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Performance Verification of Closed-Design Doppler Phantoms 特刊:2025 AIUM年会论文集。
IF 2.4 4区 医学 Q2 ACOUSTICS Pub Date : 2026-02-11 DOI: 10.1002/jum.169_70067
<p><i>Author: Don Tradup, RDMS, Mayo Clinic</i></p><p><i>Author: Nicholas Hangiandreou, PhD, Mayo Clinic</i></p><p><i>Author: Ted Lynch, PhD, Sun Nuclear Corporation</i></p><p><i>Author: Jaydev Dave, PhD, Mayo Clinic</i></p><p><i>Author: Zaiyang Long, PhD, Mayo Clinic</i></p><p><b>Objectives:</b> Over time our practice has purchased several “closed-design” Doppler flow phantoms, which do not permit end-user access to the flow loop. These have been very useful for comparing spectral Doppler performance of different clinical ultrasound (US) devices and for demonstrating Doppler modes for residents and students. The closed design makes for quick set-up and take-down, and good portability. However we have consistently been unable to verify aspects of phantom performance which limits their utility for some purposes. In our experience, the most important performance parameters to verify are: 1. Repeatability and reproducibility 2. Relative flow rate indicator accuracy 3. Accuracy of specified conditions for parabolic flow 4. Absolute accuracy of peak velocity specifications Flow phantom performance, especially for phantoms with a closed design, is difficult to verify in a typical clinical imaging practice for a few reasons. The basic calibration of the phantom is flow rate (plus tube diameter) while basic Doppler calibration of US scanners is velocity. The flow calibration cannot be assessed using a simple timed volume-collection method. Typical mean velocity calculations on clinical scanners can be limited in their accuracy by non-uniform insonation of the flow cross section, while peak velocity measurements are affected by intrinsic spectral broadening (ISB) errors. Peak velocity (Vpeak) can only be practically related to flow rate under conditions of fully developed parabolic flow, which depends on the flow rate, tube diameter/ cross sectional area, distance of the measurement from the “plug flow” entrance of a straight tube, and the density and dynamic viscosity of the fluid. Our goal in this work is to develop methods for verifying the specifications of Doppler flow phantom performance in the four performance areas listed above, and apply these methods to a closed-design flow phantom in our lab.</p><p><b>Methods:</b> We assessed a Sun Nuclear Doppler 403, Model 1425B flow phantom. This is a closed-design phantom with a flow loop including long horizontal and 50-degree angled tube segments for Doppler measurement. The flow rate is indicated by an integrated flow meter. Imaging was done using a GE Logiq E10 scanner and an artifact-free L2-9 probe, unless otherwise specified. Specific methods to verify the performance parameters are described below. All performance assessments utilize data sets consisting of 5 repeat measurements of Vpeak at each of 6 steady flow rate settings (2-12 ml/s). 1. Repeatability and reproducibility. Data sets were acquired at the exit end of the angled tube on three measurement sessions over a period of 7 weeks. Repeatabil
作者:Don Tradup, RDMS,梅奥诊所作者:Nicholas Hangiandreou博士,梅奥诊所作者:Ted Lynch博士,太阳核公司作者:Jaydev Dave博士,梅奥诊所作者:Zaiyang Long博士,梅奥诊所目的:随着时间的推移,我们的实践已经购买了几个“封闭设计”的多普勒流模型,它不允许最终用户访问流循环。这些对于比较不同临床超声(US)设备的频谱多普勒性能以及为住院医生和学生演示多普勒模式非常有用。封闭式设计,设置和拆卸快捷,便携性好。然而,我们一直无法验证幻影性能的各个方面,这限制了它们在某些用途上的效用。根据我们的经验,需要验证的最重要的性能参数是:1。可重复性和再现性相对流量指示器精度抛物流规定条件的精度流量幻影的性能,特别是具有封闭设计的幻影,在典型的临床成像实践中难以验证,原因有几个。模体的基本校准是流速(加上管径),而美国扫描仪的基本多普勒校准是速度。不能使用简单的定时体积收集方法来评估流量校准。临床扫描仪上典型的平均速度计算可能会受到流截面不均匀反射的精度限制,而峰值速度测量会受到本征谱展宽(ISB)误差的影响。峰值速度(Vpeak)只有在充分发展的抛物流条件下才能与流量实际相关,这取决于流量、管径/横截面积、测量到直管“塞流”入口的距离以及流体的密度和动态粘度。在这项工作中,我们的目标是开发验证上述四个性能领域的多普勒流模性能规格的方法,并将这些方法应用于我们实验室的封闭设计流模。方法:对太阳核多普勒403型1425B流模进行评估。这是一个封闭设计的幻影与流动回路包括长水平和50度角管段多普勒测量。流量由集成流量计显示。除非另有说明,否则使用GE Logiq E10扫描仪和无伪影L2-9探针进行成像。下面描述了验证性能参数的具体方法。所有性能评估使用的数据集由6个稳定流速设置(2-12 ml/s)中的每一个Vpeak的5次重复测量组成。1. 可重复性和再现性。在7周的时间里,在倾斜管的出口端进行了三次测量,获得了数据集。通过计算每组5个Vpeak重复的残值以及标准差(SD)来评估可重复性。通过计算所有3次测量期间测量的Vpeak平均值的残差以及SD来评估再现性。2. 相对流量指示器精度。通过拟合在有角度的管道出口获得的数据集的Vpeak与流量计读数来评估流量计的相对准确性,以验证成正比关系。使用飞利浦EPIQ和L12-3探针重复。3. 抛物线流动规定条件的准确性。在水平管和倾斜管的入口和出口端获取数据集,并绘制数据集。在所有测量位置确定了显示线性行为的最大流量。4. Vpeak规格的绝对精度。我们希望获得一个串模体,并将使用它来校正ISB,从而允许在流动模体中获得Vpeak测量值。结果:重复性好,重现性好。对于短期重复性,除1个外,其余剩余值均为2.5 cm/s, SDs为1.3 cm/s。对于长期重现性,所有残差值均为1.7 cm/s, SD为0.85 cm/s。这些结果被认为可以接受。2. 相对流量指示器精度。当流速高达8 ml/s时,观察到线性流动响应:斜率=12.3/cm2;y轴截距-14.0 cm/s;R2 = 0.9995。使用Philips EPIQ L12-3探针(斜率= 12.7/cm2,截距=-14.7 cm/s, R2 = 0.9988)获得的数据集测量结果证实了这些结果。判断截距值离零太远,可能表明流量计校准错误。这里缺乏较高的流动线性可以用抛物流动条件的丧失来解释。3. 抛物线流动规定条件的准确性。在管道入口附近,预计在低流量下会出现抛物线流,正如线性Vpeak与流量响应所示。非线性响应可能在较高的速率下发生,因为入口长度不足以产生抛物流。
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引用次数: 0
Radiation-Induced Deep Vein Thrombosis: Exploring Vascular Complications From Radiation Exposure in Diagnostic Imaging 特刊:2025 AIUM年会论文集。
IF 2.4 4区 医学 Q2 ACOUSTICS Pub Date : 2026-02-11 DOI: 10.1002/jum.204_70067
<p><i>Author: Karen Nussbaumer, BS, RDMS, RVT, Academy of Diagnostic and Osteopathic Medicine (ADOM)</i></p><p><b>Objectives:</b> To propose and explore the theory that deep vein thrombosis (DVT) may be induced by exposure to ionizing radiation, particularly from diagnostic medical imaging and cancer treatments. The objective is to investigate the potential mechanisms by which radiation could lead to vascular damage and altered coagulation, thereby contributing to the development of DVT.</p><p><b>Methods:</b> The study involves a comprehensive review of existing literature on the effects of ionizing radiation on blood vessels and coagulation pathways. Mechanisms such as radiation-induced endothelial damage, inflammation, and changes in blood viscosity are examined to understand how radiation exposure may create a pro-thrombotic environment. Notably, Ann Kennedy's work on disseminated intravascular coagulation (DIC) in a porcine model demonstrates that radiation can cause widespread activation of the clotting cascade and endothelial damage. Epidemiological data, case studies, and clinical observations are reviewed to identify patterns of DVT occurrence in patients exposed to diagnostic and therapeutic radiation. A proposed future study would involve a comparative analysis of DVT incidence between cancer patients frequently exposed to diagnostic imaging radiation (such as CT) and non-cancer patients who are not, using ultrasound as a primary diagnostic tool.</p><p><b>Results:</b> Although a direct comparative analysis has not yet been conducted, existing evidence suggests that radiation exposure, particularly from diagnostic imaging like CT scans, can cause endothelial damage and dysfunction, leading to a cascade of inflammatory responses that promote thrombosis. Studies show that radiation exposure can induce coagulation abnormalities such as disseminated intravascular coagulation (DIC), which may contribute to thrombotic events like DVT. It is likely that patients diagnosed and monitored with ultrasound—a non-radiative imaging modality—may have a lower incidence of DVT compared to those exposed to CT or other radiative methods. This highlights the need for further research into the potential vascular risks associated with radiation exposure and the benefits of alternative, non-radiative diagnostic options.</p><p><b>Conclusions:</b> This study presents a novel hypothesis that ionizing radiation from diagnostic imaging and cancer treatments may be a contributing factor in the development of DVT, challenging the conventional understanding of DVT etiology. The potential for radiation-induced vascular damage and coagulation changes warrants further investigation. Future research should focus on conducting a comparative study between cancer patients (who frequently receive radiation) and non-cancer patients, utilizing ultrasound to monitor DVT incidence. Such a study could provide more definitive evidence on whether patients not exposed to radiation or
作者:Karen Nussbaumer, BS, RDMS, RVT,诊断和骨科医学学会(ADOM)目的:提出并探讨电离辐射暴露可能诱发深静脉血栓形成(DVT)的理论,特别是诊断性医学成像和癌症治疗。目的是研究辐射可能导致血管损伤和凝血改变的潜在机制,从而促进深静脉血栓形成。方法:对电离辐射对血管和凝血途径影响的文献进行综述。机制,如辐射诱导的内皮损伤,炎症和血液粘度的变化进行检查,以了解如何辐射暴露可能创造一个促血栓形成的环境。值得注意的是,Ann Kennedy在猪模型中对弥散性血管内凝血(DIC)的研究表明,辐射可以引起凝血级联的广泛激活和内皮损伤。本文回顾了流行病学数据、病例研究和临床观察,以确定暴露于诊断性和治疗性放射的患者发生DVT的模式。一项提议的未来研究将包括比较分析经常暴露于诊断性成像辐射(如CT)的癌症患者与不暴露于诊断性成像辐射的非癌症患者之间的DVT发病率,使用超声作为主要诊断工具。结果:虽然尚未进行直接比较分析,但现有证据表明,辐射暴露,特别是来自CT扫描等诊断成像的辐射暴露,可导致内皮损伤和功能障碍,导致一系列炎症反应,促进血栓形成。研究表明,辐射暴露可诱发凝血异常,如弥散性血管内凝血(DIC),这可能导致血栓性事件,如DVT。用超声(一种非放射成像方式)诊断和监测的患者可能比那些暴露于CT或其他放射方法的患者有更低的DVT发生率。这突出表明需要进一步研究与辐射暴露相关的潜在血管风险以及替代非辐射诊断方案的益处。结论:本研究提出了一个新的假设,即来自诊断成像和癌症治疗的电离辐射可能是DVT发展的一个促进因素,挑战了对DVT病因的传统理解。辐射引起的血管损伤和凝血改变的可能性值得进一步研究。未来的研究应侧重于癌症患者(经常接受放疗)与非癌症患者的比较研究,利用超声监测DVT的发生率。这样的研究可以提供更明确的证据,证明不接受辐射或使用超声波代替CT扫描的患者患深静脉血栓的风险是否更低。
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引用次数: 0
The Importance of Ultrasound in Detection of Renal Artery Stenosis 特刊:2025 AIUM年会论文集。
IF 2.4 4区 医学 Q2 ACOUSTICS Pub Date : 2026-02-11 DOI: 10.1002/jum.172_70067

Author: Dawn Boynton, MBA, RDMS, RVT, RT(R)

Objectives: Demonstrate the ultrasound appearance of renal artery stenosis. Show dampened “parvus tardus” pulsed doppler waveforms. Illustrate “twinkle artifact,” or color comet tail artifact as the result of a renal stone.

Methods: Ultrasound imaging using B-mode imaging, pulsed wave and color Doppler flow of the renal arteries can detect renal artery stenosis when performed by a skilled sonographer. Renal artery stenosis or occlusive disease results in decreased blood flow to the kidneys. Prompt interventional treatment of proximal renal artery stenosis can be performed using stenting and ballooning to reduce hypertension and restore and preserve renal function.

Results: The goal of intervention with angioplasty and stenting is to preserve renal function and improve blood pressure control. With long standing RAS if intraparenchymal resistive index (RI) are > 0.80 irreversible renal damage has occurred therefore stenting may not improve renal function.

Conclusions: When performed by a skilled sonographer, ultrasound can demonstrate renal artery stenosis with color and Doppler flow. Flow to a stenotic renal artery can be improved with stenting and ballooning. Ultrasound can also demonstrate renal stones and a comet tail artifact.

作者:Dawn Boynton, MBA, RDMS, RVT, RT(R)目的:展示肾动脉狭窄的超声表现。显示衰减的脉冲多普勒波形。说明“闪烁伪影”,或作为肾结石结果的彩色彗星尾伪影。方法:在熟练超声医师的指导下,采用肾动脉b超、脉冲波和彩色多普勒超声检查肾动脉狭窄。肾动脉狭窄或闭塞性疾病导致流向肾脏的血流量减少。肾近端动脉狭窄可通过支架置入术和球囊术及时介入治疗,降低高血压,恢复和保存肾功能。结果:血管成形术和支架置入术干预的目的是维持肾功能和改善血压控制。对于长期存在的RAS患者,如果肾实质内阻力指数(RI)为0.80,则发生了不可逆的肾损害,因此支架植入术可能不能改善肾功能。结论:在熟练超声医师的指导下,超声可通过彩色和多普勒血流显示肾动脉狭窄。狭窄肾动脉的血流可以通过支架植入和球囊扩张来改善。超声也能显示肾结石和彗星尾巴。
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引用次数: 0
Accidental Vascular Ablation of Hurthle Cell Carcinoma: A Case Study of Tumor Regression and Reclassification 特刊:2025 AIUM年会论文集。
IF 2.4 4区 医学 Q2 ACOUSTICS Pub Date : 2026-02-11 DOI: 10.1002/jum.196_70067

Author: Karen Nussbaumer, BS, RDMS, RVT, Academy of Diagnostic and Osteopathic Medicine (ADOM)

Objectives: This case study presents a 24-year-old female with a history of arthritis, joint pain, and fatigue for over five years, initially misdiagnosed with Juvenile Idiopathic Arthritis and treated with Humira for 12 months. During a biopsy of a thyroid tumor, the vascular supply was accidentally ablated, resulting in the occlusion of the primary arterial supply. An ultrasound performed two days after the biopsy confirmed the ablation. The biopsy later identified the tumor as Hurthle cell carcinoma. The study aims to document the significant reduction in tumor size and the transformation of the tumor's characteristics from carcinoma to benign adenoma within 28 days, as confirmed by post-surgical biopsy.

Methods: A 9mm thyroid mass was identified as a Hurthle cell carcinoma via biopsy, showing typical carcinoma features on ultrasound: irregular borders, significant calcification, and hypervascular flow. During the biopsy, the vascular supply to the tumor was accidentally ablated, leading to occlusion of its primary arterial supply. Follow-up ultrasound was performed over a 28-day period to monitor the tumor's progression.

Results: Within 28 days of the vascular ablation, the tumor demonstrated remarkable regression, shrinking from 9mm to 2mm. Ultrasound findings indicated a dramatic change from an irregular, hypervascular tumor to a small cystic lesion with no signs of malignancy. Post-surgical biopsy of the remaining tissue revealed a benign Hurthle cell adenoma, contradicting the original carcinoma diagnosis.

Conclusions: This case illustrates the potential for spontaneous tumor regression following unintended vascular ablation, raising questions about the role of blood supply in the progression of certain thyroid carcinomas. The dramatic shift from Hurthle cell carcinoma to adenoma highlights the complexity of tumor biology and the need for further research into non-surgical interventions that could replicate these outcomes.

作者:Karen Nussbaumer, BS, RDMS, RVT,诊断和骨科医学学会(ADOM)目的:本病例研究报告了一名24岁的女性,患有关节炎,关节疼痛和疲劳病史超过5年,最初被误诊为青少年特发性关节炎,并使用修美乐治疗了12个月。在甲状腺肿瘤的活检中,血管供应被意外地消融,导致主要动脉供应闭塞。活检两天后的超声检查证实了消融。活检后确定肿瘤为Hurthle细胞癌。本研究旨在记录经术后活检证实的28天内肿瘤大小明显减小,肿瘤特征由癌向良性腺瘤转变。方法:活检发现9mm甲状腺肿块为Hurthle细胞癌,超声表现出典型的癌样特征:边界不规则,明显钙化,血管流动高。在活检过程中,肿瘤的血管供应被意外切除,导致其主要动脉供应闭塞。超声随访28天,监测肿瘤进展情况。结果:血管消融后28天内,肿瘤明显消退,由9mm缩小至2mm。超声检查结果显示从不规则的高血管肿瘤到小的囊性病变,没有恶性肿瘤的迹象。术后剩余组织活检显示为良性Hurthle细胞腺瘤,与最初的癌诊断相矛盾。结论:该病例说明了意外血管消融后自发性肿瘤消退的可能性,提出了血液供应在某些甲状腺癌进展中的作用的问题。从Hurthle细胞癌到腺瘤的巨大转变突出了肿瘤生物学的复杂性,以及进一步研究可以复制这些结果的非手术干预的必要性。
{"title":"Accidental Vascular Ablation of Hurthle Cell Carcinoma: A Case Study of Tumor Regression and Reclassification","authors":"","doi":"10.1002/jum.196_70067","DOIUrl":"10.1002/jum.196_70067","url":null,"abstract":"<p><i>Author: Karen Nussbaumer, BS, RDMS, RVT, Academy of Diagnostic and Osteopathic Medicine (ADOM)</i></p><p><b>Objectives:</b> This case study presents a 24-year-old female with a history of arthritis, joint pain, and fatigue for over five years, initially misdiagnosed with Juvenile Idiopathic Arthritis and treated with Humira for 12 months. During a biopsy of a thyroid tumor, the vascular supply was accidentally ablated, resulting in the occlusion of the primary arterial supply. An ultrasound performed two days after the biopsy confirmed the ablation. The biopsy later identified the tumor as Hurthle cell carcinoma. The study aims to document the significant reduction in tumor size and the transformation of the tumor's characteristics from carcinoma to benign adenoma within 28 days, as confirmed by post-surgical biopsy.</p><p><b>Methods:</b> A 9mm thyroid mass was identified as a Hurthle cell carcinoma via biopsy, showing typical carcinoma features on ultrasound: irregular borders, significant calcification, and hypervascular flow. During the biopsy, the vascular supply to the tumor was accidentally ablated, leading to occlusion of its primary arterial supply. Follow-up ultrasound was performed over a 28-day period to monitor the tumor's progression.</p><p><b>Results:</b> Within 28 days of the vascular ablation, the tumor demonstrated remarkable regression, shrinking from 9mm to 2mm. Ultrasound findings indicated a dramatic change from an irregular, hypervascular tumor to a small cystic lesion with no signs of malignancy. Post-surgical biopsy of the remaining tissue revealed a benign Hurthle cell adenoma, contradicting the original carcinoma diagnosis.</p><p><b>Conclusions:</b> This case illustrates the potential for spontaneous tumor regression following unintended vascular ablation, raising questions about the role of blood supply in the progression of certain thyroid carcinomas. The dramatic shift from Hurthle cell carcinoma to adenoma highlights the complexity of tumor biology and the need for further research into non-surgical interventions that could replicate these outcomes.</p>","PeriodicalId":17563,"journal":{"name":"Journal of Ultrasound in Medicine","volume":"44 S1","pages":"S137-S138"},"PeriodicalIF":2.4,"publicationDate":"2026-02-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/jum.196_70067","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146157650","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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
Comparison of Research Publications on Artificial Intelligence and ultrasound Before and After the Public Release of ChatGPT 特刊:2025 AIUM年会论文集。
IF 2.4 4区 医学 Q2 ACOUSTICS Pub Date : 2026-02-11 DOI: 10.1002/jum.167_70067
<p><i>Author: Kayla Piiwaa, Rutgers Robert Wood Johnson Medical School</i></p><p><i>Author: Balica Adrian, MD, Prisma Health/University of South Carolina</i></p><p><b>Objectives:</b> Ultrasound imaging has become essential to the field of obstetrics and gynecology since Lancet published a paper about its use in 1958 [1]. From pregnancy to ovarian cancer, ultrasound has helped physicians assess a myriad of conditions. As improvements in ultrasound technology are continually made, interest in supplementing imaging analysis with artificial intelligence (AI) has also increased. Within gynecology, promising studies have been published looking at its use in endometriosis diagnosis, ovarian cancer assessment, and it has long been considered for pregnancy such as estimating fetal weight [2–4]. While interest in AI and ultrasound has increased over the years, the advent of ChatGPT has further brought AI into public consciousness. As AI technology becomes exponentially more advanced and accessible, we have evaluated the interest of the OB/GYN community in AI and ultrasound by quantifying publications since the public release of ChatGPT on November 30th, 2022, compared with the number of publications before this date.</p><p><b>Methods:</b> We searched the databases PubMed, Prospero, Cochrane Library, and AJOG, with filters before and including November 29th, and publications after November 30th, 2022 where possible. When this was not possible, as for AJOG, we looked at the individual publication dates. For PubMed, and Cochrane Library, we used the search terms “((artificial intelligence) OR (deep learning) OR (machine learning) OR (artificial neural networks)) AND (ultrasound) AND ((obstetrics) OR (gynecology) OR (pregnancy))” with filters set with an end date of November 29th, 2022. We repeated the same search with the filter set with a start date of November 30th, 2022. Any abstracts unrelated to Obstetrics and Gynecology, ultrasound, or artificial intelligence were excluded. Breast imaging was also excluded. The filter “Text available: Abstract” was selected. We divided the number of publications into 2-year increments to better understand the increase in publications as interest in artificial intelligence rose over recent years.</p><p><b>Results:</b> PUBMed: May 1992-November 29th, 2022: Initially, 621 publications resulted 400 were excluded due to the following reasons: Not within the field of OBGYN, including breast health Artificial Intelligence was not utilized Ultrasound was not utilized November 30th-September 15th, 2024: Initially, 451 publications resulted 291 were excluded using the same above criteria Cochrane Library: Prior to November 30th, 2022: 1 result November 30th, 2022–September 15th, 2024: 4 results AJOG: 1973-2022: 34 results 2022–2024: 27 results Prospero: 1973-2022: 1 result 2022-2024: 0 results</p><p><b>Conclusion:</b> ChatGPT as the most AI tool by the public (I probably need a TM or something here) has brought Artificial Intelli
作者:Kayla Piiwaa, Rutgers Robert Wood Johnson医学院作者:Balica Adrian,医学博士,Prisma Health/南卡罗莱纳大学目的:自1958年《柳叶刀》发表了一篇关于超声成像应用的论文以来,超声成像已成为妇产科领域必不可少的技术。从怀孕到卵巢癌,超声波已经帮助医生评估了无数的疾病。随着超声技术的不断进步,用人工智能(AI)补充成像分析的兴趣也在增加。在妇科,已经发表了一些有前景的研究,研究其在子宫内膜异位症诊断、卵巢癌评估中的应用,并且长期以来一直考虑将其用于妊娠,如估计胎儿体重[2-4]。近年来,人们对人工智能和超声波的兴趣越来越大,而ChatGPT的出现进一步将人工智能带入了公众的视野。随着人工智能技术变得指数级地先进和可访问,我们通过量化自2022年11月30日ChatGPT公开发布以来的出版物,与此日期之前的出版物数量进行比较,评估了妇产科社区对人工智能和超声的兴趣。方法:检索PubMed、Prospero、Cochrane Library、AJOG等数据库,筛选2022年11月29日之前及之后的出版物,尽可能筛选2022年11月30日之后的出版物。当这是不可能的,如AJOG,我们看个别出版日期。对于PubMed和Cochrane图书馆,我们使用了搜索词“(人工智能)或(深度学习)或(机器学习)或(人工神经网络)and(超声波)and(产科)或(妇科)或(妊娠)”,过滤器设置的截止日期为2022年11月29日。我们用开始日期为2022年11月30日的过滤器重复了相同的搜索。任何与妇产科、超声或人工智能无关的摘要均被排除。乳腺成像也被排除在外。过滤器“文本可用:摘要”被选中。我们将出版物的数量划分为两年的增量,以更好地理解近年来随着对人工智能的兴趣的增加,出版物的增加。PUBMed: 1992年5月至2022年11月29日:最初,621篇出版物,结果400篇被排除,原因如下:不属于妇产科领域,包括乳房健康,未使用人工智能,未使用超声波2024年11月30日至2024年9月15日:最初,451篇出版物,结果291篇被排除,使用相同的上述标准Cochrane图书馆:2022年11月30日之前:1个结果2022年11月30日至2024年9月15日:4个结果AJOG:1973-2022: 34个结果2022-2024:27个结果普洛斯彼罗:1973-2022:1个结果2022-2024:0个结果结论:ChatGPT作为公众最AI的工具(我可能需要一个TM或其他东西)将人工智能带到了公众和科学意识的最前沿。超声评估可能受益于人工智能的使用,我们的搜索显示,相关出版物正在迅速增加。虽然自ChatGPT发布以来的22个月里发表了更多的论文,但从我们的搜索中可以看出,在两年前,人们对人工智能应用于超声波的兴趣已经在增加。随着人工智能的快速发展,我们可能会看到它在超声成像中的应用提高了妇产科的诊断准确性。
{"title":"Comparison of Research Publications on Artificial Intelligence and ultrasound Before and After the Public Release of ChatGPT","authors":"","doi":"10.1002/jum.167_70067","DOIUrl":"10.1002/jum.167_70067","url":null,"abstract":"&lt;p&gt;&lt;i&gt;Author: Kayla Piiwaa, Rutgers Robert Wood Johnson Medical School&lt;/i&gt;&lt;/p&gt;&lt;p&gt;&lt;i&gt;Author: Balica Adrian, MD, Prisma Health/University of South Carolina&lt;/i&gt;&lt;/p&gt;&lt;p&gt;&lt;b&gt;Objectives:&lt;/b&gt; Ultrasound imaging has become essential to the field of obstetrics and gynecology since Lancet published a paper about its use in 1958 [1]. From pregnancy to ovarian cancer, ultrasound has helped physicians assess a myriad of conditions. As improvements in ultrasound technology are continually made, interest in supplementing imaging analysis with artificial intelligence (AI) has also increased. Within gynecology, promising studies have been published looking at its use in endometriosis diagnosis, ovarian cancer assessment, and it has long been considered for pregnancy such as estimating fetal weight [2–4]. While interest in AI and ultrasound has increased over the years, the advent of ChatGPT has further brought AI into public consciousness. As AI technology becomes exponentially more advanced and accessible, we have evaluated the interest of the OB/GYN community in AI and ultrasound by quantifying publications since the public release of ChatGPT on November 30th, 2022, compared with the number of publications before this date.&lt;/p&gt;&lt;p&gt;&lt;b&gt;Methods:&lt;/b&gt; We searched the databases PubMed, Prospero, Cochrane Library, and AJOG, with filters before and including November 29th, and publications after November 30th, 2022 where possible. When this was not possible, as for AJOG, we looked at the individual publication dates. For PubMed, and Cochrane Library, we used the search terms “((artificial intelligence) OR (deep learning) OR (machine learning) OR (artificial neural networks)) AND (ultrasound) AND ((obstetrics) OR (gynecology) OR (pregnancy))” with filters set with an end date of November 29th, 2022. We repeated the same search with the filter set with a start date of November 30th, 2022. Any abstracts unrelated to Obstetrics and Gynecology, ultrasound, or artificial intelligence were excluded. Breast imaging was also excluded. The filter “Text available: Abstract” was selected. We divided the number of publications into 2-year increments to better understand the increase in publications as interest in artificial intelligence rose over recent years.&lt;/p&gt;&lt;p&gt;&lt;b&gt;Results:&lt;/b&gt; PUBMed: May 1992-November 29th, 2022: Initially, 621 publications resulted 400 were excluded due to the following reasons: Not within the field of OBGYN, including breast health Artificial Intelligence was not utilized Ultrasound was not utilized November 30th-September 15th, 2024: Initially, 451 publications resulted 291 were excluded using the same above criteria Cochrane Library: Prior to November 30th, 2022: 1 result November 30th, 2022–September 15th, 2024: 4 results AJOG: 1973-2022: 34 results 2022–2024: 27 results Prospero: 1973-2022: 1 result 2022-2024: 0 results&lt;/p&gt;&lt;p&gt;&lt;b&gt;Conclusion:&lt;/b&gt; ChatGPT as the most AI tool by the public (I probably need a TM or something here) has brought Artificial Intelli","PeriodicalId":17563,"journal":{"name":"Journal of Ultrasound in Medicine","volume":"44 S1","pages":"S119-S120"},"PeriodicalIF":2.4,"publicationDate":"2026-02-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/jum.167_70067","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146157503","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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
Establishing Pediatrics Within the Ultrasound Community of Practice Ecosystem at The Ohio State University College of Medicine 特刊:2025 AIUM年会论文集。
IF 2.4 4区 医学 Q2 ACOUSTICS Pub Date : 2026-02-11 DOI: 10.1002/jum.201_70067
<p><i>Author: Karlee Schultz</i></p><p><i>Author: Hayley Rodgers</i></p><p><i>Author: Olivia Chan</i></p><p><i>Author: Sahana Holla</i></p><p><i>Author: Rosalia Mahr, MD</i></p><p><i>Author: David Bahner, MD, The Ohio State University</i></p><p><b>Objectives:</b> The Ohio State University is a national leader in the use of ultrasound in undergraduate medical education. The Ultrasound Student Interest Group (USIG) is the largest student-run, faculty-advised organization at The Ohio State University College of Medicine dedicated to providing medical students with hands-on ultrasound education. Within USIG, there is an ecosystem of Community of Practices (COPs) focused on specialty-specific use of ultrasound. These COP's are groups consisting of attending physicians, fellows, residents, and medical students who are dedicated to growing ultrasound within their specialty of interest through education, research, and clinical application. While point-of-care ultrasonography (POCUS) performed by the physician is standard practice in obstetrics, emergency medicine, and musculoskeletal practice, it is evolving into a standard tool in the care of children. Based on a survey electronically administered to pediatric residency associate program directors, a majority indicated that all pediatric residents should be trained in POCUS. However, only 37% of programs reported any POCUS training for residents, primarily informal bedside education. Due to this lack of POCUS ultrasound education within the specialty of pediatrics, we developed the Pediatrics Ultrasound Community of Practice to increase clinician use, accessibility, and knowledge of focused ultrasound within the field of pediatrics and pediatric emergency medicine at OSUCOM and its surrounding academic hospitals.</p><p><b>Methods:</b> A pediatric ultrasound community of practice interest group was registered with the University. Three student leaders were registered as president, vice president and treasurer along with a faculty advisor. A constitution, bylaws, goals, and objectives were also constructed. In the first year as an active organization, programming was designed to provide pediatric ultrasound education and learning through three different approaches. First, scanning sessions taught by local Pediatric Emergency Medicine faculty were held, focusing on basic pediatric ultrasound technique. Second, national and local experts of ultrasound education within the field of pediatrics were invited to speak and share their insights to a larger community. Third, a journal club session was used to offer critical appraisal and discussion of published scientific literature in pediatric ultrasound. To track advancement of the COP, achievement of milestones in the four academic domains of clinical care, education, research, and administration over the academic year will be assessed.</p><p><b>Results:</b> A pediatric ultrasound community of practice was developed and registered with the University after all
作者:Karlee schultz作者:Hayley rodgers作者:Olivia chan作者:Sahana holla作者:Rosalia Mahr,医学博士作者:David Bahner,医学博士,俄亥俄州立大学目标:俄亥俄州立大学是在本科医学教育中使用超声波的国家领导者。超声学生兴趣小组(USIG)是俄亥俄州立大学医学院最大的由学生管理、教师建议的组织,致力于为医科学生提供实际的超声教育。在USIG内部,有一个专注于超声特殊用途的实践社区(cop)生态系统。这些COP是由主治医师、研究员、住院医师和医学生组成的小组,他们致力于通过教育、研究和临床应用在他们感兴趣的专业范围内发展超声。虽然由医生进行的即时超声检查(POCUS)是产科、急诊医学和肌肉骨骼医学的标准做法,但它正在发展成为儿童护理的标准工具。根据一项针对儿科住院医师助理项目主管的电子调查,大多数人表示所有儿科住院医师都应该接受POCUS培训。然而,只有37%的项目报告了对住院医师的POCUS培训,主要是非正式的床边教育。由于POCUS在儿科专业超声教育方面的缺乏,我们开发了儿科超声实践社区,以增加临床医生在OSUCOM及其周边学术医院儿科和儿科急诊医学领域对聚焦超声的使用、可及性和知识。方法:在我校注册儿科超声实践兴趣小组。三名学生领袖和一名指导教师被注册为校长、副校长和财务主管。章程、细则、目标和目的也被建立起来。在作为一个活跃组织的第一年,计划旨在通过三种不同的方法提供儿科超声教育和学习。首先,由当地儿科急诊医学院教授扫描课程,重点是基本的儿科超声技术。其次,邀请了儿科超声教育领域的国家和地方专家发言,并向更大的社区分享他们的见解。第三,一个期刊俱乐部会议被用来提供对已发表的儿科超声科学文献的批判性评价和讨论。为了跟踪COP的进展,本学年将评估在临床护理、教育、研究和管理四个学术领域取得的里程碑。结果:在所有必要的后勤工作完成后,建立了一个儿科超声实践社区并在大学注册。制定并提交了本学年的里程碑目标。实施了一系列的项目,包括超声实践课程,一个回顾儿科超声文章的期刊俱乐部,以及嘉宾演讲。每次扫描前和扫描后进行质量调查。在会前调查中,我们使用李克特四分量表评估参与者对执行扫描的熟悉程度和信心,并为他们提供设定具体目标的机会。在会后的调查中,我们再次评估参与者对执行扫描的熟悉程度和信心,他们实现目标的能力,并获得关于会话改进领域的反馈。演讲者活动和期刊俱乐部被用来增强社区内的好奇心,并邀请与其他cop进行合作。结论:通过在俄亥俄州立医学院建立儿科超声实践社区,该团体获得资金和开发项目的基础设施已经存在,这些项目可能会引起学生、住院医生和教师的兴趣。我们希望建立一个强大的临床医生社区,通过提供教育机会和鼓励在儿科专业内各级医学培训的网络连接,对超声波的使用充满热情。与儿科美国COP兴趣小组一起,我们的目标是通过针对不同水平学习者的专业课程来弥合儿科超声教育的差距。未来的计划包括开发儿科POCUS课程,涵盖基础和高级儿科应用。我们希望其他医学院和住院医师项目可以在他们的机构中利用这样的课程作为未来合作教育的框架。
{"title":"Establishing Pediatrics Within the Ultrasound Community of Practice Ecosystem at The Ohio State University College of Medicine","authors":"","doi":"10.1002/jum.201_70067","DOIUrl":"10.1002/jum.201_70067","url":null,"abstract":"&lt;p&gt;&lt;i&gt;Author: Karlee Schultz&lt;/i&gt;&lt;/p&gt;&lt;p&gt;&lt;i&gt;Author: Hayley Rodgers&lt;/i&gt;&lt;/p&gt;&lt;p&gt;&lt;i&gt;Author: Olivia Chan&lt;/i&gt;&lt;/p&gt;&lt;p&gt;&lt;i&gt;Author: Sahana Holla&lt;/i&gt;&lt;/p&gt;&lt;p&gt;&lt;i&gt;Author: Rosalia Mahr, MD&lt;/i&gt;&lt;/p&gt;&lt;p&gt;&lt;i&gt;Author: David Bahner, MD, The Ohio State University&lt;/i&gt;&lt;/p&gt;&lt;p&gt;&lt;b&gt;Objectives:&lt;/b&gt; The Ohio State University is a national leader in the use of ultrasound in undergraduate medical education. The Ultrasound Student Interest Group (USIG) is the largest student-run, faculty-advised organization at The Ohio State University College of Medicine dedicated to providing medical students with hands-on ultrasound education. Within USIG, there is an ecosystem of Community of Practices (COPs) focused on specialty-specific use of ultrasound. These COP's are groups consisting of attending physicians, fellows, residents, and medical students who are dedicated to growing ultrasound within their specialty of interest through education, research, and clinical application. While point-of-care ultrasonography (POCUS) performed by the physician is standard practice in obstetrics, emergency medicine, and musculoskeletal practice, it is evolving into a standard tool in the care of children. Based on a survey electronically administered to pediatric residency associate program directors, a majority indicated that all pediatric residents should be trained in POCUS. However, only 37% of programs reported any POCUS training for residents, primarily informal bedside education. Due to this lack of POCUS ultrasound education within the specialty of pediatrics, we developed the Pediatrics Ultrasound Community of Practice to increase clinician use, accessibility, and knowledge of focused ultrasound within the field of pediatrics and pediatric emergency medicine at OSUCOM and its surrounding academic hospitals.&lt;/p&gt;&lt;p&gt;&lt;b&gt;Methods:&lt;/b&gt; A pediatric ultrasound community of practice interest group was registered with the University. Three student leaders were registered as president, vice president and treasurer along with a faculty advisor. A constitution, bylaws, goals, and objectives were also constructed. In the first year as an active organization, programming was designed to provide pediatric ultrasound education and learning through three different approaches. First, scanning sessions taught by local Pediatric Emergency Medicine faculty were held, focusing on basic pediatric ultrasound technique. Second, national and local experts of ultrasound education within the field of pediatrics were invited to speak and share their insights to a larger community. Third, a journal club session was used to offer critical appraisal and discussion of published scientific literature in pediatric ultrasound. To track advancement of the COP, achievement of milestones in the four academic domains of clinical care, education, research, and administration over the academic year will be assessed.&lt;/p&gt;&lt;p&gt;&lt;b&gt;Results:&lt;/b&gt; A pediatric ultrasound community of practice was developed and registered with the University after all ","PeriodicalId":17563,"journal":{"name":"Journal of Ultrasound in Medicine","volume":"44 S1","pages":"S141-S142"},"PeriodicalIF":2.4,"publicationDate":"2026-02-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/jum.201_70067","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146157807","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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
Medicolegal Risk Assessment and Mitigation Strategies for Ultrasound-Guided Nerve Blocks in Emergency Medicine: A Risk-Focused Analysis. 急诊医学超声引导神经阻滞的医学法律风险评估和缓解策略:一项以风险为中心的分析。
IF 2.4 4区 医学 Q2 ACOUSTICS Pub Date : 2026-02-10 DOI: 10.1002/jum.70194
Blake N Shultz, Rachel A Lindor, Andrew Goldsmith, Arun Nagdev, Erik M Anderson, Graciela Maldonado, Arjun Balakumar, David A Peak, Hamid Shokoohi

Ultrasound-guided nerve blocks (USGNBs) are increasingly used in the emergency department (ED) as a safe and effective part of multimodal pain management. Their use has been shown to reduce reliance on opioids and procedural sedation, improve pain scores, and enhance functional outcomes for patients. Additionally, USGNBs in the ED have a complication rate of 0.4%, markedly lower than procedural sedation (4-11%), and they significantly reduce opioid requirements, which is critical considering the current opioid epidemic and the risks of persistent opioid use and overdose. Despite these benefits, relevant concerns about medicolegal liability, informed consent, evolving standards of care, may still influence the adoption of USGNBs in clinical practice. To address these issues, this review examines the legal risks associated with USGNBs by drawing on current clinical literature, closed claims data, and case law. We highlight common adverse events such as peripheral nerve injury and local anesthetic systemic toxicity and assess their legal implications. Potential legal risk including liability related to alternatives like opioid use and procedural sedation, are discussed. While the risk of litigation remains low when best practices are followed, failing to offer a USGNB when clearly indicated may increasingly be viewed as a liability if preventable complications occur. This article aims to provide a practical, interdisciplinary framework, including legal risk assessment, training, credentialing, and risk mitigation, to help clinicians, educators, and hospital administrators safely and confidently integrate USGNBs into ED practice.

超声引导神经阻滞(usgnb)作为一种安全有效的多模式疼痛治疗方法越来越多地应用于急诊科(ED)。它们的使用已被证明可以减少对阿片类药物和程序性镇静的依赖,改善疼痛评分,并增强患者的功能预后。此外,usgnb在急诊科的并发症发生率为0.4%,明显低于程序性镇静(4-11%),并且它们显著减少了阿片类药物的需求,考虑到当前阿片类药物的流行以及持续使用和过量使用阿片类药物的风险,这一点至关重要。尽管有这些好处,但对医疗法律责任、知情同意和不断发展的护理标准的相关关切仍可能影响在临床实践中采用usgnb。为了解决这些问题,本文通过借鉴当前的临床文献、封闭索赔数据和判例法,审查了与usgnb相关的法律风险。我们强调常见的不良事件,如周围神经损伤和局麻全身毒性,并评估其法律意义。讨论了潜在的法律风险,包括与阿片类药物使用和程序性镇静等替代品相关的责任。虽然在遵循最佳实践的情况下,诉讼风险仍然很低,但如果发生可预防的并发症,在明确指出USGNB时未能提供USGNB可能越来越被视为一种责任。本文旨在提供一个实用的跨学科框架,包括法律风险评估、培训、认证和风险缓解,以帮助临床医生、教育工作者和医院管理人员安全、自信地将usgnb整合到ED实践中。
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引用次数: 0
Methodological Considerations for Improving Deep Learning-Based Classification of Skin Lesions in High-Frequency Ultrasound Imaging. 高频超声成像中改进基于深度学习的皮肤病变分类的方法学考虑。
IF 2.4 4区 医学 Q2 ACOUSTICS Pub Date : 2026-02-10 DOI: 10.1002/jum.70201
Jiaxin Cai
{"title":"Methodological Considerations for Improving Deep Learning-Based Classification of Skin Lesions in High-Frequency Ultrasound Imaging.","authors":"Jiaxin Cai","doi":"10.1002/jum.70201","DOIUrl":"https://doi.org/10.1002/jum.70201","url":null,"abstract":"","PeriodicalId":17563,"journal":{"name":"Journal of Ultrasound in Medicine","volume":" ","pages":""},"PeriodicalIF":2.4,"publicationDate":"2026-02-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146150027","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 Review: Ultrasound-Responsive Carriers in Targeted Drug Delivery. 超声响应载体在靶向给药中的研究进展。
IF 2.4 4区 医学 Q2 ACOUSTICS Pub Date : 2026-02-09 DOI: 10.1002/jum.70193
Sohrab Nikazar, Zahra Masihzadeh, Mahsa Fakour

This review provides a comprehensive overview of ultrasound-responsive carriers and their significant role in targeted drug delivery. The article begins with an introduction to the field, followed by a detailed discussion on the power of ultrasound as a tool in drug delivery systems. It then delves into various types of ultrasound-responsive carriers, including liposomes, microbubbles, nanobubbles, droplets, hydrogels, and inorganic carriers, highlighting their unique properties and applications. The review further explores recent advancements in the field, showcasing innovative designs and improved fabrication techniques that have led to more efficient and reliable drug delivery systems. A comparative analysis of these carriers is presented, providing valuable insights into their respective strengths and weaknesses. This review underscores the immense potential of ultrasound-responsive carriers in revolutionizing drug delivery, despite the challenges that need to be overcome. It serves as a valuable resource for researchers and practitioners in the field, paving the way for future developments in ultrasound-assisted drug delivery.

本文综述了超声反应载体及其在靶向给药中的重要作用。本文首先介绍了该领域,然后详细讨论了超声作为药物输送系统工具的力量。然后深入研究了各种类型的超声响应载体,包括脂质体、微泡、纳米泡、液滴、水凝胶和无机载体,重点介绍了它们的独特性质和应用。这篇综述进一步探讨了该领域的最新进展,展示了创新的设计和改进的制造技术,这些技术已经导致更有效和可靠的给药系统。本文对这些载体进行了比较分析,对它们各自的优缺点提供了有价值的见解。这篇综述强调了超声反应载体在彻底改变药物传递方面的巨大潜力,尽管需要克服挑战。它为该领域的研究人员和从业人员提供了宝贵的资源,为超声辅助给药的未来发展铺平了道路。
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引用次数: 0
The Evolving Role of Musculoskeletal Ultrasound in Gout: From Diagnosis to Management-A Narrative Review. 肌肉骨骼超声在痛风中的演变作用:从诊断到治疗-一篇叙述性综述。
IF 2.4 4区 医学 Q2 ACOUSTICS Pub Date : 2026-02-06 DOI: 10.1002/jum.70195
Lu Yang, Zhenyu Wang, Zhongqiang Yao, Li-Gang Cui

Gout, a prevalent and treatable form of crystal-induced arthritis, results from monosodium urate (MSU) crystal deposition in articular and periarticular tissues. Early diagnosis is crucial to prevent progression to chronic gouty arthritis, tophus formation, and structural joint damage. Musculoskeletal ultrasound (MUS) has emerged as a sensitive, noninvasive, and cost-effective imaging modality that enables the visualization of urate crystal deposition, evaluation of treatment response, and prediction of disease flares. This narrative review summarizes recent advances in MUS for the diagnosis and management of gout, including its integration into the 2015 ACR/EULAR classification criteria and the development of OMERACT consensus-based definitions and semi-quantitative scoring systems. Compared with dual-energy computed tomography (DECT), MUS is more accessible and radiation-free, and offers superior performance in detecting early-stage gout. MUS also provides valuable insights into comorbidities such as cardiovascular disease and chronic kidney disease. Furthermore, emerging technologies-such as superb microvascular imaging (SMI) and artificial intelligence (AI)-based deep learning-show promise in enhancing diagnostic accuracy and automation. MUS is expected to play an increasingly pivotal role in the comprehensive management of gout.

痛风是一种常见且可治疗的晶体性关节炎,由尿酸钠(MSU)晶体沉积在关节和关节周围组织引起。早期诊断是至关重要的,以防止进展为慢性痛风性关节炎,痛风形成,和结构性关节损伤。肌肉骨骼超声(MUS)已经成为一种敏感、无创、成本效益高的成像方式,可以可视化尿酸晶体沉积、评估治疗反应和预测疾病爆发。本文综述了最近在痛风诊断和管理方面的进展,包括将其纳入2015年ACR/EULAR分类标准,以及基于OMERACT共识的定义和半定量评分系统的发展。与双能计算机断层扫描(DECT)相比,MUS更容易获得,无辐射,在早期痛风检测中具有优越的性能。MUS还为心血管疾病和慢性肾脏疾病等合并症提供了有价值的见解。此外,新兴技术,如高超微血管成像(SMI)和基于人工智能(AI)的深度学习,在提高诊断准确性和自动化方面表现出了希望。预计MUS将在痛风的综合管理中发挥越来越关键的作用。
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引用次数: 0
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Journal of Ultrasound in Medicine
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