AJNR. American journal of neuroradiology最新文献

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Location-Specific Net Water Uptake and Malignant Cerebral Edema in Acute Anterior Circulation Occlusion Ischemic Stroke. 急性前循环闭塞性缺血性脑卒中的部位特异性净摄水量与恶性脑水肿。
AJNR. American journal of neuroradiology Pub Date : 2025-07-01 DOI: 10.3174/ajnr.A8659
XiaoQing Cheng, Bing Tian, LiJun Huang, Xi Shen, AnYu Liao, ChangSheng Zhou, Quan Hui Liu, HuiMin Pang, JinJing Tang, BaiYan Luo, Xia Tian, YuXi Hou, LuGuang Chen, Qian Chen, WuSheng Zhu, ChengWei Shao, XinDao Yin, GuangMing Lu
{"title":"Location-Specific Net Water Uptake and Malignant Cerebral Edema in Acute Anterior Circulation Occlusion Ischemic Stroke.","authors":"XiaoQing Cheng, Bing Tian, LiJun Huang, Xi Shen, AnYu Liao, ChangSheng Zhou, Quan Hui Liu, HuiMin Pang, JinJing Tang, BaiYan Luo, Xia Tian, YuXi Hou, LuGuang Chen, Qian Chen, WuSheng Zhu, ChengWei Shao, XinDao Yin, GuangMing Lu","doi":"10.3174/ajnr.A8659","DOIUrl":"10.3174/ajnr.A8659","url":null,"abstract":"<p><strong>Background and purpose: </strong>Early identification of malignant cerebral edema (MCE) in patients with acute ischemic stroke is crucial for timely interventions. We aimed to identify regions critically associated with MCE using the ASPECTS to evaluate the association between location-specific net water uptake (NWU) and MCE.</p><p><strong>Materials and methods: </strong>This multicenter, retrospective cohort study included patients with acute ischemic stroke following large anterior circulation occlusion. The ASPECTS was determined by RAPID ASPECTS software. ASPECTS-NWU and Region-NWU were calculated automatically by comparing the Hounsfield unit values in the ischemic and contralateral regions. Critical ASPECTS MCE regions and Region-NWU were evaluated by multivariate logistic regression and the areas under the receiver operating characteristic curves (AUCs).</p><p><strong>Results: </strong>The study included 513 patients. Multivariate analysis showed that the ASPECTS insula (OR = 2.49; 95% CI, 1.44-4.31) and M5 (OR = 1.59; 95% CI, 1.11-3.41) regions were significantly associated with MCE. After adjustment, only the insula (OR = 2.34; 95% CI, 1.23-4.45) was independently associated with MCE. Univariable receiver operating characteristic curve analysis found AUCs for Insula-NWU (AUC, 0.70; 95% CI, 0.65-0.76) and ASPECTS-NWU (AUC, 0.64; 95% CI, 0.58-0.70). The Insula-NWU had better diagnostic power than ASPECTS-NWU (DeLong test; <i>P</i> = .01). A multivariate regression model that combined the NIHSS, ASPECTS, insula involvement, and Insula-NWU had good discriminatory power (AUC = 0.80; 95% CI, 0.74-0.86) and better diagnostic power than Insula-NWU (DeLong test; <i>P</i> < .01).</p><p><strong>Conclusions: </strong>The insula region is critical for MCE, and Insula-NWU has better prediction efficacy than ASPECTS-NWU. This method does not rely on advanced imaging, facilitating rapid assessment in emergencies.</p>","PeriodicalId":93863,"journal":{"name":"AJNR. American journal of neuroradiology","volume":" ","pages":"1329-1335"},"PeriodicalIF":0.0,"publicationDate":"2025-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143017622","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The Value of Quantitative Susceptibility Mapping and Morphometry in the Differential Diagnosis of Parkinsonism. 定量易感图谱及形态测定在帕金森病鉴别诊断中的价值。
AJNR. American journal of neuroradiology Pub Date : 2025-07-01 DOI: 10.3174/ajnr.A8665
Yi Li, Tingting Yuan, Lulu Gao, Wei Sun, Xiaoxiao Du, Zhihui Sun, Kangli Fan, Ruqing Qiu, Ying Zhang
{"title":"The Value of Quantitative Susceptibility Mapping and Morphometry in the Differential Diagnosis of Parkinsonism.","authors":"Yi Li, Tingting Yuan, Lulu Gao, Wei Sun, Xiaoxiao Du, Zhihui Sun, Kangli Fan, Ruqing Qiu, Ying Zhang","doi":"10.3174/ajnr.A8665","DOIUrl":"10.3174/ajnr.A8665","url":null,"abstract":"<p><strong>Background and purpose: </strong>Differentiating Parkinson disease (PD) from atypical parkinsonism syndrome (APS), including multiple system atrophy (MSA) and progressive supranuclear palsy (PSP), is challenging, and there is no reference standard. Integrating quantitative susceptibility mapping (QSM) and morphometry can help differentiate PD from APS and improve the internal diagnosis of APS.</p><p><strong>Materials and methods: </strong>In this retrospective study, we enrolled 55 patients with PD, 17 with MSA-parkinsonian type (MSA-P), 15 with MSA-cerebellar type (MSA-C), and 14 with PSP. Thirty-three age-matched healthy subjects served as controls. All subjects underwent QSM imaging and 3D T1WI with manual quantification of ROI and morphometry. ROIs were selected in the basal ganglia and brainstem nuclei, such as the putamen (Pu), globus pallidus (GP), and red nucleus (RN). Morphometry included MR Parkinson disease index (MRPI), the midbrain area-pons area ratio (M/P), and the ratio of the vertical line of the long axis of the midbrain and pons (Ratio). Differential variables between groups were extracted and a binary logistic regression was established to differentiate the differential diagnoses of PD and APS and diseases within APS. The diagnostic value was assessed using the area under the curve (AUC), sensitivity, and specificity.</p><p><strong>Results: </strong>The combination of Pu and GP performed best when used to distinguish PD from MSA-P, with an AUC of 0.800 (95% CI: 0.664-0.936). The AUC was optimal when MRPI and M/P were combined to distinguish PD from MSA-C at 0.823 (95% CI: 0.686-0.960). Ratio alone performed best in differentiating PD from PSP, with an AUC of 0.848 (95% CI: 0.711-0.985). The AUC for Ratio alone in distinguishing MSA-P from PSP was 0.871 (95% CI: 0.738-1.0). The AUC when using only M/P to distinguish MSA-C from PSP was 0.931 (95% CI: 0.845-1.0). QSM and morphometry each offer distinct advantages in the differential diagnosis among the aforementioned groups. The combination of QSM and morphometry provided the highest diagnostic value in differentiating PD from APS, highlighting the significance of integrating these 2 imaging techniques for enhanced diagnostic precision in clinical practice. The best indicators described above showed equally high differential diagnostic values in patients with a disease duration of ≤3 years.</p><p><strong>Conclusions: </strong>QSM and morphometry will improve the differential diagnosis between PD and APS, as well as improve the internal diagnosis of APS.</p>","PeriodicalId":93863,"journal":{"name":"AJNR. American journal of neuroradiology","volume":" ","pages":"1429-1438"},"PeriodicalIF":0.0,"publicationDate":"2025-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143017794","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Application of Deep Learning Accelerated Image Reconstruction in T2-Weighted Turbo Spin-Echo Imaging of the Brain at 7T.
AJNR. American journal of neuroradiology Pub Date : 2025-07-01 DOI: 10.3174/ajnr.A8662
Zeyu Liu, Xiangzhi Zhou, Shengzhen Tao, Jun Ma, Dominik Nickel, Patrick Liebig, Mahmoud Mostapha, Vishal Patel, Erin M Westerhold, Hamed Mojahed, Vivek Gupta, Erik H Middlebrooks
{"title":"Application of Deep Learning Accelerated Image Reconstruction in T2-Weighted Turbo Spin-Echo Imaging of the Brain at 7T.","authors":"Zeyu Liu, Xiangzhi Zhou, Shengzhen Tao, Jun Ma, Dominik Nickel, Patrick Liebig, Mahmoud Mostapha, Vishal Patel, Erin M Westerhold, Hamed Mojahed, Vivek Gupta, Erik H Middlebrooks","doi":"10.3174/ajnr.A8662","DOIUrl":"10.3174/ajnr.A8662","url":null,"abstract":"<p><p>Prolonged imaging times and motion sensitivity at 7T necessitate advancements in image acceleration techniques. This study evaluates a 7T deep learning (DL)-based image reconstruction by using a deep neural network trained on 7T data, applied to T2-weighted turbo spin-echo imaging. Raw <i>k</i>-space data from 30 consecutive clinical 7T brain MRI patients was reconstructed by using both DL and standard methods. Qualitative assessments included overall image quality, artifacts, sharpness, structural conspicuity, and noise level, while quantitative metrics evaluated contrast-to-noise ratio (CNR) and image noise. DL-based reconstruction consistently outperformed standard methods across all qualitative metrics (<i>P</i> < .001), with a mean CNR increase of 50.8% (95% CI: 43.0%-58.6%) and a mean noise reduction of 35.1% (95% CI: 32.7%-37.6%). These findings demonstrate that DL-based reconstruction at 7T significantly enhances image quality without introducing adverse effects, offering a promising tool for addressing the challenges of ultra-high-field MRI.</p>","PeriodicalId":93863,"journal":{"name":"AJNR. American journal of neuroradiology","volume":" ","pages":"1517-1520"},"PeriodicalIF":0.0,"publicationDate":"2025-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143018004","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Effect of SARS-CoV-2 Infection on Endovascular Thrombectomy Outcomes-Data from the Florida Stroke Registry. SARS-CoV2 感染对血管内血栓切除术结果的影响--来自佛罗里达州中风登记处的数据。
AJNR. American journal of neuroradiology Pub Date : 2025-07-01 DOI: 10.3174/ajnr.A8673
Hayes B Fountain, Ian Ramsay, Ruijie Yin, Ahmed Abdelsalam, Michael Silva, David Z Rose, Angus Jameson, Ying Hao, Ayham Alkhachroum, Carolina M Gutierrez, Victor J Del Brutto, Robert M Starke, Tanja Rundek, Hannah Gardener, Jose G Romano, Negar Asdaghi
{"title":"Effect of SARS-CoV-2 Infection on Endovascular Thrombectomy Outcomes-Data from the Florida Stroke Registry.","authors":"Hayes B Fountain, Ian Ramsay, Ruijie Yin, Ahmed Abdelsalam, Michael Silva, David Z Rose, Angus Jameson, Ying Hao, Ayham Alkhachroum, Carolina M Gutierrez, Victor J Del Brutto, Robert M Starke, Tanja Rundek, Hannah Gardener, Jose G Romano, Negar Asdaghi","doi":"10.3174/ajnr.A8673","DOIUrl":"10.3174/ajnr.A8673","url":null,"abstract":"<p><strong>Background and purpose: </strong>Endovascular thrombectomy outcomes are impacted by changes in stroke systems of care. During the pandemic, SARS-CoV-2 positive status had major implications on hospital arrival and treatment models of non-COVID-related hospital admissions. Using the Florida Stroke Registry, we compared the rates of in-hospital death and discharge outcomes of patients treated with endovascular thrombectomy who tested positive for SARS-CoV-2 infection during their hospitalization.</p><p><strong>Materials and methods: </strong>Data from Get with the Guidelines-Stroke hospitals participating in the Florida Stroke Registry during the COVID pandemic from March 2020 to December 2022 were reviewed to identify endovascular thrombectomy patients with coding for SARS-CoV-2 testing during their hospital stay. Associations between SARS-CoV-2 status and favorable endovascular thrombectomy outcomes of mRS (0-2) at discharge, discharge to home or rehabilitation center, symptomatic intracerebral hemorrhage, in-hospital mortality, and independent ambulation at discharge were examined by using multivariate logistic regression modeling adjusting for demographics, vascular risk factors, and clinical characteristics. Temporal analyses were used to compare outcomes across the study period.</p><p><strong>Results: </strong>A total of 8184 patients underwent endovascular thrombectomy (median age 71.1 years, women 49.7%, mean NIHSS 14). Of these, 180 (2.20%) were SARS-CoV-2 positive. Compared with SARS-CoV-2 negative endovascular thrombectomy patients, those who tested positive were younger, more frequently men, but with comparable stroke severity at presentation. In multivariable analysis, adjusting for baseline differences and confounding variables, there was a 33% lower likelihood of being discharged to home/inpatient rehab (OR = 0.67, 95% CI: 0.49-0.93), 65% higher odds of in-hospital death (OR = 1.65, 95% CI: 1.06-2.58), as well as a 91% less chance of having a high mRS (>2) at discharge (OR = 0.15, 95% CI: 0.04-0.60) for patients with positive SARS-CoV-2 infection. However, a similar risk of symptomatic intracerebral hemorrhage was present compared with SARS-CoV-2 negative patients (OR = 0.97, 95% CI: 0.50-1.88). Temporal analysis of SARS-CoV-2 positive patients showed no significant differences.</p><p><strong>Conclusions: </strong>In this large multicenter stroke registry, despite comparable clinical presentation and treatment timelines, SARS-CoV2 positive status negatively impacted thrombectomy outcomes.</p>","PeriodicalId":93863,"journal":{"name":"AJNR. American journal of neuroradiology","volume":" ","pages":"1374-1378"},"PeriodicalIF":0.0,"publicationDate":"2025-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143054205","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Safety and Effectiveness of a Novel Integrated Angiography System for Continuous Guidance and Flushing in Diagnostic Cerebral Catheter Angiography: A Randomized Controlled Trial. 一种新型综合血管造影系统在诊断性脑导管血管造影中持续引导和冲洗的安全性和有效性:一项随机对照试验。
AJNR. American journal of neuroradiology Pub Date : 2025-07-01 DOI: 10.3174/ajnr.A8700
Boseong Kwon, Jong-Tae Yoon, Yun Hyeok Choi, Soo Jeong, Byung Jun Kim, Joon Ho Choi, Sun Moon Hwang, Deok Hee Lee, Yunsun Song
{"title":"Safety and Effectiveness of a Novel Integrated Angiography System for Continuous Guidance and Flushing in Diagnostic Cerebral Catheter Angiography: A Randomized Controlled Trial.","authors":"Boseong Kwon, Jong-Tae Yoon, Yun Hyeok Choi, Soo Jeong, Byung Jun Kim, Joon Ho Choi, Sun Moon Hwang, Deok Hee Lee, Yunsun Song","doi":"10.3174/ajnr.A8700","DOIUrl":"10.3174/ajnr.A8700","url":null,"abstract":"<p><strong>Background and purpose: </strong>The guided angiography system, an integrated angiography system, enables continuous guidance and flushing during diagnostic procedures. A guidewire provides guidance by remaining inside the catheter during contrast injection into tortuous vessels. While its feasibility was demonstrated in a retrospective study, this randomized controlled trial aims to evaluate its safety and effectiveness.</p><p><strong>Materials and methods: </strong>This single-center, single-blind, randomized controlled trial was conducted from September 2021 to June 2022. Patients with unruptured intracranial aneurysms were enrolled and randomly assigned to either the guided or the conventional group. Primary outcomes were procedural time and serious adverse events. Secondary outcomes included catheterization success, adverse events, fluoroscopy time, fluoroscopy dose, and image quality.</p><p><strong>Results: </strong>A total of 200 participants (mean age, 59 [SD, 10 years], 71% women) were randomized into the guided (<i>n</i> = 100) and the conventional (<i>n</i> = 100) groups. The guided group demonstrated shorter procedural times compared with the conventional group (18.3 [SD, 9.2] versus 21.3 [SD, 8.1] minutes, <i>P</i> < .001). There were no serious adverse events in either group, and adverse events were similar. Catheterization success rates were similar between the guided and conventional groups (93.9% versus 96.8%, <i>P</i> = .226). However, the guided angiography system backed up more catheterization failures from the conventional angiography system, but not vice versa (57.1% versus 11.1%, <i>P</i> = .003). Among catheterization successes, the guided group achieved shorter fluoroscopy time (7.0 versus 7.7 minutes, <i>P</i> = .033) and lower fluoroscopy dose (466.8 versus 566.5 μGy·m<sup>2</sup>, <i>P</i> = .015). Regarding imaging quality, clinical acceptability was comparable between the guided and conventional groups (95.3% versus 95.5%, <i>P</i> = .781).</p><p><strong>Conclusions: </strong>The guided angiography system offers a simple and effective alternative for diagnostic cerebral conventional angiography, with reduced radiation exposure and a favorable safety profile.</p>","PeriodicalId":93863,"journal":{"name":"AJNR. American journal of neuroradiology","volume":" ","pages":"1395-1402"},"PeriodicalIF":0.0,"publicationDate":"2025-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143425809","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Arterial Spin-Labeling MRI Identifies Abnormal Perfusion Metric at the Gray Matter/CSF Interface in Cerebral Small Vessel Disease. 动脉自旋标记MRI识别脑小血管疾病灰质/脑脊液界面异常灌注测量
AJNR. American journal of neuroradiology Pub Date : 2025-07-01 DOI: 10.3174/ajnr.A8682
Abdelkader Mahammedi, Ates Fettahoglu, Jeremy J Heit, Joanna M Wardlaw, Greg Zaharchuk
{"title":"Arterial Spin-Labeling MRI Identifies Abnormal Perfusion Metric at the Gray Matter/CSF Interface in Cerebral Small Vessel Disease.","authors":"Abdelkader Mahammedi, Ates Fettahoglu, Jeremy J Heit, Joanna M Wardlaw, Greg Zaharchuk","doi":"10.3174/ajnr.A8682","DOIUrl":"10.3174/ajnr.A8682","url":null,"abstract":"<p><strong>Background and purpose: </strong>Cerebral small vessel disease (SVD) is a common cause of stroke and cognitive decline. SVD is characterized by white matter hyperintensities (WMH) and dilated perivascular spaces (PVS). While WMH can be associated with reduced CBF and glymphatic clearance, current clinical and radiologic assessments of these associations remain controversial and mostly qualitative. We aim to identify if arterial spin-labeling (ASL)-based CBF differences, particularly in the cortical surface at the GM/CSF interface, correlate with SVD severity.</p><p><strong>Materials and methods: </strong>We performed a retrospective cohort study of healthy controls with normal cognition who underwent a brain MRI as part of our university's Alzheimer Disease Research Center (ADRC) and an <sup>15</sup>O-water PET study database. Our inclusion criteria included patients aged >50 years with no structural brain abnormalities besides SVD with ASL perfusion images. WMH grading was performed by using the Fazekas scale, WMH score, PVS grade, and manually segmented WMH volume. We identified patients with moderate-to-severe SVD and then selected age-matched samples of patients with minimal or no SVD. CBF of the whole brain (WB), GM, WM, and along the GM/CSF interface were calculated. Several perfusion metrics (WB, GM, and WM) as well as a novel perfusion metric, <u>n</u>ormalized <u>G</u>M/<u>C</u>SF <u>i</u>nterface (nGCI) perfusion metric, which indirectly reflects the relative ASL signal near the GM-CSF boundary, were evaluated by using receiver operating characteristic and correlation analyses.</p><p><strong>Results: </strong>Thirty-two patients met the inclusion criteria (<i>n</i>=11 moderate-to-severe SVD, mean age 72 ± 10 years, 6 women; <i>n</i> = 21 none-to-minimal SVD, mean age 70 ± 10 years, 12 women). Of the measured perfusion markers, nGCI had the strongest negative correlation with Fazekas score, total WMH volume, PVS grade, and average total SVD score (<i>r</i> = -0.68, -0.67, -0.54, -0.54, respectively; <i>P</i> < .001) as well as the highest area under the receiver operating characteristics curve (0.95, 95% CI: 0.87-1.0) as a predictor of WMH severity.</p><p><strong>Conclusions: </strong>nGCI, a novel perfusion metric that may capture features of perfusion at the GM-CSF boundary, was strongly correlated with WMH and PVS severity. Further, longitudinal studies are required to determine the potential role of nGCI as a predictive marker of SVD progression.</p>","PeriodicalId":93863,"journal":{"name":"AJNR. American journal of neuroradiology","volume":" ","pages":"1345-1352"},"PeriodicalIF":0.0,"publicationDate":"2025-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144287438","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Sodium MRI in Pediatric Brain Tumors. 钠核磁共振在儿童脑肿瘤中的应用。
AJNR. American journal of neuroradiology Pub Date : 2025-07-01 DOI: 10.3174/ajnr.A8642
Aashim Bhatia, Cassie Kline, Peter J Madsen, Michael J Fisher, Fernando E Boada, Timothy P L Roberts
{"title":"Sodium MRI in Pediatric Brain Tumors.","authors":"Aashim Bhatia, Cassie Kline, Peter J Madsen, Michael J Fisher, Fernando E Boada, Timothy P L Roberts","doi":"10.3174/ajnr.A8642","DOIUrl":"10.3174/ajnr.A8642","url":null,"abstract":"<p><p>Direct sodium MRI (<sup>23</sup>Na-MRI) derives its signal from spin-manipulation of the <sup>23</sup>Na nucleus itself and not the more conventional and familiar <sup>1</sup>H-MRI. Although present at much lower concentrations in the human body than the <sup>1</sup>H nuclei in the water molecule H<sub>2</sub>O, advances in coil design and pulse sequence development have enabled the feasibility of human in vivo <sup>23</sup>Na-MRI. Additionally, <sup>23</sup>Na-MRI has the potential to offer nuanced physiologic insights not available to conventional MRI; this feature forms the basis of interest in its development and optimism for its novel clinical utility. <sup>23</sup>Na-MRI has the potential to be a useful noninvasive imaging technique to assess biochemical and physiologic cellular changes in tissues, eg, cell integrity and tissue viability. Pathologically, the concentration of total sodium is elevated in tumors relative to normal counterparts due to increased intracellular sodium and/or an increased proportion of extracellular space (reflecting changes in cell morphology and anomalies of homeostasis). Here we review the technological advancements with improved pulse sequences and reconstruction methods that counter the inherent challenges of measuring sodium concentrations in the pediatric brain (in particular, its short-tissue T2 value) and present detailed imaging approaches to quantifying sodium concentrations in the pediatric brain that can be assessed in various CNS pathologies, with the focus on pediatric brain tumors.</p>","PeriodicalId":93863,"journal":{"name":"AJNR. American journal of neuroradiology","volume":" ","pages":"1309-1317"},"PeriodicalIF":0.0,"publicationDate":"2025-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144334625","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Photon-counting detector CT of the brain reduces variability of Hounsfield units and has a mean offset compared with energy-integrating detector CT. 脑光子计数检测器CT减少了霍斯菲尔德单位的可变性,与能量积分检测器CT相比具有平均偏移。
AJNR. American journal of neuroradiology Pub Date : 2025-07-01 DOI: 10.3174/ajnr.A8910
Thomas Stein, Friederike Lang, Stephan Rau, Marco Reisert, Maximilian F Russe, Till Schürmann, Anna Fink, Elias Kellner, Jakob Weiss, Fabian Bamberg, Horst Urbach, Alexander Rau
{"title":"Photon-counting detector CT of the brain reduces variability of Hounsfield units and has a mean offset compared with energy-integrating detector CT.","authors":"Thomas Stein, Friederike Lang, Stephan Rau, Marco Reisert, Maximilian F Russe, Till Schürmann, Anna Fink, Elias Kellner, Jakob Weiss, Fabian Bamberg, Horst Urbach, Alexander Rau","doi":"10.3174/ajnr.A8910","DOIUrl":"https://doi.org/10.3174/ajnr.A8910","url":null,"abstract":"<p><strong>Background and purpose: </strong>Distinguishing gray matter (GM) from white matter (WM) is essential for CT of the brain. The recently established photon-counting detector CT (PCD-CT) technology employs a novel detection technique that might allow more precise measurement of tissue attenuation for an improved delineation of attenuation values (Hounsfield units - HU) and improved image quality in comparison with energy-integrating detector CT (EID-CT). To investigate this, we compared HU, GM vs. WM contrast, and image noise using automated deep learning-based brain segmentations.</p><p><strong>Materials and methods: </strong>We retrospectively included patients who received either PCD-CT or EID-CT and did not display a cerebral pathology. A deep learning-based segmentation of the GM and WM was used to extract HU. From this, the gray-to-white ratio and contrast-to-noise ratio were calculated.</p><p><strong>Results: </strong>We included 329 patients with EID-CT (mean age 59.8 ± 20.2 years) and 180 with PCD-CT (mean age 64.7 ± 16.5 years). GM and WM showed significantly lower HU in PCD-CT (GM: 40.4 ± 2.2 HU; WM: 33.4 ± 1.5 HU) compared to EID-CT (GM: 45.1 ± 1.6 HU; WM: 37.4 ± 1.6 HU, p < .001). Standard deviations of HU were also lower in PCD-CT (GM and WM both p < .001) and contrast-tonoise ratio was significantly higher in PCD-CT compared to EID-CT (p < .001). Gray-to-white matter ratios were not significantly different across both modalities (p > .99). In an age-matched subset (n = 157 patients from both cohorts), all findings were replicated.</p><p><strong>Conclusions: </strong>This comprehensive comparison of HU in cerebral gray and white matter revealed substantially reduced image noise and an average offset with lower HU in PCD-CT while the ratio between GM and WM remained constant. The potential need to adapt windowing presets based on this finding should be investigated in future studies.</p><p><strong>Abbreviations: </strong>CNR = Contrast-to-Noise Ratio; CTDIvol = Volume Computed Tomography Dose Index; EID = Energy-Integrating Detector; GWR = Gray-to-White Matter Ratio; HU = Hounsfield Units; PCD = Photon-Counting Detector; ROI = Region of Interest; VMI = Virtual Monoenergetic Images.</p>","PeriodicalId":93863,"journal":{"name":"AJNR. American journal of neuroradiology","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2025-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144546528","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Improving the Robustness of Deep Learning Models in Predicting Hematoma Expansion from Admission Head CT. 提高深度学习模型在预测入院头颅CT血肿扩张中的鲁棒性。
AJNR. American journal of neuroradiology Pub Date : 2025-07-01 DOI: 10.3174/ajnr.A8650
Anh T Tran, Gaby Abou Karam, Dorin Zeevi, Adnan I Qureshi, Ajay Malhotra, Shahram Majidi, Santosh B Murthy, Soojin Park, Despina Kontos, Guido J Falcone, Kevin N Sheth, Seyedmehdi Payabvash
{"title":"Improving the Robustness of Deep Learning Models in Predicting Hematoma Expansion from Admission Head CT.","authors":"Anh T Tran, Gaby Abou Karam, Dorin Zeevi, Adnan I Qureshi, Ajay Malhotra, Shahram Majidi, Santosh B Murthy, Soojin Park, Despina Kontos, Guido J Falcone, Kevin N Sheth, Seyedmehdi Payabvash","doi":"10.3174/ajnr.A8650","DOIUrl":"10.3174/ajnr.A8650","url":null,"abstract":"<p><strong>Background and purpose: </strong>Robustness against input data perturbations is essential for deploying deep learning models in clinical practice. Adversarial attacks involve subtle, voxel-level manipulations of scans to increase deep learning models' prediction errors. Testing deep learning model performance on examples of adversarial images provides a measure of robustness, and including adversarial images in the training set can improve the model's robustness. In this study, we examined adversarial training and input modifications to improve the robustness of deep learning models in predicting hematoma expansion (HE) from admission head CTs of patients with acute intracerebral hemorrhage (ICH).</p><p><strong>Materials and methods: </strong>We used a multicenter cohort of <i>n</i> = 890 patients for cross-validation/training, and a cohort of <i>n</i> = 684 consecutive patients with ICH from 2 stroke centers for independent validation. Fast gradient sign method (FGSM) and projected gradient descent (PGD) adversarial attacks were applied for training and testing. We developed and tested 4 different models to predict ≥3 mL, ≥6 mL, ≥9 mL, and ≥12 mL HE in an independent validation cohort applying receiver operating characteristics area under the curve (AUC). We examined varying mixtures of adversarial and nonperturbed (clean) scans for training as well as including additional input from the hyperparameter-free Otsu multithreshold segmentation for model.</p><p><strong>Results: </strong>When deep learning models trained solely on clean scans were tested with PGD and FGSM adversarial images, the average HE prediction AUC decreased from 0.8 to 0.67 and 0.71, respectively. Overall, the best performing strategy to improve model robustness was training with 5:3 mix of clean and PGD adversarial scans and addition of Otsu multithreshold segmentation to model input, increasing the average AUC to 0.77 against both PGD and FGSM adversarial attacks. Adversarial training with FGSM improved robustness against similar type attack but offered limited cross-attack robustness against PGD-type images.</p><p><strong>Conclusions: </strong>Adversarial training and inclusion of threshold-based segmentation as an additional input can improve deep learning model robustness in prediction of HE from admission head CTs in acute ICH.</p>","PeriodicalId":93863,"journal":{"name":"AJNR. American journal of neuroradiology","volume":" ","pages":"1404-1411"},"PeriodicalIF":0.0,"publicationDate":"2025-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142967375","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Correlation between P2-PCA Volume Flow Rate and BOLD Cerebrovascular Reactivity in Patients with Symptomatic Carotid Artery Occlusion. 症状性颈动脉闭塞患者P2-PCA容积流量与BOLD脑血管反应性的相关性
AJNR. American journal of neuroradiology Pub Date : 2025-07-01 DOI: 10.3174/ajnr.A8626
Amely Walser, Jorn Fierstra, Lara Maria Höbner, Jacopo Bellomo, Tilman Schubert, Menno Germans, Vittorio Stumpo, Christiaan Hendrik Bas van Niftrik, Susanne Wegener, Andreas R Luft, Zsolt Kulcsár, Luca Regli, Giuseppe Esposito, Martina Sebök
{"title":"Correlation between P2-PCA Volume Flow Rate and BOLD Cerebrovascular Reactivity in Patients with Symptomatic Carotid Artery Occlusion.","authors":"Amely Walser, Jorn Fierstra, Lara Maria Höbner, Jacopo Bellomo, Tilman Schubert, Menno Germans, Vittorio Stumpo, Christiaan Hendrik Bas van Niftrik, Susanne Wegener, Andreas R Luft, Zsolt Kulcsár, Luca Regli, Giuseppe Esposito, Martina Sebök","doi":"10.3174/ajnr.A8626","DOIUrl":"10.3174/ajnr.A8626","url":null,"abstract":"<p><strong>Background and purpose: </strong>Identifying and assessing hemodynamic and flow status in patients with symptomatic ICA occlusion is crucial for evaluating recurrent stroke risk. The aim of this study was to analyze the correlation between 2 quantitative imaging modalities: 1) blood oxygenation level-dependent (BOLD) cerebrovascular reactivity (CVR) and 2) quantitative MR angiography (qMRA) with noninvasive optimal vessel analysis (NOVA), measuring volume flow rate (VFR). Comparing these modalities is relevant for assessing collateral circulation and hemodynamic impairment.</p><p><strong>Materials and methods: </strong>In this retrospective analysis of prospectively collected data, 37 symptomatic patients with unilateral ICA occlusion, who underwent both NOVA-qMRA and BOLD-CVR investigation, were included. The correlation analysis between NOVA-qMRA-derived second segment of the posterior cerebral artery (PCA-P2) VFR and BOLD-CVR (hemispheric and MCA territory CVR) was done by using a linear mixed-effects model.</p><p><strong>Results: </strong>A moderate correlation was found between P2-VFR and BOLD-CVR values for the ipsilateral MCA territory (<i>r</i> = 0.44, <i>R<sup>2</sup></i> = 0.2, <i>P</i> < .001) and the ipsilateral hemisphere (<i>r</i> = 0.39, <i>R<sup>2</sup></i> = 0.15, <i>P</i> < .001), indicating that 20% of the variance in P2-VFR can be explained by the BOLD-CVR of the MCA territory and 15% by the BOLD-CVR of the affected hemisphere.</p><p><strong>Conclusions: </strong>This correlation suggests that impaired BOLD-CVR is partly linked to an increased PCA-P2 volume flow rate, potentially indicating the activation of leptomeningeal collaterals in severe hemodynamic conditions. Both imaging techniques could aid clinicians in creating personalized treatment strategies for patients with symptomatic ICA occlusion.</p>","PeriodicalId":93863,"journal":{"name":"AJNR. American journal of neuroradiology","volume":" ","pages":"1353-1359"},"PeriodicalIF":0.0,"publicationDate":"2025-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142856927","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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