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Optimizing virtual monoenergetic imaging for dual‑energy CT venography assessment of intracranial venous sinus stents. 优化虚拟单能成像双能CT静脉造影评估颅内静脉窦支架。
IF 2.6 3区 医学 Q2 CLINICAL NEUROLOGY Pub Date : 2026-02-19 DOI: 10.1007/s00234-026-03930-z
Joel Kosowan, Timothy Reynold Lim, Akhil Nair, Asutosh Sahu, Vinu Mathew, Yingming Amy Chen, Vitor Mendes Pereira, Nicole Cancelliere, Shobhit Mathur

Purpose: To determine a practical virtual monoenergetic imaging (VMI) energy range that improves in‑stent lumen assessment and reduces metal‑related artifacts on dual‑energy CT venography (DECT‑CTV) after intracranial venous sinus stenting.

Methods: Retrospective single‑center study including 10 patients (13 stents) who underwent DECT‑CTV after venous sinus stenting for idiopathic intracranial hypertension or pulsatile tinnitus. VMI series were reconstructed from 40 to 140 keV in 10‑keV increments. Two neuroradiologists independently scored in‑stent lumen visibility and beam‑hardening/streak artifacts (5‑point Likert). Quantitative analysis used standardized ROI measurements (3 in‑stent and 2 adjacent out‑of‑stent ROIs per stent per keV) and derived metrics including in‑stent attenuation, background noise, CNR, SNR, and dCT_in-out (in‑stent minus out‑of‑stent attenuation).

Results: Qualitatively, both readers preferred intermediate‑high energies (90-100 keV) for overall interpretability. Quantitatively, in‑stent attenuation decreased from 1180.7 ± 245.5 HU (40 keV) to 112.5 ± 15.7 HU (140 keV). Noise and dCT_in-out decreased with increasing energy, whereas CNR decreased with increasing energy. SNR showed no statistically significant differences across energies.

Conclusion: For intracranial venous sinus stents on DECT‑CTV, VMI around 90-100 keV provided the best perceived balance between lumen accessibility and artifact suppression. Findings require validation in larger cohorts with device‑specific subgroup analyses and complementary artifact indices.

目的:确定一个实用的虚拟单能成像(VMI)能量范围,以改善颅内静脉窦支架植管术后双能CT静脉造影(DECT - CTV)的腔内评估并减少金属相关伪影。方法:回顾性单中心研究,包括10例(13个支架)因特发性颅内高压或搏动性耳鸣接受静脉窦支架置入术后行DECT - CTV的患者。VMI序列以10 keV的增量从40 keV重建到140 keV。两名神经放射学家独立对支架内腔可见度和光束硬化/条纹伪影进行评分(李克特5分)。定量分析使用标准化的ROI测量(每个支架每keV有3个支架内和2个相邻的支架外ROI)和衍生指标,包括支架内衰减、背景噪声、CNR、SNR和dCT_in-out(支架内减去支架外衰减)。结果:定性地说,两位读者更倾向于中高能量(90-100 keV)的整体可解释性。从数量上看,支架内衰减从1180.7±245.5 HU (40 keV)下降到112.5±15.7 HU (140 keV)。噪声和dCT_in-out随能量的增加而减小,而CNR随能量的增加而减小。不同能量的信噪比差异无统计学意义。结论:对于DECT - CTV上的颅内静脉窦支架,90-100 keV左右的VMI在管腔可达性和伪影抑制之间提供了最佳的感知平衡。研究结果需要在更大的队列中进行验证,包括器械特定的亚组分析和互补的人工指标。
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引用次数: 0
Post-procedural hemodynamics by quantitative DSA predict restenosis in chronic internal carotid artery occlusion. 术后血流动力学定量DSA预测慢性颈内动脉闭塞再狭窄。
IF 2.6 3区 医学 Q2 CLINICAL NEUROLOGY Pub Date : 2026-02-18 DOI: 10.1007/s00234-026-03947-4
Xiguang Fu, Haoyu Zhu, Yong Zhang, Yuqi Song, Jiarui Zhang, Shengjun Sun, Mengyuan Yuan, Chuhan Jiang
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引用次数: 0
Influence of deep learning image reconstruction and adaptive statistical iterative reconstruction-V on automated Alberta stroke program early CT score- evaluation. 深度学习图像重建和自适应统计迭代重建- v对自动化Alberta卒中程序早期CT评分的影响。
IF 2.6 3区 医学 Q2 CLINICAL NEUROLOGY Pub Date : 2026-02-18 DOI: 10.1007/s00234-026-03938-5
Estelle Akl, Daniel Cantré, Matthias Lütgens, Wiebke Hermann, Sönke Langner, Marc-André Weber, Ann-Christin Klemenz, Felix G Meinel, Ebba Beller

Purpose: The Alberta Stroke Program Early CT Score (ASPECTS) and advances in CT reconstruction play important roles in the neurodiagnostic workflow. This study examines the effect of these reconstruction techniques on automated ASPECTS.

Methods: In this retrospective study, 173 patients (median age 79 years, 39% female) with suspected middle cerebral artery infarction underwent non-contrast CT scans reconstructed with Filtered Back Projection (FBP), ASIR-V (30% and 60%), and DLIR (low, medium, and high). Automated ASPECTS were analyzed, with FBP as the reference standard.

Results: Bland-Altman analysis revealed a mean bias with ASIR and DLIR underestimating ASPECTS compared to FBP. This underestimation was less pronounced for ASIR-V 30% (-0.057 ) and DLIR-L (-0.069) than for ASIR-V 60% (-0.126), DLIR-M (-0.121), and DLIR-H (-0.086). The region with the greatest overestimation relative to FBP was M3 (n = 23), while the region with the greatest underestimation was the insular ribbon (n = 51). Regarding the ASPECTS < 6 threshold, most patients were reclassified from ASPECTS ≤ 5 to ASPECTS ≥ 6 with DLIR-M (n = 5), which also showed the strongest agreement with expert consensus (κ = 0.352).

Conclusion: Both ASIR-V and DLIR resulted in only minor underestimation of ASPECTS compared to FBP. However, most patients became eligible for endovascular therapy due to ASPECTS reclassification with DLIR-M. DLIR-M also exhibited the highest agreement with expert consensus for automated ASPECTS. Therefore, careful selection of reconstruction parameters, as well as further optimization and standardization of these techniques, is essential for broader application in stroke imaging.

目的:阿尔伯塔卒中计划早期CT评分(ASPECTS)和CT重建的进展在神经诊断工作流程中发挥重要作用。本研究考察了这些重建技术对自动化方面的影响。方法:在本回顾性研究中,173例疑似大脑中动脉梗死的患者(中位年龄79岁,女性39%)接受了滤波后投影(FBP)、ASIR-V(30%和60%)和DLIR(低、中、高)重建的非对比CT扫描。以FBP为参考标准,对自动化方面进行分析。结果:Bland-Altman分析显示,与FBP相比,ASIR和DLIR低估了方面的平均偏倚。与ASIR-V 60%(-0.126)、DLIR-M(-0.121)和DLIR-H(-0.086)相比,ASIR-V 30%(-0.057)和DLIR-L(-0.069)的低估程度较低。相对于FBP,高估最大的区域是M3 (n = 23),低估最大的区域是岛带(n = 51)。结论:与FBP相比,ASIR-V和DLIR仅导致轻微的方面低估。然而,由于使用DLIR-M对ASPECTS进行重新分类,大多数患者符合血管内治疗的条件。DLIR-M在自动化方面也表现出与专家共识的最高一致性。因此,仔细选择重建参数,并进一步优化和标准化这些技术,对于在脑卒中成像中的广泛应用至关重要。
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引用次数: 0
Endovascular treatment of dissecting distal anterior cerebral artery pseudo-aneurysms: insights from a six-patient case series. 脑前远端假性动脉瘤的血管内治疗:来自6例病例系列的见解。
IF 2.6 3区 医学 Q2 CLINICAL NEUROLOGY Pub Date : 2026-02-18 DOI: 10.1007/s00234-026-03941-w
Mustafa Ismail, Norito Kinjo, Ahmed Muthana, Alejandro Spiotta
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引用次数: 0
Spectral presaturation with inversion recovery provides superior neuromelanin imaging for Parkinson's disease evaluation compared to magnetization transfer. 与磁化转移相比,倒置恢复的光谱饱和为帕金森病的评估提供了更好的神经黑色素成像。
IF 2.6 3区 医学 Q2 CLINICAL NEUROLOGY Pub Date : 2026-02-17 DOI: 10.1007/s00234-026-03945-6
Tomoki Imokawa, Hiroyuki Maki, Midori Kusama, Risa Kagaya, Yoko Shigemoto, Yukio Kimura, Hiroshi Matsuda, Masami Yoneyama, Takashi Namiki, Yohei Mukai, Toshiyuki Yamamoto, Yuji Takahashi, Ukihide Tateishi, Noriko Sato

Purpose: Neuromelanin-sensitive imaging visualizes degeneration of the substantia nigra pars compacta (SNc) and locus coeruleus (LC), characteristic features of Parkinson's disease (PD). Spectral presaturation with inversion recovery (SPIR), using fat-selective radiofrequency pulses, has been reported to provide superior delineation of the SNc and LC in healthy individuals and offers shorter acquisition times than conventional magnetization transfer (MT) imaging. This study evaluated the clinical utility of SPIR imaging for assessing PD compared with MT imaging.

Methods: Neuromelanin-sensitive images were acquired from 24 patients with PD and 24 healthy controls using MT and SPIR sequences, each with an acquisition time of approximately five minutes. Signal ratios (SRs) of the SNc and LC were automatically quantified using established brain atlases. For each sequence and brain region, diagnostic performance in distinguishing PD from controls was assessed using receiver operating characteristic curve analysis. In patients with PD, associations between SRs and nigrostriatal degeneration, as measured by dopamine transporter SPECT imaging, were investigated.

Results: SPIR images yielded higher SRs in the SNc than MT images. Diagnostic accuracy for PD with SPIR imaging (87.50%) was significantly greater than that with MT imaging (77.08%). SRs of the SNc and LC on SPIR images were correlated with nigrostriatal degeneration on dopamine transporter SPECT, unlike MT images.

Conclusion: SPIR imaging demonstrated superior visualization of the SNc and LC, and outperformed MT imaging in the evaluation of PD. With shorter acquisition time and stronger correlation with nigrostriatal degeneration, SPIR represents a promising and practical tool for diagnosing and monitoring PD.

目的:神经黑色素敏感成像显示黑质致密部(SNc)和蓝斑(LC)的变性,这是帕金森病(PD)的特征。据报道,使用脂肪选择性射频脉冲的反演恢复光谱压力饱和度(SPIR)可以更好地描绘健康个体的SNc和LC,并且比传统的磁化转移(MT)成像提供更短的采集时间。本研究评估了SPIR成像与MT成像在评估PD方面的临床应用。方法:利用MT和SPIR序列获取24例PD患者和24例健康对照者的神经黑色素敏感图像,每张图像的获取时间约为5分钟。SNc和LC的信号比(SRs)使用已建立的脑图谱自动量化。对于每个序列和大脑区域,使用受试者工作特征曲线分析评估PD与对照组的诊断性能。在PD患者中,通过多巴胺转运体SPECT成像,研究了SRs与黑质纹状体变性之间的关系。结果:SPIR图像对SNc的SRs高于MT图像。SPIR影像学对PD的诊断准确率(87.50%)明显高于MT影像学(77.08%)。与MT不同,SPIR图像上SNc和LC的sr与多巴胺转运体SPECT上的黑质纹状体变性相关。结论:SPIR成像对SNc和LC的显示效果优于MT成像对PD的评价。SPIR具有采集时间短、与黑质纹状体变性相关性强的特点,是一种诊断和监测PD的实用工具。
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引用次数: 0
Sirolimus Drug-Eluting Stent (DES) in vertebral artery ostial stenosis: insights from a multicenter analysis. 西罗莫司药物洗脱支架(DES)治疗椎动脉口狭窄:来自多中心分析的见解。
IF 2.6 3区 医学 Q2 CLINICAL NEUROLOGY Pub Date : 2026-02-14 DOI: 10.1007/s00234-026-03934-9
Deyuan Zhu, Bin Liu, Kangqing Zhang, Jihu Zhao, Si Zhao Tang, Xudong Lu, Yibin Fang
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引用次数: 0
Multiparametric MRI radiomics model incorporating ADC improves differentiation of benign and malignant sinonasal tumors. 结合ADC的多参数MRI放射组学模型提高了鼻窦肿瘤良恶性的鉴别。
IF 2.6 3区 医学 Q2 CLINICAL NEUROLOGY Pub Date : 2026-02-12 DOI: 10.1007/s00234-026-03944-7
Chaofan Sui, Guodan Wei, Hangzhi Liu, Xiaoxia Qu, Xinyan Wang, Junfang Xian
{"title":"Multiparametric MRI radiomics model incorporating ADC improves differentiation of benign and malignant sinonasal tumors.","authors":"Chaofan Sui, Guodan Wei, Hangzhi Liu, Xiaoxia Qu, Xinyan Wang, Junfang Xian","doi":"10.1007/s00234-026-03944-7","DOIUrl":"https://doi.org/10.1007/s00234-026-03944-7","url":null,"abstract":"","PeriodicalId":19422,"journal":{"name":"Neuroradiology","volume":" ","pages":""},"PeriodicalIF":2.6,"publicationDate":"2026-02-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146166168","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
Dilated emissary veins in patients with pulsatile tinnitus: Culprit or bystander? 搏动性耳鸣患者的毛细血管扩张:罪魁祸首还是旁观者?
IF 2.6 3区 医学 Q2 CLINICAL NEUROLOGY Pub Date : 2026-02-12 DOI: 10.1007/s00234-026-03937-6
Benjamin Soares, Piers Klein, Bindu N Setty, Zhongyuang Zhang, Pamela Semaan, Thanh N Nguyen, Mohamad Abdalkader

Background and purpose: Emissary veins (EVs) are common incidental radiological findings, and enlarged EVs have been associated with the development of pulsatile tinnitus (PT). The purpose of this study is to further investigate the prevalence and characteristics of EVs in patients with and without PT.

Materials and methods: We conducted a case-control study of consecutive patients with PT and age- and sex-matched controls who received imaging (primarily CTA, CTV, and MRI) between February 2018 and February 2022. Radiological evaluation was performed by two neuroradiologists and EVs measurements were performed at the point of maximal diameter. For statistical analyses, Mann-Whitney U test was used to compare vein diameters, and Fisher's exact test was used to compare vein frequencies.

Results: Condylar and mastoid emissary veins of any diameter were less frequently observed in patients with PT than controls (66% vs. 78%; p < 0.01). The median diameter of mastoid emissary veins (MEVs) was significantly greater in the PT cohort (1 [IQR 1-2] mm vs. 1 [1-1] mm; p < 0.01) but there was no difference in median condylar emissary vein (CEV) diameter (3 [2-4] mm vs. 2 [2-3.5] mm; p = 0.64). Dilated CEVs (≥ 5 mm, 11% vs. 4%; p = 0.02) and MEVs (≥ 2 mm, 30% vs. 13%; p < 0.01) were more common in patients with PT. In both the PT and control cohorts, there was no significant difference in the prevalence of dilated EVs in patients with and without significant internal jugular stenosis (IJVS), transverse sinus stenosis (TSS). Additionally, there was no significant difference in the prevalence of dilated EVs in patients with and without idiopathic intracranial hypertension (IIH) in the PT cohort.

Conclusion: Dilated CEVs and MEVs were more common in patients with PT compared to controls, while the overall prevalence of CEVs/MEVs was lower in the control cohort.There was no association between the prevalence of dilated EVs and the presence of significant IJVS or TSS in patients with PT or controls.

背景与目的:透射静脉(EVs)是常见的偶发影像学表现,其扩大与搏动性耳鸣(PT)的发展有关。本研究的目的是进一步调查患有和不患有PT的患者中EVs的患病率和特征。材料和方法:我们在2018年2月至2022年2月期间对连续的PT患者和年龄和性别匹配的对照组进行了病例对照研究,这些患者接受了影像学检查(主要是CTA、CTV和MRI)。由两名神经放射学家进行放射学评估,并在最大直径点进行EVs测量。统计分析采用Mann-Whitney U检验比较静脉直径,Fisher精确检验比较静脉频率。结果:与对照组相比,PT患者中观察到任何直径的髁突和乳突静脉的频率较低(66%对78%);p结论:与对照组相比,PT患者中CEVs和mev扩张更常见,而对照组CEVs/ mev的总体患病率较低。在PT患者或对照组中,扩张的EVs患病率与存在显著的IJVS或TSS之间没有关联。
{"title":"Dilated emissary veins in patients with pulsatile tinnitus: Culprit or bystander?","authors":"Benjamin Soares, Piers Klein, Bindu N Setty, Zhongyuang Zhang, Pamela Semaan, Thanh N Nguyen, Mohamad Abdalkader","doi":"10.1007/s00234-026-03937-6","DOIUrl":"https://doi.org/10.1007/s00234-026-03937-6","url":null,"abstract":"<p><strong>Background and purpose: </strong>Emissary veins (EVs) are common incidental radiological findings, and enlarged EVs have been associated with the development of pulsatile tinnitus (PT). The purpose of this study is to further investigate the prevalence and characteristics of EVs in patients with and without PT.</p><p><strong>Materials and methods: </strong>We conducted a case-control study of consecutive patients with PT and age- and sex-matched controls who received imaging (primarily CTA, CTV, and MRI) between February 2018 and February 2022. Radiological evaluation was performed by two neuroradiologists and EVs measurements were performed at the point of maximal diameter. For statistical analyses, Mann-Whitney U test was used to compare vein diameters, and Fisher's exact test was used to compare vein frequencies.</p><p><strong>Results: </strong>Condylar and mastoid emissary veins of any diameter were less frequently observed in patients with PT than controls (66% vs. 78%; p < 0.01). The median diameter of mastoid emissary veins (MEVs) was significantly greater in the PT cohort (1 [IQR 1-2] mm vs. 1 [1-1] mm; p < 0.01) but there was no difference in median condylar emissary vein (CEV) diameter (3 [2-4] mm vs. 2 [2-3.5] mm; p = 0.64). Dilated CEVs (≥ 5 mm, 11% vs. 4%; p = 0.02) and MEVs (≥ 2 mm, 30% vs. 13%; p < 0.01) were more common in patients with PT. In both the PT and control cohorts, there was no significant difference in the prevalence of dilated EVs in patients with and without significant internal jugular stenosis (IJVS), transverse sinus stenosis (TSS). Additionally, there was no significant difference in the prevalence of dilated EVs in patients with and without idiopathic intracranial hypertension (IIH) in the PT cohort.</p><p><strong>Conclusion: </strong>Dilated CEVs and MEVs were more common in patients with PT compared to controls, while the overall prevalence of CEVs/MEVs was lower in the control cohort.There was no association between the prevalence of dilated EVs and the presence of significant IJVS or TSS in patients with PT or controls.</p>","PeriodicalId":19422,"journal":{"name":"Neuroradiology","volume":" ","pages":""},"PeriodicalIF":2.6,"publicationDate":"2026-02-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146166173","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
Radiogenomics of congenital brain malformations: Linking embryology, genetics, and imaging. 先天性脑畸形的放射基因组学:连接胚胎学,遗传学和影像学。
IF 2.6 3区 医学 Q2 CLINICAL NEUROLOGY Pub Date : 2026-02-11 DOI: 10.1007/s00234-026-03916-x
Jehan AlRayahi, Khalid AlDasuqi, Marwa AlSubhi, Walid Mubarak, Osamah Al Walid

Purpose: Congenital brain malformations are structural anomalies present at birth stemming from underlying genetic mutations or prenatal disruptions. The increased use of advanced genomic sequencing has led to major breakthroughs in pediatric neurogenetics; however, progress in unraveling the genetic basis of many central nervous system (CNS) malformations has lagged. This gap is partly due to the complexity of brain development and challenges like establishing the genetic culprit in somatic mosaicism. This review aims to integrate embryology, genetics, and neuroimaging to provide a practical radiogenomic framework for congenital brain malformations.

Methods: A narrative review of the literature was performed focusing on fundamental embryologic processes of CNS development, genetic concepts relevant to malformations, and key molecular pathways and protein structures implicated in neurodevelopment. Representative malformations of cortical development, midline anomalies, and hindbrain malformations are discussed with emphasis on radiologic-genetic correlations.

Results: Critical developmental pathways and proteins-including mTOR and Ras/MAPK signaling cascades and the tubulin cytoskeleton-are central to the pathogenesis of congenital brain malformations. Genetic principles, such as types of genetic alterations (e.g. somatic vs germline), mosaicism, penetrance, and expressivity explain the imaging and clinical phenotype variability and the diagnostic challenges encountered. Distinct radiogenomic patterns are identified across malformations of cortical development, corpus callosum anomalies, holoprosencephaly and posterior fossa malformations highlighting the diagnostic value of integrating neuroimaging with embryologic and molecular insights.

Conclusion: Radiogenomic correlation of congenital brain malformations is increasingly important in the era of precision medicine. By correlating neuroimaging phenotypes with the relevant embryologic and molecular mechanism, neuroradiologists can improve diagnostic accuracy, guide genetic testing strategies, and contribute to multidisciplinary care and counseling.

目的:先天性脑畸形是由于潜在的基因突变或产前中断而导致的出生时的结构异常。先进基因组测序的使用增加导致了儿科神经遗传学的重大突破;然而,在揭示许多中枢神经系统(CNS)畸形的遗传基础方面进展滞后。这一差距部分是由于大脑发育的复杂性和诸如确定体细胞嵌合的遗传罪魁祸首之类的挑战。本综述旨在整合胚胎学、遗传学和神经影像学,为先天性脑畸形提供一个实用的放射基因组学框架。方法:对文献进行叙述性回顾,重点介绍中枢神经系统发育的基本胚胎学过程,与畸形相关的遗传概念,以及与神经发育有关的关键分子途径和蛋白质结构。具有代表性的畸形皮质发育,中线异常,和后脑畸形的讨论,重点放射学与遗传学的相关性。结果:关键的发育途径和蛋白质——包括mTOR和Ras/MAPK信号级联以及微管蛋白细胞骨架——是先天性脑畸形发病的核心。遗传原理,如遗传改变的类型(如体细胞与种系)、嵌合体、外显性和表达性解释了成像和临床表型变异以及遇到的诊断挑战。在皮质发育畸形、胼胝体异常、前脑畸形和后窝畸形中发现了不同的放射基因组学模式,突出了将神经影像学与胚胎学和分子见解相结合的诊断价值。结论:在精准医学时代,先天性脑畸形的放射基因组学相关性越来越重要。通过将神经影像学表型与相关的胚胎学和分子机制相关联,神经放射学家可以提高诊断准确性,指导基因检测策略,并为多学科护理和咨询做出贡献。
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引用次数: 0
The diagnostic and prognosis value of dynamic contrast-enhanced MRI distributed parameter model and 18F- fluoroethyltyrosine PET on differentiating recurrent glioma from treatment-induced change. 动态增强MRI分布参数模型及18F-氟乙基酪氨酸PET对复发性胶质瘤与治疗性改变的鉴别诊断及预后价值
IF 2.6 3区 医学 Q2 CLINICAL NEUROLOGY Pub Date : 2026-02-10 DOI: 10.1007/s00234-026-03926-9
Ruize Zhu, Zhenyu Li, Zujun Hou, Tong-San Koh, Xiuqi Guan, Yan Ren, Zhifeng Shi, Zhiyong Qin, Zhen Fan
{"title":"The diagnostic and prognosis value of dynamic contrast-enhanced MRI distributed parameter model and <sup>18</sup>F- fluoroethyltyrosine PET on differentiating recurrent glioma from treatment-induced change.","authors":"Ruize Zhu, Zhenyu Li, Zujun Hou, Tong-San Koh, Xiuqi Guan, Yan Ren, Zhifeng Shi, Zhiyong Qin, Zhen Fan","doi":"10.1007/s00234-026-03926-9","DOIUrl":"https://doi.org/10.1007/s00234-026-03926-9","url":null,"abstract":"","PeriodicalId":19422,"journal":{"name":"Neuroradiology","volume":" ","pages":""},"PeriodicalIF":2.6,"publicationDate":"2026-02-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146150305","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
期刊
Neuroradiology
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