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Differentiating Macrovascular and Microvascular Ischemia Using Fractal Analysis of Dynamic Myocardial Perfusion Stress-CT. 应用动态心肌灌注应力CT分形分析区分大血管和微血管缺血。
IF 7 1区 医学 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2024-05-01 Epub Date: 2023-10-09 DOI: 10.1097/RLI.0000000000001027
Florian Michallek, Satoshi Nakamura, Tairo Kurita, Hideki Ota, Kensuke Nishimiya, Ryo Ogawa, Takehito Shizuka, Hitoshi Nakashima, Yi-Ning Wang, Tatsuro Ito, Hajime Sakuma, Marc Dewey, Kakuya Kitagawa

Objectives: Fractal analysis of dynamic myocardial stress computed tomography perfusion imaging (4D-CTP) has shown potential to noninvasively differentiate obstructive coronary artery disease (CAD) and coronary microvascular disease (CMD). This study validates fractal analysis of 4D-CTP in a multicenter setting and assesses its diagnostic accuracy in subgroups with ischemia and nonobstructed coronary arteries (INOCA) and with mild to moderate stenosis.

Materials and methods: From the AMPLIFiED multicenter trial, patients with suspected or known chronic myocardial ischemia and an indication for invasive coronary angiography were included. Patients underwent dual-source CT angiography, 4D-CTP, and CT delayed-enhancement imaging. Coronary artery disease, CMD, and normal perfusion were defined by a combined reference standard comprising invasive coronary angiography with fractional flow reserve, and absolute or relative CT-derived myocardial blood flow. Nonobstructed coronary arteries were defined as ≤25% stenosis and mild to moderate stenosis as 26%-80%.

Results: In 127 patients (27% female), fractal analysis accurately differentiated CAD (n = 61, 23% female), CMD (n = 23, 30% female), and normal perfusion (n = 34, 35% female) with a multiclass area under the receiver operating characteristic curve (AUC) of 0.92 and high agreement (multiclass κ = 0.89). In patients with ischemia (n = 84), fractal analysis detected CAD (n = 61) over CMD (n = 23) with sensitivity of 95%, specificity of 74%, accuracy of 89%, and AUC of 0.83. In patients with nonobstructed coronary arteries (n = 33), INOCA (n = 15) was detected with sensitivity of 100%, specificity of 78%, accuracy of 88%, and AUC of 0.94. In patients with mild to moderate stenosis (n = 27), fractal analysis detected CAD (n = 19) over CMD with sensitivity of 84%, specificity of 100%, accuracy of 89%, and AUC of 0.95.

Conclusions: In this multicenter study, fractal analysis of 4D-CTP accurately differentiated CAD and CMD including subgroups with INOCA and with mild to moderate stenosis.

目的:动态心肌应力计算机断层扫描灌注成像(4D-CTP)的分形分析显示出无创区分阻塞性冠状动脉疾病(CAD)和冠状微血管疾病(CMD)的潜力。本研究在多中心环境中验证了4D-CTP的分形分析,并评估了其在缺血性和非阻塞性冠状动脉(INOCA)亚组以及轻度至中度狭窄亚组中的诊断准确性。材料和方法:AMPLIFiED多中心试验纳入了疑似或已知慢性心肌缺血和有创冠状动脉造影指征的患者。患者接受了双源CT血管造影术、4D-CTP和CT延迟增强成像。冠状动脉疾病、CMD和正常灌注由联合参考标准定义,该标准包括具有血流储备分数的有创冠状动脉造影和绝对或相对CT衍生的心肌血流。结果:127例(27%女性)患者中,分形分析准确地区分了CAD(n=61,23%女性)、CMD(n=23,30%女性)、,和正常灌注(n=34,35%女性),受试者工作特征曲线下的多类面积(AUC)为0.92,高度一致(多类κ=0.89)。在缺血患者(n=84)中,分形分析检测到CAD(n=61)高于CMD(n=23),灵敏度为95%,特异性为74%,准确度为89%,AUC为0.83。在冠状动脉未阻塞的患者(n=33)中,INOCA(n=15)的检测灵敏度为100%,特异性为78%,准确率为88%,AUC为0.94。在轻度至中度狭窄患者(n=27)中,分形分析检测到CAD(n=19)高于CMD,灵敏度为84%,特异性为100%,准确率为89%,AUC为0.95。结论:在这项多中心研究中,4D-CTP的分形分析准确区分了CAD和CMD,包括INOCA亚组和轻度至中度狭窄症亚组。
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引用次数: 0
3D Acoustic Wave Sparsely Activated Localization Microscopy With Phase Change Contrast Agents. 具有相变造影剂的三维声波稀疏激活定位显微镜。
IF 7 1区 医学 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2024-05-01 Epub Date: 2023-11-20 DOI: 10.1097/RLI.0000000000001033
Kai Riemer, Qingyuan Tan, Sophie Morse, Luca Bau, Matthieu Toulemonde, Jipeng Yan, Jingwen Zhu, Bingxue Wang, Laura Taylor, Marcelo Lerendegui, Qiang Wu, Eleanor Stride, Christopher Dunsby, Peter D Weinberg, Meng-Xing Tang

Objective: The aim of this study is to demonstrate 3-dimensional (3D) acoustic wave sparsely activated localization microscopy (AWSALM) of microvascular flow in vivo using phase change contrast agents (PCCAs).

Materials and methods: Three-dimensional AWSALM using acoustically activable PCCAs was evaluated on a crossed tube microflow phantom, the kidney of New Zealand White rabbits, and the brain of C57BL/6J mice through intact skull. A mixture of C 3 F 8 and C 4 F 10 low-boiling-point fluorocarbon gas was used to generate PCCAs with an appropriate activation pressure. A multiplexed 8-MHz matrix array connected to a 256-channel ultrasound research platform was used for transmitting activation and imaging ultrasound pulses and recording echoes. The in vitro and in vivo echo data were subsequently beamformed and processed using a set of customized algorithms for generating 3D super-resolution ultrasound images through localizing and tracking activated contrast agents.

Results: With 3D AWSALM, the acoustic activation of PCCAs can be controlled both spatially and temporally, enabling contrast on demand and capable of revealing 3D microvascular connectivity. The spatial resolution of the 3D AWSALM images measured using Fourier shell correlation is 64 μm, presenting a 9-time improvement compared with the point spread function and 1.5 times compared with half the wavelength. Compared with the microbubble-based approach, more signals were localized in the microvasculature at similar concentrations while retaining sparsity and longer tracks in larger vessels. Transcranial imaging was demonstrated as a proof of principle of PCCA activation in the mouse brain with 3D AWSALM.

Conclusions: Three-dimensional AWSALM generates volumetric ultrasound super-resolution microvascular images in vivo with spatiotemporal selectivity and enhanced microvascular penetration.

目的:本研究的目的是利用相变造影剂(PCCAs)展示体内微血管流动的三维(3D)声波稀疏激活定位显微镜(AWSALM),以及C57BL/6J小鼠的大脑。使用C3F8和C4F10低沸点氟碳气体的混合物在适当的活化压力下生成PCCA。连接到256通道超声研究平台的多路复用8MHz矩阵阵列用于传输激活和成像超声脉冲以及记录回波。随后使用一组定制算法对体外和体内回波数据进行波束成形和处理,用于通过定位和跟踪激活的造影剂来生成3D超分辨率超声图像。结果:使用3D AWSALM,PCCA的声学激活可以在空间和时间上得到控制,能够根据需要进行对比,并能够揭示3D微血管的连通性。使用傅立叶壳层相关测量的3D AWSALM图像的空间分辨率为64μm,与点扩散函数相比提高了9倍,与波长的一半相比提高了1.5倍。与基于微气泡的方法相比,在相似浓度下,更多的信号定位在微血管中,同时在较大的血管中保持稀疏性和较长的轨迹。经颅成像证明了3D AWSALM在小鼠大脑中激活PCCA的原理。结论:三维AWSALM产生具有时空选择性和增强微血管穿透性的体内体积超声超分辨率微血管图像。
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引用次数: 0
Clinical Efficacy of Gadobutrol: Review of Over 25 Years of Use Exceeding 100 Million Administrations. Gadobutrol的临床疗效:超过25年使用超过1亿次的回顾。
IF 7 1区 医学 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2024-05-01 Epub Date: 2023-10-18 DOI: 10.1097/RLI.0000000000001041
Jan Endrikat, Matthias Gutberlet, Jörg Barkhausen, Laura Schöckel, Aasia Bhatti, Cornelia Harz, Karl-Titus Hoffmann

Background: Gadobutrol has been administered more than 100 million times worldwide, since February 1998, that is, over the last 25 years. Numerous clinical studies in a broad range of indications document the long-term experience with gadobutrol.

Objective: The aim of this study was to provide a literature-based overview on gadobutrol's efficacy in 9 approved indications and use in children.

Materials and methods: Efficacy results in patients of all age groups including sensitivity, specificity, accuracy, and positive/negative predictive values were identified by a systematic literature search on Embase until December 31, 2022. Nine approved indications were considered: central nervous system (CNS), magnetic resonance angiography (MRA), breast, heart, prostate, kidney, liver, musculoskeletal, whole body, and various indications in children.

Results: Sixty-five publications (10 phase III, 2 phase IV, 53 investigator-initiated studies) reported diagnostic efficacy results obtained from 7806 patients including 271 children, at 369 centers worldwide. Indication-specific sensitivity ranges were 59%-98% (CNS), 53%-100% (MRA), 80%-100% (breast), 64%-90% (heart), 64%-96% (prostate), 71-85 (kidney), 79%-100% (liver), 53%-98% (musculoskeletal), and 78%-100% (children). Indication-specific specificity ranges were 75%-100% (CNS), 64%-99% (MRA), 58%-98% (breast), and 47%-100% (heart).

Conclusions: The evaluated body of evidence, consisting of 65 studies with 7806 patients, including 271 children and 7535 adults, showed that gadobutrol is an efficacious magnetic resonance imaging contrast agent for all age groups in various approved indications throughout the whole body.

背景:自1998年2月以来,即在过去的25年中,Gadobutrol在全球范围内已被施用超过1亿次。广泛适应症的大量临床研究记录了长期使用加多布洛的经验。目的:本研究的目的是提供基于文献的gadobutrol在9个已批准的适应症和儿童使用中的疗效综述。材料和方法:截至2022年12月31日,通过Embase系统文献检索,确定所有年龄组患者的疗效结果,包括敏感性、特异性、准确性和阳性/阴性预测值。考虑了9个批准的适应症:中枢神经系统(CNS)、磁共振血管造影(MRA)、乳房、心脏、前列腺、肾脏、肝脏、肌肉骨骼、全身和儿童的各种适应症。结果:65篇出版物(10篇III期研究,2篇IV期研究,53篇研究者发起的研究)报道了来自全球369个中心的7806名患者(包括271名儿童)的诊断疗效结果。适应症特异性敏感性范围为59%-98%(中枢神经系统)、53%-100% (MRA)、80%-100%(乳腺)、64%-90%(心脏)、64%-96%(前列腺)、71-85(肾脏)、79%-100%(肝脏)、53%-98%(肌肉骨骼)和78%-100%(儿童)。适应症特异性范围为75%-100% (CNS), 64%-99% (MRA), 58%-98%(乳腺)和47%-100%(心脏)。结论:评估的证据体包括65项研究,7806例患者,包括271名儿童和7535名成人,表明gadobutrol是一种有效的磁共振成像造影剂,适用于所有年龄组的各种已批准的适应症,适用于全身。
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引用次数: 0
Physics-Informed Discretization for Reproducible and Robust Radiomic Feature Extraction Using Quantitative MRI. 使用定量MRI进行可再现和稳健放射特征提取的物理知情离散化。
IF 7 1区 医学 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2024-05-01 Epub Date: 2023-10-09 DOI: 10.1097/RLI.0000000000001026
Walter Zhao, Zheyuan Hu, Anahita Fathi Kazerooni, Gregor Körzdörfer, Mathias Nittka, Christos Davatzikos, Satish E Viswanath, Xiaofeng Wang, Chaitra Badve, Dan Ma
<p><strong>Objective: </strong>Given the limited repeatability and reproducibility of radiomic features derived from weighted magnetic resonance imaging (MRI), there may be significant advantages to using radiomics in conjunction with quantitative MRI. This study introduces a novel physics-informed discretization (PID) method for reproducible radiomic feature extraction and evaluates its performance using quantitative MRI sequences including magnetic resonance fingerprinting (MRF) and apparent diffusion coefficient (ADC) mapping.</p><p><strong>Materials and methods: </strong>A multiscanner, scan-rescan dataset comprising whole-brain 3D quantitative (MRF T1, MRF T2, and ADC) and weighted MRI (T1w MPRAGE, T2w SPACE, and T2w FLAIR) from 5 healthy subjects was prospectively acquired. Subjects underwent 2 repeated acquisitions on 3 distinct 3 T scanners each, for a total of 6 scans per subject (30 total scans). First-order statistical (n = 23) and second-order texture (n = 74) radiomic features were extracted from 56 brain tissue regions of interest using the proposed PID method (for quantitative MRI) and conventional fixed bin number (FBN) discretization (for quantitative MRI and weighted MRI). Interscanner radiomic feature reproducibility was measured using the intraclass correlation coefficient (ICC), and the effect of image sequence (eg, MRF T1 vs T1w MPRAGE), as well as image discretization method (ie, PID vs FBN), on radiomic feature reproducibility was assessed using repeated measures analysis of variance. The robustness of PID and FBN discretization to segmentation error was evaluated by simulating segmentation differences in brainstem regions of interest. Radiomic features with ICCs greater than 0.75 following simulated segmentation were determined to be robust to segmentation.</p><p><strong>Results: </strong>First-order features demonstrated higher reproducibility in quantitative MRI than weighted MRI sequences, with 30% (n = 7/23) features being more reproducible in MRF T1 and MRF T2 than weighted MRI. Gray level co-occurrence matrix (GLCM) texture features extracted from MRF T1 and MRF T2 were significantly more reproducible using PID compared with FBN discretization; for all quantitative MRI sequences, PID yielded the highest number of texture features with excellent reproducibility (ICC > 0.9). Comparing texture reproducibility of quantitative and weighted MRI, a greater proportion of MRF T1 (n = 225/370, 61%) and MRF T2 (n = 150/370, 41%) texture features had excellent reproducibility (ICC > 0.9) compared with T1w MPRAGE (n = 148/370, 40%), ADC (n = 115/370, 32%), T2w SPACE (n = 98/370, 27%), and FLAIR (n = 102/370, 28%). Physics-informed discretization was also more robust than FBN discretization to segmentation error, as 46% (n = 103/222, 46%) of texture features extracted from quantitative MRI using PID were robust to simulated 6 mm segmentation shift compared with 19% (n = 42/222, 19%) of weighted MRI texture features extracted usin
目的:鉴于加权磁共振成像(MRI)放射组学特征的可重复性和再现性有限,将放射组学与定量MRI结合使用可能具有显著优势。本研究介绍了一种新的用于可重复放射学特征提取的物理知情离散化(PID)方法,并使用包括磁共振指纹(MRF)和表观扩散系数(ADC)映射在内的定量MRI序列来评估其性能。材料和方法:前瞻性获取5名健康受试者的多扫描、扫描-再扫描数据集,包括全脑3D定量(MRF T1、MRF T2和ADC)和加权MRI(T1w MPRAGE、T2w SPACE和T2w FLAIR)。受试者在3台不同的3T扫描仪上进行了2次重复采集,每个受试者共进行6次扫描(共30次扫描)。使用所提出的PID方法(用于定量MRI)和传统的固定仓数(FBN)离散化(用于定量MRI和加权MRI),从56个感兴趣的脑组织区域提取一阶统计(n=23)和二阶纹理(n=74)放射学特征。使用组内相关系数(ICC)测量扫描仪间放射学特征的再现性,并使用重复测量方差分析评估图像序列(例如,MRF T1与T1w MPRAGE)以及图像离散化方法(即,PID与FBN)对放射学特征再现性的影响。通过模拟脑干感兴趣区域的分割差异来评估PID和FBN离散化对分割误差的鲁棒性。模拟分割后ICCs大于0.75的放射学特征被确定为对分割具有鲁棒性。结果:与加权MRI序列相比,一阶特征在定量MRI中表现出更高的再现性,其中30%(n=7/23)的特征在MRF T1和MRF T2中比加权MRI更具再现性。与FBN离散化相比,使用PID从MRF T1和MRF T2中提取的灰度共生矩阵(GLCM)纹理特征的可重复性显著提高;对于所有定量MRI序列,PID产生的纹理特征数量最多,具有良好的再现性(ICC>0.9)。比较定量和加权MRI的纹理再现性,与T1w MPRAGE(n=148/370,40%)相比,MRF T1(n=225/370,61%)和MRF T2(n=150/370,41%)的纹理特征具有良好的可再现性(ICC>0.9),ADC(n=115/370,32%)、T2w SPACE(n=98/370,27%)和FLAIR(n=102/370,28%)。物理知情离散化对分割误差的鲁棒性也比FBN离散化更强,因为使用PID从定量MRI中提取的纹理特征中有46%(n=103/222,46%)对模拟的6mm分割偏移是鲁棒的,而使用FBN离散提取的加权MRI纹理特征中只有19%(n=42/222,19%)对分割偏移是稳健的。结论:所提出的PID方法产生了从定量MRI序列中提取的放射学特征,该特征比使用传统(FBN)离散化方法从加权MRI中提取的放射性特征更具可重复性和鲁棒性。定量MRI序列也显示出比加权MRI更大的扫描-再扫描稳健性和一阶特征再现性。
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引用次数: 0
Uptake of Gadolinium-Based Contrast Agents by Blood Cells During Contrast-Enhanced MRI Examination. 增强MRI检查期间血细胞对钆基造影剂的吸收。
IF 7 1区 医学 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2024-05-01 Epub Date: 2023-10-13 DOI: 10.1097/RLI.0000000000001029
Nico Ruprecht, Dixy Parakkattel, Lukas Hofmann, Peter Broekmann, Nicola Lüdi, Christoph Kempf, Johannes Thomas Heverhagen, Hendrik von Tengg-Kobligk

Objectives: Gadolinium-based contrast agents (GBCAs) are routinely used in magnetic resonance imaging (MRI) examinations. However, there is limited knowledge about the interaction with and distribution of the drug in human cells. This lack of knowledge is surprising, given that the first interaction of the drug occurs with blood cells. Moreover, recent studies reported gadolinium (Gd) deposition within organs, such as the brain. Hence, this study is aiming to determine the uptake of GBCA in blood cells of patients undergoing contrast-enhanced MRI (ce-MRI) examination.

Materials and methods: Human blood was exposed to either gadoterate meglumine (Gd-DOTA) or Eu-DOTA in vitro or was collected from patients undergoing ce-MRI with Gd-DOTA. Uptake of contrast agents (CAs) by blood cells was quantified by Gd measurements using single-cell inductively coupled plasma mass spectrometry (SC-ICP-MS) or, to confirm Gd-DOTA uptake, by a complementary method using Eu-DOTA by time-resolved fluorescence spectroscopy, respectively.

Results: Uptake of Gd-DOTA or Eu-DOTA into white blood cells (WBCs) ex vivo was detectable by SC-ICP-MS and time-resolved fluorescence spectroscopy. The intracellular concentrations were estimated to be in the range of 1-3 μM. However, no CA uptake into erythrocytes was detected with either method. In total, 42 patients between 30 and 84 years old (24 men, 18 women) were enrolled. White blood cells' uptake of Gd was measured by SC-ICP-MS. Isolated WBCs from patients who underwent ce-MRI examination showed substantial Gd uptake; however, the studied patient group showed an inhomogeneous distribution of Gd uptake. Measurements immediately after MRI examination indicated 21-444 attogram/WBC, corresponding to an intracellular Gd concentration in the range from 0.2 to 5.5 μM.

Conclusions: This study confirms the ex vivo uptake of GBCA by WBCs and provides the first evidence that GBCA is indeed taken up by WBCs in vivo by patients undergoing ce-MRI examination. However, the observed Gd uptake in WBCs does not follow a log-normal distribution commonly observed in the fields of environmental studies, biology, and medicine. Whether cellular uptake of GBCA is linked to the observed deposition of Gd remains unclear. Therefore, studying the interaction between GBCA and human cells may clarify crucial questions about the effects of Gd on patients after MRI examinations.

目的:钆基造影剂(GBCA)是磁共振成像(MRI)检查中常用的造影剂。然而,关于药物在人体细胞中的相互作用和分布,目前知之甚少。鉴于药物的第一次相互作用发生在血细胞中,这种知识的缺乏令人惊讶。此外,最近的研究报道了钆(Gd)在大脑等器官内的沉积。因此,本研究旨在确定接受增强MRI(ce MRI)检查的患者血细胞中GBCA的摄取。材料和方法:将人的血液在体外暴露于钆-葡胺(Gd-DOTA)或Eu-DOTA,或从接受Gd-DOTA ce MRI的患者身上采集。通过使用单细胞电感耦合等离子体质谱法(SC-ICP-MS)的Gd测量来量化血细胞对造影剂(CA)的摄取,或者,为了确认Gd-DOTA的摄取,分别通过使用Eu-DOTA的互补方法通过时间分辨荧光光谱来定量。结果:通过SC-ICP-MS和时间分辨荧光光谱法检测到Gd-DOTA或Eu-DOTA在离体白细胞中的摄取。细胞内浓度估计在1-3μM的范围内。然而,两种方法均未检测到CA进入红细胞。总共有42名年龄在30至84岁之间的患者(24名男性,18名女性)被纳入研究。采用SC-ICP-MS测定白细胞对Gd的摄取。从接受ce MRI检查的患者中分离的WBC显示出大量的Gd摄取;然而,所研究的患者组显示出Gd摄取的不均匀分布。MRI检查后立即测量显示21-444 attogram/WBC,对应于0.2至5.5μM的细胞内Gd浓度。结论:本研究证实了WBC对GBCA的离体摄取,并首次证明接受ce MRI检查的患者体内WBC确实摄取了GBCA。然而,在WBCs中观察到的Gd摄取并不遵循环境研究、生物学和医学领域中常见的对数正态分布。GBCA的细胞摄取是否与观察到的Gd沉积有关尚不清楚。因此,研究GBCA和人类细胞之间的相互作用可能会澄清MRI检查后Gd对患者影响的关键问题。
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引用次数: 0
Implementing Artificial Intelligence for Emergency Radiology Impacts Physicians' Knowledge and Perception: A Prospective Pre- and Post-Analysis. 在急诊放射学中实施人工智能会影响医生的知识和感知:前瞻性前后分析。
IF 7 1区 医学 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2024-05-01 Epub Date: 2023-10-17 DOI: 10.1097/RLI.0000000000001034
Boj Friedrich Hoppe, Johannes Rueckel, Yevgeniy Dikhtyar, Maurice Heimer, Nicola Fink, Bastian Oliver Sabel, Jens Ricke, Jan Rudolph, Clemens C Cyran

Purpose: The aim of this study was to evaluate the impact of implementing an artificial intelligence (AI) solution for emergency radiology into clinical routine on physicians' perception and knowledge.

Materials and methods: A prospective interventional survey was performed pre-implementation and 3 months post-implementation of an AI algorithm for fracture detection on radiographs in late 2022. Radiologists and traumatologists were asked about their knowledge and perception of AI on a 7-point Likert scale (-3, "strongly disagree"; +3, "strongly agree"). Self-generated identification codes allowed matching the same individuals pre-intervention and post-intervention, and using Wilcoxon signed rank test for paired data.

Results: A total of 47/71 matched participants completed both surveys (66% follow-up rate) and were eligible for analysis (34 radiologists [72%], 13 traumatologists [28%], 15 women [32%]; mean age, 34.8 ± 7.8 years). Postintervention, there was an increase that AI "reduced missed findings" (1.28 [pre] vs 1.94 [post], P = 0.003) and made readers "safer" (1.21 vs 1.64, P = 0.048), but not "faster" (0.98 vs 1.21, P = 0.261). There was a rising disagreement that AI could "replace the radiological report" (-2.04 vs -2.34, P = 0.038), as well as an increase in self-reported knowledge about "clinical AI," its "chances," and its "risks" (0.40 vs 1.00, 1.21 vs 1.70, and 0.96 vs 1.34; all P 's ≤ 0.028). Radiologists used AI results more frequently than traumatologists ( P < 0.001) and rated benefits higher (all P 's ≤ 0.038), whereas senior physicians were less likely to use AI or endorse its benefits (negative correlation with age, -0.35 to 0.30; all P 's ≤ 0.046).

Conclusions: Implementing AI for emergency radiology into clinical routine has an educative aspect and underlines the concept of AI as a "second reader," to support and not replace physicians.

目的:本研究的目的是评估将急诊放射学的人工智能(AI)解决方案纳入临床常规对医生感知和知识的影响。材料和方法:在2022年末,对用于射线照片骨折检测的AI算法实施前和实施后3个月进行了前瞻性介入调查。放射科医生和创伤科医生被问及他们对人工智能的知识和看法,Likert量表为7分(-3,“强烈反对”;+3,“强烈同意”)。自我生成的识别码允许在干预前和干预后匹配相同的个体,并对配对数据使用Wilcoxon符号秩检验。结果:共有47/71名匹配的参与者完成了这两项调查(66%的随访率),并有资格进行分析(34名放射科医生[72%],13名创伤科医生[28%],15名女性[32%];平均年龄34.8±7.8岁)。干预后,人工智能“减少了遗漏的发现”(1.28[前]vs 1.94[后],P=0.003),使读者“更安全”(1.21 vs 1.64,P=0.048),但没有“更快”(0.98 vs 1.21,P=0.0261)。人们越来越不同意人工智能可以“取代放射学报告”(-2.04 vs-2.34,P=0.038),以及关于“临床人工智能”、“机会”和“风险”的自我报告知识的增加(0.40对1.00、1.21对1.70和0.96对1.34;所有P≤0.028)。放射科医生比创伤科医生更频繁地使用人工智能结果(P<0.001),并将益处评为更高(所有P≤0.038),而资深医生不太可能使用人工智能或认可其益处(与年龄呈负相关,-0.35至0.30;所有P≤0.046)。结论:将人工智能用于急诊放射学纳入临床常规具有教育意义,并强调了人工智能作为“第二读者”的概念,以支持而不是取代医生。
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引用次数: 0
Novel Clinically Translatable Iron Oxide Nanoparticle for Monitoring Anti-CD47 Cancer Immunotherapy. 用于监测抗CD47癌症免疫治疗的新型临床可翻译氧化铁纳米粒子。
IF 7 1区 医学 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2024-05-01 Epub Date: 2023-10-09 DOI: 10.1097/RLI.0000000000001030
Raheleh Roudi, Laura Pisani, Fabrizio Pisani, Louise Kiru, Heike E Daldrup-Link

Objectives: A novel clinically translatable iron oxide nanoparticle (IOP) is currently being tested in phase 2 clinical trials as a magnetic resonance imaging (MRI) contrast agent for hepatocellular carcinoma diagnosis. The purpose of our study is to evaluate if this IOP can detect activation of tumor-associated macrophages (TAMs) due to CD47 mAb-targeted immunotherapy in 2 mouse models of osteosarcoma.

Materials and methods: The toxicity, biodistribution, and pharmacokinetics of IOP were evaluated in 77 female and 77 male rats. Then, 24 female BALB/c mice with intratibial murine K7M2 tumors and 24 female NOD scid gamma mice with intratibial human 143B osteosarcoma xenografts were treated with either CD47 mAb (n = 12) or control antibody (n = 12). In each treatment group, 6 mice underwent MRI scans before and after intravenous infusion of either IOP or ferumoxytol (30 mg Fe/kg). Tumor T2* values and TAM markers F4/80, CD80, CD206, and Prussian blue staining were compared between different experimental groups using exact 2-sided Wilcoxon rank sum tests.

Results: Biodistribution and safety evaluations of IOP were favorable for doses of less than 50 mg Fe/kg body weight in female and male rats. Both IOP and ferumoxytol caused negative enhancement (darkening) of the tumor tissue. Both murine and human osteosarcoma tumors treated with CD47 mAb demonstrated significantly shortened T2* relaxation times after infusion of IOP or ferumoxytol compared with controls (all P 's < 0.05). Higher levels of F4/80 + CD80 + were found in murine and human osteosarcomas treated with CD47 mAb compared with sham-treated controls (all P 's < 0.05). In addition, murine CD47 mAb-treated tumors after infusion of either IOP or ferumoxytol showed significantly higher numbers of Prussian blue-positive cells compared with controls ( P < 0.05). There was no significant difference of F4/80 + CD206 + cells among any of the groups (all P 's > 0.05).

Conclusions: Iron oxide nanoparticle-enhanced MRI can be used to diagnose CD47 mAb-mediated TAM-activation in osteosarcomas.

目的:一种新型可临床翻译的氧化铁纳米颗粒(IOP)目前正在2期临床试验中作为磁共振成像(MRI)造影剂用于肝细胞癌诊断。我们研究的目的是评估这种IOP是否可以在2种骨肉瘤小鼠模型中检测到CD47mAb靶向免疫疗法引起的肿瘤相关巨噬细胞(TAMs)的激活。材料和方法:在77只雌性和77只雄性大鼠中评估IOP的毒性、生物分布和药代动力学。然后,用CD47mAb(n=12)或对照抗体(n=2)处理24只患有胫骨内小鼠K7M2肿瘤的雌性BALB/c小鼠和24只患有胫内人143B骨肉瘤异种移植物的雌性NOD-scid-gamma小鼠。在每个治疗组中,6只小鼠在静脉输注IOP或ferumoxytol(30mg Fe/kg)前后接受MRI扫描。使用精确的双侧Wilcoxon秩和检验比较不同实验组之间的肿瘤T2*值和TAM标记物F4/80、CD80、CD206和普鲁士蓝染色。结果:雌性和雄性大鼠的IOP生物分布和安全性评估对于低于50mg/kg体重的剂量是有利的。IOP和ferumoxytol都引起肿瘤组织的负增强(变暗)。与对照组相比,用CD47mAb治疗的小鼠和人骨肉瘤肿瘤在输注IOP或ferumoxytol后的T2*弛豫时间均显著缩短(均P<0.05)。与假治疗的对照组相比(均P>0.05),用CD47 mAb治疗的鼠人骨肉瘤中发现F4/80+CD80+水平更高。此外,与对照组相比,经CD47mAb处理的肿瘤在输注IOP或ferumoxytol后显示出显著更高数量的普鲁士蓝阳性细胞(P<0.05)。F4/80+CD206+细胞在任何一组之间都没有显著差异(均P>0.05)骨肉瘤。
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引用次数: 0
Toward Precision Diagnosis: Machine Learning in Identifying Malignant Orbital Tumors With Multiparametric 3 T MRI. 迈向精准诊断:使用多参数 3 T MRI 识别恶性眼眶肿瘤的机器学习。
IF 6.7 1区 医学 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2024-04-11 DOI: 10.1097/rli.0000000000001076
Emma O'Shaughnessy, Lucile Senicourt, Natasha Mambour, Julien Savatovsky, Loïc Duron, Augustin Lecler
Orbital tumors present a diagnostic challenge due to their varied locations and histopathological differences. Although recent advancements in imaging have improved diagnosis, classification remains a challenge. The integration of artificial intelligence in radiology and ophthalmology has demonstrated promising outcomes.
眼眶肿瘤的位置和组织病理学差异各不相同,给诊断带来了挑战。虽然近期成像技术的进步改善了诊断,但分类仍是一项挑战。人工智能与放射学和眼科学的结合已取得了可喜的成果。
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引用次数: 0
Quantifying Tendon Degeneration Using Magic Angle Insensitive Ultra-Short Echo Time Magnetization Transfer: A Phantom Study in Bovine Tendons. 利用魔角不敏感超短回波时间磁化转移量化肌腱退化:牛肌腱模型研究。
IF 6.7 1区 医学 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2024-04-10 DOI: 10.1097/rli.0000000000001074
Georg C Feuerriegel, Adrian A Marth, Sophia S Goller, Monika Hilbe, Stefan Sommer, Reto Sutter
The aim of this study was to qualitatively and quantitatively assess changes in bovine flexor tendons before and after collagen degradation and at different angles in relation to the static B0 field using 3-dimensional ultra-short echo time (UTE) magnetization transfer (MT) imaging within a clinically feasible acquisition time.
本研究旨在利用三维超短回波时间(UTE)磁化转移(MT)成像技术,在临床可行的采集时间内,定性和定量评估牛屈肌腱在胶原降解前后以及与静态 B0 场相关的不同角度的变化。
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引用次数: 0
Pathophysiologic Mapping of Chronic Liver Diseases With Longitudinal Multiparametric MRI in Animal Models. 在动物模型中利用纵向多参数磁共振成像绘制慢性肝病的病理生理学图谱
IF 6.7 1区 医学 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2024-04-10 DOI: 10.1097/rli.0000000000001075
Ferhan Baskaya, Teresa Lemainque, Barbara Klinkhammer, Susanne Koletnik, Saskia von Stillfried, Steven R Talbot, Peter Boor, Volkmar Schulz, Wiltrud Lederle, Fabian Kiessling
Chronic liver diseases (CLDs) have diverse etiologies. To better classify CLDs, we explored the ability of longitudinal multiparametric MRI (magnetic resonance imaging) in depicting alterations in liver morphology, inflammation, and hepatocyte and macrophage activity in murine high-fat diet (HFD)- and carbon tetrachloride (CCl4)-induced CLD models.
慢性肝病(CLD)的病因多种多样。为了更好地对慢性肝病进行分类,我们探索了纵向多参数磁共振成像(MRI)在小鼠高脂饮食(HFD)和四氯化碳(CCl4)诱导的慢性肝病模型中描述肝脏形态、炎症、肝细胞和巨噬细胞活性变化的能力。
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引用次数: 0
期刊
Investigative Radiology
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