区 医学 Q2 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-04-28 DOI: 10.1007/s00261-025-04951-7
John W. Garrett, Perry J. Pickhardt, Ronald M. Summers

Accurate, reproducible body composition analysis from abdominal computed tomography (CT) images is critical for both clinical research and patient care. We present a fully automated, artificial intelligence (AI)-based pipeline that streamlines the entire process—from data normalization and anatomical landmarking to automated tissue segmentation and quantitative biomarker extraction. Our methodology ensures standardized inputs and robust segmentation models to compute volumetric, density, and cross-sectional area metrics for a range of organs and tissues. Additionally, we capture selected DICOM header fields to enable downstream analysis of scan parameters and facilitate correction for acquisition-related variability. By emphasizing portability and compatibility across different scanner types, image protocols, and computational environments, we ensure broad applicability of our framework. This toolkit is the basis for the Opportunistic Screening Consortium in Abdominal Radiology (OSCAR) and has been shown to be robust and versatile, critical for large multi-center studies.

Graphical abstract

从腹部计算机断层扫描(CT)图像中准确,可重复的身体成分分析对于临床研究和患者护理至关重要。我们提出了一个完全自动化的,基于人工智能(AI)的管道,简化了整个过程-从数据归一化和解剖标记到自动组织分割和定量生物标志物提取。我们的方法确保了标准化的输入和稳健的分割模型,以计算一系列器官和组织的体积、密度和横截面积指标。此外,我们捕获选定的DICOM报头字段,以便对扫描参数进行下游分析,并便于校正与获取相关的可变性。通过强调跨不同扫描仪类型、图像协议和计算环境的可移植性和兼容性,我们确保了框架的广泛适用性。该工具包是腹部放射学机会筛查联盟(OSCAR)的基础,并已被证明是可靠和通用的,对大型多中心研究至关重要。
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引用次数: 0
Predictors of hepatocellular carcinoma in LR-M category lesions, a multi-institutional analysis 肝细胞癌LR-M类病变的预测因素,一项多机构分析。
IF 2.2 3区 医学 Q2 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-04-28 DOI: 10.1007/s00261-025-04960-6
Marybeth Nedrud, Tanya Wolfson, Brian Allen, Anum Aslam, Lauren Burke, Victoria Chernyak, Kathryn Fowler, Tyler J. Fraum, Hong-Il Ha, Elizabeth M. Hecht, Tracy Jaffe, Kevin Kalisz, Andrea Siobhan Kierans, Daniel R. Ludwig, Jasnit S. Makkar, Katrina McGinty, Matthew McInnes, Mishal Mendiratta-Lala, Omobonike Oloruntoba, Damithri Ranathunga, Benjamin Wildman-Tobriner, Anthony C. Gamst, Diana M. Cardona, Andrew Muir, Mustafa Bashir

Purpose

The Liver Imaging Reporting and Data System (LI-RADS, LR) provides a framework for diagnosing hepatocellular carcinoma (HCC, LR-5). However, not all HCCs meet LR-5 criteria and are instead categorized as LR-M, probably or definitely malignant but not specific for HCC, necessitating biopsy for diagnosis. The purpose is to identify factors associated with HCC in LR-M observations.

Methods

This is an IRB-approved, retrospective analysis of participants from 8 institutions that had a LR-M observation on CT or MRI with corresponding histopathologic diagnosis. Demographics and biochemical data were examined. Central review using the LI-RADS v2018 algorithm was performed. Kappa statistics defined inter-reader agreement. Random forest and logistic regression analyses generated a model for HCC diagnosis.

Results

162 participants with 162 LR-M observations were included. 46% of observations (74/162) were HCC and 37% were cholangiocarcinoma (60/162). Two of 34 imaging features– observation size and intra-lesion iron– showed moderate to strong inter-reader agreement (Kappa ≥ 0.60) while the remainder showed weak or no agreement (Kappa < 0.60). Random forest analysis showed biochemical features to be more predictive of HCC than imaging features. Logistic regression analysis of a model based on INR and AFP provided a 72% sensitivity and 61% specificity for HCC by Youden’s index and a 90% specificity threshold yielded 38% sensitivity, 75% positive predictive value, and 66% negative predictive value.

Conclusions

Our results show INR and AFP are associated with HCC in LR-M observations. A high-specificity threshold may assist in the non-invasive diagnosis of HCC in the appropriate setting.

Summary statement

In certain at-risk patients with a LR-M observation on diagnostic imaging, serum AFP and INR maybe useful tools for the non-invasive diagnosis of HCC.

目的:肝脏影像学报告和数据系统(LI-RADS, LR)为肝细胞癌(HCC, LR-5)的诊断提供了一个框架。然而,并不是所有的HCC都符合LR-5标准,而是被归类为LR-M,可能或肯定是恶性的,但不是HCC特异性的,需要活检进行诊断。目的是在LR-M观察中确定与HCC相关的因素。方法:这是一项irb批准的回顾性分析,来自8家机构的参与者在CT或MRI上进行了LR-M观察并进行相应的组织病理学诊断。对人口统计学和生化数据进行了检查。使用LI-RADS v2018算法进行中央评审。Kappa统计定义了读者间协议。随机森林和逻辑回归分析生成了HCC诊断模型。结果:纳入162名参与者,162例LR-M观察。46%(74/162)为HCC, 37%为胆管癌(60/162)。34个影像学特征中的两个——观察区大小和病变内铁——显示中等至强的读间一致性(Kappa≥0.60),而其余的显示弱一致性或无一致性(Kappa结论:我们的研究结果显示,在LR-M观察中,INR和AFP与HCC相关。在适当的情况下,高特异性阈值可能有助于HCC的非侵入性诊断。在某些具有LR-M诊断影像观察的高危患者中,血清AFP和INR可能是HCC无创诊断的有用工具。
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引用次数: 0
Diagnostic performance of apparent diffusion coefficient values in differentiating benign from malignant lesions in prostate PI-RADS v2.1 category 1 “nodules in nodule” 表观扩散系数值在前列腺PI-RADS v2.1第1类“结节中的结节”鉴别良恶性病变中的诊断价值
IF 2.2 3区 医学 Q2 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-04-28 DOI: 10.1007/s00261-025-04930-y
Minghua Sun, Fei Li, Xiaoyan Zhang, Rui Wu, Wenya Liu, Li Xu, Mengjie Wu, Yangang Wang

Objectives

To explore the associations between the apparent diffusion coefficient (ADC) values of prostate PI-RADS v2.1 category 1 “nodules in nodule” and their pathological characteristics.

Methods

We retrospectively analyzed the prostate images from 226 male patients who underwent biopsy following MRI from January 2019 to December 2024. Two radiologists evaluated the PI-RADS v2.1 categories of identified nodules, measured the ADC values of the prostate nodules in a double-blind manner, and analyzed the associations between these values and the pathological characteristics of the nodules via independent sample t tests or Mann-Whitney U test.

Results

The ADC values of PI-RADS v2.1 category 1 “nodules in nodule” pathologically confirmed as clinically significant prostate cancer (csPCa) were lower than those of benign prostate hyperplasia (BPH) ((unit in ×10− 3 mm2/s)TZ: 0.739 ± 0.15 versus 0.984 ± 0.24; PZ: 0.719 ± 0.17 versus 1.036 ± 0.21, p < 0.001). The AUCs were 0.799 (TZ) with a cutoff of 0.835 × 10− 3mm2/s, and 0.873(PZ) with a cutoff of 0.795 × 10− 3mm2/s, respectively. The total prostate-specific antigen (tPSA), free/t PSA, PSA density (PSAD), and prostate gland volume (PGV) differed significantly between patients with PI-RADS v2.1 “nodules in nodule” that were pathologically confirmed as csPCa and patients with BPH (all p < 0.05).

Conclusion

In patients with PI-RADS v2.1 category 1 “nodules in nodule”, when the ADC values are less than 0.835 × 10− 3mm2/s in the TZ, the PI-RADS v2.1 score of the nodule can be upgraded to 3.

目的:探讨前列腺PI-RADS v2.1第1类“结节中的结节”的表观弥散系数(ADC)值与其病理特征的关系。方法:回顾性分析2019年1月至2024年12月接受MRI活检的226例男性患者的前列腺图像。2名放射科医师评估已确诊结节的PI-RADS v2.1分类,采用双盲方法测量前列腺结节的ADC值,并通过独立样本t检验或Mann-Whitney U检验分析这些值与结节病理特征的相关性。结果:病理证实为临床显著性前列腺癌(csPCa)的PI-RADS v2.1第1类“结节中的结节”ADC值低于良性前列腺增生(BPH)(单位:×10- 3 mm2/s)TZ: 0.739±0.15 vs 0.984±0.24;PZ分别为0.719±0.17 vs 1.036±0.21,p - 3mm2/s和0.873(PZ),截止值分别为0.795 × 10- 3mm2/s。病理证实为csPCa的PI-RADS v2.1“结节中结节”患者与BPH患者的总前列腺特异性抗原(tPSA)、游离/t PSA、PSA密度(PSAD)、前列腺体积(PGV)差异有统计学意义(均p)。结论:PI-RADS v2.1第一类“结节中结节”患者,TZ ADC值小于0.835 × 10- 3mm2/s时,结节的PI-RADS v2.1评分可提升至3分。
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引用次数: 0
State of the art review of AI in renal imaging 人工智能在肾脏成像中的研究进展。
IF 2.2 3区 医学 Q2 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-04-28 DOI: 10.1007/s00261-025-04963-3
Ali Sheikhy, Fatemeh Dehghani Firouzabadi, Nathan Lay, Negin Jarrah, Pouria Yazdian Anari, Ashkan Malayeri

Renal cell carcinoma (RCC) as a significant health concern, with incidence rates rising annually due to increased use of cross-sectional imaging, leading to a higher detection of incidental renal lesions. Differentiation between benign and malignant renal lesions is essential for effective treatment planning and prognosis. Renal tumors present numerous histological subtypes with different prognoses, making precise subtype differentiation crucial. Artificial intelligence (AI), especially machine learning (ML) and deep learning (DL), shows promise in radiological analysis, providing advanced tools for renal lesion detection, segmentation, and classification to improve diagnosis and personalize treatment. Recent advancements in AI have demonstrated effectiveness in identifying renal lesions and predicting surveillance outcomes, yet limitations remain, including data variability, interpretability, and publication bias. In this review we explored the current role of AI in assessing kidney lesions, highlighting its potential in preoperative diagnosis and addressing existing challenges for clinical implementation.

肾细胞癌(RCC)是一个重要的健康问题,由于横断面成像的使用增加,其发病率每年都在上升,导致意外肾脏病变的检出率更高。鉴别肾脏良恶性病变对有效的治疗计划和预后至关重要。肾肿瘤呈现多种组织学亚型,预后不同,因此精确的亚型区分至关重要。人工智能(AI),特别是机器学习(ML)和深度学习(DL),在放射学分析中显示出前景,为肾脏病变检测、分割和分类提供了先进的工具,以提高诊断和个性化治疗。人工智能的最新进展已经证明了在识别肾脏病变和预测监测结果方面的有效性,但仍然存在局限性,包括数据可变性、可解释性和发表偏倚。在这篇综述中,我们探讨了人工智能在评估肾脏病变中的作用,强调了其在术前诊断中的潜力,并解决了临床实施中存在的挑战。
{"title":"State of the art review of AI in renal imaging","authors":"Ali Sheikhy,&nbsp;Fatemeh Dehghani Firouzabadi,&nbsp;Nathan Lay,&nbsp;Negin Jarrah,&nbsp;Pouria Yazdian Anari,&nbsp;Ashkan Malayeri","doi":"10.1007/s00261-025-04963-3","DOIUrl":"10.1007/s00261-025-04963-3","url":null,"abstract":"<div><p>Renal cell carcinoma (RCC) as a significant health concern, with incidence rates rising annually due to increased use of cross-sectional imaging, leading to a higher detection of incidental renal lesions. Differentiation between benign and malignant renal lesions is essential for effective treatment planning and prognosis. Renal tumors present numerous histological subtypes with different prognoses, making precise subtype differentiation crucial. Artificial intelligence (AI), especially machine learning (ML) and deep learning (DL), shows promise in radiological analysis, providing advanced tools for renal lesion detection, segmentation, and classification to improve diagnosis and personalize treatment. Recent advancements in AI have demonstrated effectiveness in identifying renal lesions and predicting surveillance outcomes, yet limitations remain, including data variability, interpretability, and publication bias. In this review we explored the current role of AI in assessing kidney lesions, highlighting its potential in preoperative diagnosis and addressing existing challenges for clinical implementation.</p></div>","PeriodicalId":7126,"journal":{"name":"Abdominal Radiology","volume":"50 11","pages":"5305 - 5323"},"PeriodicalIF":2.2,"publicationDate":"2025-04-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://link.springer.com/content/pdf/10.1007/s00261-025-04963-3.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143959430","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Imaging characteristics and clinical outcomes of spontaneous celiac artery dissection 自发性腹腔动脉夹层的影像学特点及临床转归。
IF 2.2 3区 医学 Q2 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-04-28 DOI: 10.1007/s00261-025-04961-5
Rika Yoshida, Hisatoshi Araki, Takeshi Yoshizako, Yasushi Kaji

Purpose

Spontaneous celiac artery dissection (CeAD) is a rare cause of acute abdominal pain. This study examined computed tomography (CT) scan findings, natural course, and outcomes of spontaneous CeAD.

Methods

Sixty patients who underwent CT scan and were diagnosed with CeAD between April 2003 and June 2023 were retrospectively reviewed. Patients with aortic dissection (n = 25), iatrogenic CeAD (n = 6), traumatic CeAD (n = 1), and celiac artery (CeA) aneurysm (n = 4) and those undergoing noncontrast-enhanced CT scans (n = 1) were excluded. The remaining 23 consecutive patients were divided into the acute symptomatic and chronic asymptomatic CeAD groups. Correlations between CT classification, treatment, and outcomes were investigated.

Results

Eighteen (78.2%) patients had hypertension requiring treatment. Of 23 patients, 18 were asymptomatic, and five had CeAD-related abdominal pain requiring hospitalization. Two had intraperitoneal bleeding. All hospitalized patients initially received conservative treatment. Upon the initial diagnosis, the mean CeA maximum outer diameter was 11.0 mm (range: 7–16). Ten (43.5%) patients had stenosis at the CeA origin. Based on CT findings from initial diagnosis to final follow-up, the outer diameter remained stable. CT showed that chronic CeAD was mostly Kim classification type IA or IB. In symptomatic patients, the dissection length on initial CT significantly decreased by final CT. No follow-up symptoms were related to CeAD, and the condition remained stable. No patients required vascular repair or surgery, and there were no deaths.

Conclusion

Spontaneous CeAD, asymptomatic and symptomatic, remained stable in imaging and clinical outcomes with conservative treatment. The Kim classification on CT plays a key role in identifying chronic CeAD, mostly type IA or IB.

目的:自发性腹腔动脉夹层(CeAD)是一种罕见的急性腹痛原因。本研究检查了自发性脑炎的CT扫描结果、自然病程和预后。方法:回顾性分析2003年4月至2023年6月间60例经CT扫描诊断为CeAD的患者。排除了主动脉夹层(n = 25)、医源性CeAD (n = 6)、外伤性CeAD (n = 1)、腹腔动脉(CeA)动脉瘤(n = 4)和行非增强CT扫描(n = 1)的患者。其余23例连续患者分为急性症状组和慢性无症状组。探讨CT分型、治疗方法及预后的相关性。结果:18例(78.2%)患者有高血压需要治疗。在23例患者中,18例无症状,5例有与头痛相关的腹痛需要住院治疗。2例腹腔出血。所有住院患者最初均接受保守治疗。初诊时,CeA平均最大外径为11.0 mm(范围7-16)。10例(43.5%)患者在CeA起源处有狭窄。从最初诊断到最终随访的CT表现来看,外径保持稳定。CT显示慢性CeAD多为Kim分型IA型或IB型,有症状者初始CT解剖长度较终CT明显缩短。随访无与CeAD相关的症状,病情保持稳定。没有患者需要血管修复或手术,也没有患者死亡。结论:自发性脑炎,无症状,经保守治疗,影像学及临床预后稳定。CT上的Kim分型在诊断慢性CeAD中起关键作用,多为IA型或IB型。
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引用次数: 0
US-Guided percutaneous core needle biopsy via the complete transhepatic approach: a reliable option for deep abdominal lesions 经全肝入路经皮穿刺穿刺活检:腹腔深部病变的可靠选择。
IF 2.2 3区 医学 Q2 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-04-26 DOI: 10.1007/s00261-025-04958-0
Halil Serdar Aslan, Kadir Han Alver

Purpose

To assess the feasibility, reliability, and diagnostic performance of ultrasound (US)-guided percutaneous core needle biopsy (PCNB) performed via the complete transhepatic approach (CTHa) for abdominal lesions.

Materials and methods

This study included 71 patients (31 males, 40 females) with a mean age of 64.8 ± 13.9 years (range: 19–93) who underwent US-guided PCNB via the CTHa for abdominal lesions between January 2014 and December 2024. All biopsies were performed by interventional radiologists with at least five years of experience using a coaxial system and an 18-gauge automatic biopsy device. Patients were assessed for technical success, diagnostic yield, and complications, which were classified as major or minor based on the Society of Interventional Radiology (SIR) guidelines.

Results

Tissue samples were successfully obtained in all cases, achieving a 100% technical success rate. Adequate material for pathological diagnosis was available in 63 of 71 patients (88.7%), while a definitive diagnosis could not be established in 11.3% of cases. Diagnostic yield was significantly influenced by lesion type (solid or mixed with cystic components) and anatomical location (p = 0.001 and p = 0.032, respectively). Complications occurred in 12.7% of patients, including 11.3% minor and 1.4% major complications. Univariate logistic regression analysis identified a history of malignancy, lesion size along the biopsy path, and the length of liver parenchyma traversed as significant predictors of complications (p = 0.012, 0.027 and 0.003 respectively). In the multivariate model, liver parenchyma length remained the only independent risk factor (p = 0.023).

Conclusion

US-guided PCNB via the CTHa is a safe and effective option for abdominal lesions when extrahepatic access is not feasible. While longer liver tissue traversal increases the risk of minor complications, no major adverse events were observed. Careful procedural planning and consideration of lesion location and cystic content are essential to optimize diagnostic yield.

Graphical Abstract

目的:评估超声(US)引导下经肝完全入路(CTHa)经皮穿刺活检(PCNB)对腹部病变的可行性、可靠性和诊断性能。材料和方法:本研究纳入了71例患者(男性31例,女性40例),平均年龄64.8±13.9岁(范围:19-93岁),于2014年1月至2024年12月期间经CTHa行us引导PCNB治疗腹部病变。所有活组织检查均由至少有5年使用同轴系统和18号自动活组织检查设备经验的介入放射科医师进行。根据介入放射学会(SIR)指南对患者进行技术成功、诊断率和并发症的评估,并将其分为严重或轻微。结果:所有病例均成功获得组织标本,技术成功率100%。71例患者中有63例(88.7%)可获得足够的病理诊断材料,而11.3%的病例无法确定诊断。病变类型(实性或混合囊性成分)和解剖位置对诊断率有显著影响(p = 0.001和p = 0.032)。12.7%的患者出现并发症,其中轻微并发症11.3%,严重并发症1.4%。单因素logistic回归分析发现,恶性病史、活检路径上病变大小和肝实质长度是并发症的重要预测因素(p分别= 0.012、0.027和0.003)。在多变量模型中,肝实质长度是唯一的独立危险因素(p = 0.023)。结论:当肝外通路不可行时,经CTHa经us引导PCNB是治疗腹部病变安全有效的选择。虽然较长的肝组织穿越增加了轻微并发症的风险,但未观察到重大不良事件。仔细的手术计划和考虑病变位置和囊性内容是优化诊断率的必要条件。
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引用次数: 0
期刊
Abdominal Radiology
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