AJNR. American journal of neuroradiology最新文献

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Synthetic MRI and MR Fingerprinting-Derived Relaxometry of Antenatal Human Brainstem Myelination: A Postmortem-Based Quantitative Imaging Study. 产前人类脑干髓鞘化的合成 MRI 和 MR 指纹衍生弛豫度:基于尸体的定量成像研究
AJNR. American journal of neuroradiology Pub Date : 2024-09-09 DOI: 10.3174/ajnr.A8337
Victor U Schmidbauer, Intesar-Victoria Malla Houech, Jakob Malik, Martin L Watzenboeck, Rebecca Mittermaier, Patric Kienast, Christina Haberl, Ivana Pogledic, Christian Mitter, Gregor O Dovjak, Astrid Krauskopf, Florian Prayer, Marlene Stuempflen, Tim Dorittke, Nikolai A Gantner, Julia Binder, Dieter Bettelheim, Herbert Kiss, Christine Haberler, Ellen Gelpi, Daniela Prayer, Gregor Kasprian
{"title":"Synthetic MRI and MR Fingerprinting-Derived Relaxometry of Antenatal Human Brainstem Myelination: A Postmortem-Based Quantitative Imaging Study.","authors":"Victor U Schmidbauer, Intesar-Victoria Malla Houech, Jakob Malik, Martin L Watzenboeck, Rebecca Mittermaier, Patric Kienast, Christina Haberl, Ivana Pogledic, Christian Mitter, Gregor O Dovjak, Astrid Krauskopf, Florian Prayer, Marlene Stuempflen, Tim Dorittke, Nikolai A Gantner, Julia Binder, Dieter Bettelheim, Herbert Kiss, Christine Haberler, Ellen Gelpi, Daniela Prayer, Gregor Kasprian","doi":"10.3174/ajnr.A8337","DOIUrl":"10.3174/ajnr.A8337","url":null,"abstract":"<p><strong>Background and purpose: </strong>The radiologic evaluation of ongoing myelination is currently limited prenatally. Novel quantitative MR imaging modalities provide relaxometric properties that are linked to myelinogenesis. In this retrospective postmortem imaging study, the capability of Synthetic MR imaging and MR fingerprinting-derived relaxometry for tracking fetal myelin development was investigated. Moreover, the consistency of results for both MR approaches was analyzed.</p><p><strong>Materials and methods: </strong>In 26 cases, quantitative postmortem fetal brain MR data were available (gestational age range, 15 + 1 to 32 + 1; female/male ratio, 14/12). Relaxometric measurements (T1-/T2-relexation times) were determined in the medulla oblongata and the midbrain using Synthetic MR imaging/MR fingerprinting-specific postprocessing procedures (Synthetic MR imaging and MR Robust Quantitative Tool for MR fingerprinting). The Pearson correlations were applied to detect relationships between T1-relaxation times/T2-relaxation times metrics and gestational age at MR imaging. Intraclass correlation coefficients were calculated to assess the consistency of the results provided by both modalities.</p><p><strong>Results: </strong>Both modalities provided quantitative data that revealed negative correlations with gestational age at MR imaging: Synthetic MR imaging-derived relaxation times (medulla oblongata [<i>r</i> = -0.459; <i>P </i>= .021]; midbrain [<i>r</i> = -0.413; <i>P </i>= .040]), T2-relaxation times (medulla oblongata [<i>r</i> = -0.625; <i>P </i>< .001]; midbrain [<i>r</i> = -0.571; <i>P </i>= .003]), and MR fingerprinting-derived T1-relaxation times (medulla oblongata [<i>r</i> = -0.433; <i>P </i>= .035]; midbrain [<i>r</i> = -0.386; <i>P </i>= .062]), and T2-relaxation times (medulla oblongata [<i>r</i> =-0.883; <i>P </i>< .001]; midbrain [<i>r</i> = -0.890; <i>P </i>< .001]).The intraclass correlation coefficient analysis for result consistency between both MR approaches ranged between 0.661 (95% CI, 0.351-0.841) (T2-relaxation times: medulla oblongata) and 0.920 (95% CI, 0.82-0.965) (T1-relaxation times: midbrain).</p><p><strong>Conclusions: </strong>There is a good-to-excellent consistency between postmortem Synthetic MR imaging and MR fingerprinting myelin quantifications in fetal brains older than 15 + 1 gestational age. The strong correlations between quantitative myelin metrics and gestational age indicate the potential of quantitative MR imaging to identify delayed or abnormal states of myelination at prenatal stages of cerebral development.</p>","PeriodicalId":93863,"journal":{"name":"AJNR. American journal of neuroradiology","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2024-09-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11392359/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141592349","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
An Optimized CT Protocol for Detecting Suspected Cauda Equina Syndrome: A Comparative Analysis with MRI. 检测疑似马尾综合征的优化 CT 方案:与核磁共振成像的对比分析
AJNR. American journal of neuroradiology Pub Date : 2024-09-09 DOI: 10.3174/ajnr.A8315
Philip J Dempsey, David T Ryan, Gerard Lambe, Jack W Power, Andrew H Yates, Grace Kenny, Peter J MacMahon
{"title":"An Optimized CT Protocol for Detecting Suspected Cauda Equina Syndrome: A Comparative Analysis with MRI.","authors":"Philip J Dempsey, David T Ryan, Gerard Lambe, Jack W Power, Andrew H Yates, Grace Kenny, Peter J MacMahon","doi":"10.3174/ajnr.A8315","DOIUrl":"10.3174/ajnr.A8315","url":null,"abstract":"<p><strong>Background and purpose: </strong>Lumbar disc herniation, potentially leading to nerve root compression and cauda equina syndrome, is typically evaluated using MR imaging. However, the limited availability of MR imaging outside regular hours in certain health care systems poses considerable challenges. This purpose of this study was to prospectively evaluate the diagnostic accuracy of an optimized CT lumbar spine protocol as a potential alternative to MR imaging in assessing suspected neural compression.</p><p><strong>Materials and methods: </strong>Patients presenting to the emergency department with suspected cauda equina syndrome or acute radicular symptoms secondary to lumbar disc herniation referred for MR imaging were prospectively enrolled for an additional CT optimized to assess spinal stenosis. An expert radiologist, blinded to clinical data, graded canal stenosis at each lumbar level on CT. The same grading process was applied to MR imaging after a 4-week interval to maintain blinding.</p><p><strong>Results: </strong>Fifty-nine individuals were included in the final analysis. In 22 (39%) cases, no significant stenosis was identified. In a further 22 (37%) cases, disc pathology was identified that was managed conservatively. Thirteen (22%) individuals proceeded to urgent surgical decompression. In 1 (2%) instance, an alternative diagnosis was identified. Compared with MR imaging, the sensitivity, specificity, and positive and negative predictive values for CT in detecting disc pathology in patients presenting with symptoms suggestive of acute neural compression were 97% (95% CI, 82%-99%), 97% (95% CI, 83%-99%), 97% (95% CI, 92%-99%), and 97% (95% CI, 83%-99%), respectively. CT accurately identified all cases requiring urgent decompression.</p><p><strong>Conclusions: </strong>CT accurately predicted MR imaging findings in patients with suspected cauda equina and nerve root compression, demonstrating its utility as an adjunct tool for patient triage in emergency settings with limited MR imaging access. This protocol could enhance the allocation of emergency resources by appropriately selecting patients for emergent MR imaging.</p>","PeriodicalId":93863,"journal":{"name":"AJNR. American journal of neuroradiology","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2024-09-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11392367/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141763138","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Efficacy Assessment of Cerebral Perfusion Augmentation through Functional Connectivity in an Acute Canine Stroke Model. 在急性犬脑卒中模型中通过功能连接性评估脑灌注增强的疗效
AJNR. American journal of neuroradiology Pub Date : 2024-09-09 DOI: 10.3174/ajnr.A8320
Chisondi S Warioba, Mira Liu, Sagada Peñano, Timothy J Carroll, Sean Foxley, Gregory Christoforidis
{"title":"Efficacy Assessment of Cerebral Perfusion Augmentation through Functional Connectivity in an Acute Canine Stroke Model.","authors":"Chisondi S Warioba, Mira Liu, Sagada Peñano, Timothy J Carroll, Sean Foxley, Gregory Christoforidis","doi":"10.3174/ajnr.A8320","DOIUrl":"10.3174/ajnr.A8320","url":null,"abstract":"<p><strong>Background and purpose: </strong>Ischemic stroke disrupts functional connectivity within the brain's resting-state networks (RSNs), impacting recovery. This study evaluates the effects of norepinephrine and hydralazine (NEH), a cerebral perfusion augmentation therapy, on RSN integrity in a hyperacute canine stroke model.</p><p><strong>Materials and methods: </strong>Fifteen adult purpose-bred mongrel canines, divided into treatment and control (natural history) groups, underwent endovascular induction of acute middle cerebral artery occlusion (MCAO). Postocclusion, the treatment group received intra-arterial norepinephrine (0.1-1.52 µg/kg/min, adjusted for 25-45 mm Hg above baseline mean arterial pressure) and hydralazine (20 mg). Resting-state fMRI (rs-fMRI) data were acquired with a 3T scanner by using a blood oxygen level dependent-EPI sequence (TR/TE = 1400 ms/20 ms, 2.5 mm slices, 300 temporal positions). Preprocessing included motion correction, spatial smoothing (2.5 mm full width at half maximum), and high-pass filtering (0.01 Hz cutoff). Functional connectivity within RSNs were analyzed through group-level independent component analysis and weighted whole-brain ROI-to-ROI connectome, pre- and post-MCAO.</p><p><strong>Results: </strong>NEH therapy significantly maintained connectivity post-MCAO in the higher-order visual and parietal RSNs, as evidenced by thresholded statistical mapping (threshold-free cluster enhancement <i>P</i> <sub>corr</sub> > .95). However, this preservation was network-dependent, with no significant (<i>P</i> <sub>corr</sub> < .95) changes in the primary visual and sensorimotor networks.</p><p><strong>Conclusions: </strong>NEH demonstrates potential as a proof-of-concept therapy for maintaining RSN functional connectivity after ischemic stroke, emphasizing the therapeutic promise of perfusion augmentation. These insights reinforce the role of functional connectivity as a measurable end point for stroke intervention efficacy, suggesting clinical translatability for patients with insufficient collateral circulation.</p>","PeriodicalId":93863,"journal":{"name":"AJNR. American journal of neuroradiology","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2024-09-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11392365/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140864719","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Interrater Agreement of BT-RADS for Evaluation of Follow-up MRI in Patients with Treated Primary Brain Tumor. 用于评估原发性脑肿瘤患者随访 MRI 的 BT-RADS 的互译一致性。
AJNR. American journal of neuroradiology Pub Date : 2024-09-09 DOI: 10.3174/ajnr.A8322
Michael Essien, Maxwell E Cooper, Ashwani Gore, Taejin L Min, Benjamin B Risk, Gelareh Sadigh, Ranliang Hu, Michael J Hoch, Brent D Weinberg
{"title":"Interrater Agreement of BT-RADS for Evaluation of Follow-up MRI in Patients with Treated Primary Brain Tumor.","authors":"Michael Essien, Maxwell E Cooper, Ashwani Gore, Taejin L Min, Benjamin B Risk, Gelareh Sadigh, Ranliang Hu, Michael J Hoch, Brent D Weinberg","doi":"10.3174/ajnr.A8322","DOIUrl":"10.3174/ajnr.A8322","url":null,"abstract":"<p><strong>Background and purpose: </strong>The Brain Tumor Reporting and Data System (BT-RADS) is a structured radiology reporting algorithm that was introduced to provide uniformity in posttreatment primary brain tumor follow-up and reporting, but its interrater reliability (IRR) assessment has not been widely studied. Our goal is to evaluate the IRR among neuroradiologists and radiology residents in the use of BT-RADS.</p><p><strong>Materials and methods: </strong>This retrospective study reviewed 103 consecutive MR studies in 98 adult patients previously diagnosed with and treated for primary brain tumor (January 2019 to February 2019). Six readers with varied experience (4 neuroradiologists and 2 radiology residents) independently evaluated each case and assigned a BT-RADS score. Readers were blinded to the original score reports and the reports from other readers. Cases in which at least 1 neuroradiologist scored differently were subjected to consensus scoring. After the study, a post hoc reference score was also assigned by 2 readers by using future imaging and clinical information previously unavailable to readers. The interrater reliabilities were assessed by using the Gwet AC2 index with ordinal weights and percent agreement.</p><p><strong>Results: </strong>Of the 98 patients evaluated (median age, 53 years; interquartile range, 41-66 years), 53% were men. The most common tumor type was astrocytoma (77%) of which 56% were grade 4 glioblastoma. Gwet index for interrater reliability among all 6 readers was 0.83 (95% CI: 0.78-0.87). The Gwet index for the neuroradiologists' group (0.84 [95% CI: 0.79-0.89]) was not statistically different from that for the residents' group (0.79 [95% CI: 0.72-0.86]) (χ<sup>2</sup> = 0.85; <i>P</i> = .36). All 4 neuroradiologists agreed on the same BT-RADS score in 57 of the 103 studies, 3 neuroradiologists agreed in 21 of the 103 studies, and 2 neuroradiologists agreed in 21 of the 103 studies. Percent agreement between neuroradiologist blinded scores and post hoc reference scores ranged from 41%-52%.</p><p><strong>Conclusions: </strong>A very good interrater agreement was found when tumor reports were interpreted by independent blinded readers by using BT-RADS criteria. Further study is needed to determine if this high overall agreement can translate into greater consistency in clinical care.</p>","PeriodicalId":93863,"journal":{"name":"AJNR. American journal of neuroradiology","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2024-09-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11392352/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140871716","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Integrating Clinical Data and Radiomics and Deep Learning Features for End-to-End Delayed Cerebral Ischemia Prediction on Noncontrast CT. 整合临床数据、放射组学和深度学习特征,用于非对比 CT 的端到端延迟性脑缺血预测。
AJNR. American journal of neuroradiology Pub Date : 2024-09-09 DOI: 10.3174/ajnr.A8301
Qi-Qi Ban, Hao-Tian Zhang, Wei Wang, Yi-Fan Du, Yi Zhao, Ai-Jun Peng, Hang Qu
{"title":"Integrating Clinical Data and Radiomics and Deep Learning Features for End-to-End Delayed Cerebral Ischemia Prediction on Noncontrast CT.","authors":"Qi-Qi Ban, Hao-Tian Zhang, Wei Wang, Yi-Fan Du, Yi Zhao, Ai-Jun Peng, Hang Qu","doi":"10.3174/ajnr.A8301","DOIUrl":"10.3174/ajnr.A8301","url":null,"abstract":"&lt;p&gt;&lt;strong&gt;Background and purpose: &lt;/strong&gt;Delayed cerebral ischemia is hard to diagnose early due to gradual, symptomless development. This study aimed to develop an automated model for predicting delayed cerebral ischemia following aneurysmal SAH on NCCT.&lt;/p&gt;&lt;p&gt;&lt;strong&gt;Materials and methods: &lt;/strong&gt;This retrospective study included 400 patients with aneurysmal SAH (156 with delayed cerebral ischemia) who underwent NCCT. The study used ATT-Deeplabv3+ for automatically segmenting hemorrhagic regions using semisupervised learning. Principal component analysis was used for reducing the dimensionality of deep learning features extracted from the average pooling layer of ATT-DeepLabv3+. The classification model integrated clinical data, radiomics, and deep learning features to predict delayed cerebral ischemia. Feature selection involved Pearson correlation coefficients, least absolute shrinkage, and selection operator regression. We developed models based on clinical features, clinical-radiomics, and a combination of clinical, radiomics, and deep learning. The study selected logistic regression, Naive Bayes, Adaptive Boosting (AdaBoost), and multilayer perceptron as classifiers. The performance of segmentation and classification models was evaluated on their testing sets using the Dice similarity coefficient for segmentation, and the area under the receiver operating characteristic curve (AUC) and calibration curves for classification.&lt;/p&gt;&lt;p&gt;&lt;strong&gt;Results: &lt;/strong&gt;The segmentation process achieved a Dice similarity coefficient of 0.91 and the average time of 0.037 s/image. Seventeen features were selected to calculate the radiomics score. The clinical-radiomics-deep learning model with multilayer perceptron achieved the highest AUC of 0.84 (95% CI, 0.72-0.97), which outperformed the clinical-radiomics model (&lt;i&gt;P &lt;/i&gt;= .002) and the clinical features model (&lt;i&gt;P &lt;/i&gt;= .001) with multilayer perceptron. The performance of clinical-radiomics-deep learning model using AdaBoost was significantly superior to its clinical-radiomics model (&lt;i&gt;P &lt;/i&gt;= .027). The performance of the clinical-radiomics-deep learning model and the clinical-radiomics model with logistic regression notably exceeded that of the model based solely on clinical features (&lt;i&gt;P &lt;/i&gt;= .028; &lt;i&gt;P &lt;/i&gt;= .046). The AUC of the clinical-radiomics-deep learning model with multilayer perceptron (&lt;i&gt;P &lt;/i&gt;&lt; .001) and the clinical-radiomics model with logistic regression (&lt;i&gt;P &lt;/i&gt;= .046) were significantly higher than the clinical model with logistic regression. Of all models, the clinical-radiomics-deep learning model with multilayer perceptron showed best calibration.&lt;/p&gt;&lt;p&gt;&lt;strong&gt;Conclusions: &lt;/strong&gt;The proposed 2-stage end-to-end model not only achieves rapid and accurate segmentation but also demonstrates superior diagnostic performance with high AUC values and good calibration in the clinical-radiomics-deep learning model, suggesting its potential to enhance delayed cerebral ische","PeriodicalId":93863,"journal":{"name":"AJNR. American journal of neuroradiology","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2024-09-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11392366/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141725260","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Dual-Energy CTA Iodine Map Reconstructions Improve Visualization of Residual Cerebral Aneurysms following Endovascular Coiling. 双能量 CTA 碘图重建改善了血管内夹闭术后残余脑动脉瘤的可视化。
AJNR. American journal of neuroradiology Pub Date : 2024-09-09 DOI: 10.3174/ajnr.A8305
Dylan N Wolman, Gabriella Kuraitis, Eric Sussman, Benjamin Pulli, Anke Wouters, Jia Wang, Adam Wang, Maarten G Lansberg, Jeremy J Heit
{"title":"Dual-Energy CTA Iodine Map Reconstructions Improve Visualization of Residual Cerebral Aneurysms following Endovascular Coiling.","authors":"Dylan N Wolman, Gabriella Kuraitis, Eric Sussman, Benjamin Pulli, Anke Wouters, Jia Wang, Adam Wang, Maarten G Lansberg, Jeremy J Heit","doi":"10.3174/ajnr.A8305","DOIUrl":"10.3174/ajnr.A8305","url":null,"abstract":"<p><strong>Background and purpose: </strong>Material-specific reconstructions of dual-energy CTA (DECTA) can highlight iodinated contrast, subtract predefined materials, and reduce metal artifact. We present a technique to improve detection of residual aneurysms after endovascular coiling by which iodine-map DECTA (IM-DECTA) reconstructions subtract platinum coil artifacts in MIP images (MIP IM-DECTA) and assess if IM-DECTA offers improved detection over conventional CTA (CCTA) or monoenergetic DECTA.</p><p><strong>Materials and methods: </strong>We included consecutive patients who underwent endovascular aneurysm coiling with follow-up DECTA and DSA within 24 months. DECTA was performed at 80- and 150-kVp tube voltages on a rapid kV-switching single-source Revolution scanner. CCTA and IM-DECTA series were reconstructed. Reference-standard DSA was compared with CCTA, 50- and 70-keV virtual monochromatic DECTA, IM-DECTA, and MIP IM-DECTA. Blinded to DSA data, cross-section images were reviewed in consensus by 3 neurointerventionalists for residual aneurysms and assigned modified Raymond-Roy classifications (mRRC). Sensitivity, specificity, and accuracy of each series is reported relative to DSA, and single-factor ANOVA and pair-wise Spearman correlation coefficients compared the accuracy of each series. Readers provided ROI measurements of HU deviation adjacent to the aneurysm neck for quantitative noise assessment and qualitatively scored each series on a 3-point Likert-style scale ranging from uninterpretable to excellent image quality.</p><p><strong>Results: </strong>Twenty-one patients with 25 coiled aneurysms were included. Mean time from DECTA to DSA was 286 ± 212 days. IM-DECTA and MIP IM-DECTA most sensitively (89% and 90%) and specifically (93% and 93%) detected residual aneurysms relative to CCTA (6% and 86%). Relative to DSA, IM-DECTA and MIP IM-DECTA most accurately detected (92% versus 28% for CCTA) and classified residual aneurysms by mRRC (ρ<sub>C-CTA</sub> = -0.08; ρ<sub>IM</sub> = 0.50; ρ<sub>IM-MIP</sub> = 0.55; <i>P </i>< .001). Reader consensus reported the best image quality at the aneurysm neck with IM-DECTA and MIP IM-DECTA, with 56% of CCTAs considered uninterpretable versus 0% of IM-DECTAs, and image noise was significantly lower for IM-DECTA (27.9 ± 3.6 HU) or MIP IM-DECTA (26.8 ± 3.5 HU) than CCTA (103.2 ± 13.3 HU; <i>P </i>< .001).</p><p><strong>Conclusions: </strong>MIP IM-DECTA can subtract coil mass artifact and is more sensitive and specific than CCTA for the detection of residual aneurysms after endovascular coiling.</p>","PeriodicalId":93863,"journal":{"name":"AJNR. American journal of neuroradiology","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2024-09-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11392370/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141876939","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
MR Cranial Bone Imaging: Evaluation of Both Motion-Corrected and Automated Deep Learning Pseudo-CT Estimated MR Images. MR 颅骨成像:运动校正和自动深度学习伪 CT 估计 MR 图像的评估。
AJNR. American journal of neuroradiology Pub Date : 2024-09-09 DOI: 10.3174/ajnr.A8335
Andrew D Linkugel, Tongyao Wang, Parna Eshraghi Boroojeni, Cihat Eldeniz, Yasheng Chen, Gary B Skolnick, Paul K Commean, Corinne M Merrill, Jennifer M Strahle, Manu S Goyal, Hongyu An, Kamlesh B Patel
{"title":"MR Cranial Bone Imaging: Evaluation of Both Motion-Corrected and Automated Deep Learning Pseudo-CT Estimated MR Images.","authors":"Andrew D Linkugel, Tongyao Wang, Parna Eshraghi Boroojeni, Cihat Eldeniz, Yasheng Chen, Gary B Skolnick, Paul K Commean, Corinne M Merrill, Jennifer M Strahle, Manu S Goyal, Hongyu An, Kamlesh B Patel","doi":"10.3174/ajnr.A8335","DOIUrl":"10.3174/ajnr.A8335","url":null,"abstract":"<p><strong>Background and purpose: </strong>CT imaging exposes patients to ionizing radiation. MR imaging is radiation free but previously has not been able to produce diagnostic-quality images of bone on a timeline suitable for clinical use. We developed automated motion correction and use deep learning to generate pseudo-CT images from MR images. We aim to evaluate whether motion-corrected pseudo-CT produces cranial images that have potential to be acceptable for clinical use.</p><p><strong>Materials and methods: </strong>Patients younger than age 18 who underwent CT imaging of the head for either trauma or evaluation of cranial suture patency were recruited. Subjects underwent a 5-minute golden-angle stack-of-stars radial volumetric interpolated breath-hold MR image. Motion correction was applied to the MR imaging followed by a deep learning-based method to generate pseudo-CT images. CT and pseudo-CT images were evaluated and, based on indication for imaging, either presence of skull fracture or cranial suture patency was first recorded while viewing the MR imaging-based pseudo-CT and then recorded while viewing the clinical CT.</p><p><strong>Results: </strong>A total of 12 patients underwent CT and MR imaging to evaluate suture patency, and 60 patients underwent CT and MR imaging for evaluation of head trauma. For cranial suture patency, pseudo-CT had 100% specificity and 100% sensitivity for the identification of suture closure. For identification of skull fractures, pseudo-CT had 100% specificity and 90% sensitivity.</p><p><strong>Conclusions: </strong>Our early results show that automated motion-corrected and deep learning-generated pseudo-CT images of the pediatric skull have potential for clinical use and offer a high level of diagnostic accuracy when compared with standard CT scans.</p>","PeriodicalId":93863,"journal":{"name":"AJNR. American journal of neuroradiology","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2024-09-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11392357/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141592347","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
De Novo Formation of Idiopathic Spinal Cord Herniation. 新形成的特发性脊髓疝。
AJNR. American journal of neuroradiology Pub Date : 2024-09-09 DOI: 10.3174/ajnr.A8338
Wouter I Schievink, Marcel M Maya, Miriam Nuño
{"title":"De Novo Formation of Idiopathic Spinal Cord Herniation.","authors":"Wouter I Schievink, Marcel M Maya, Miriam Nuño","doi":"10.3174/ajnr.A8338","DOIUrl":"10.3174/ajnr.A8338","url":null,"abstract":"<p><p>We investigated whether idiopathic spinal cord herniation is a congenital or acquired condition and undertook a study to determine the risk of developing iSCH in patients with persistent ventral spinal CSF leaks. De novo formation of iSCH was established among all 6 patients with iSCH who had undergone prior spinal imaging for symptoms unrelated to iSCH. Among 51 patients with persistent ventral spinal CSF leaks, iSCH developed in 2 patients (probability increased from 0% at 5 years to 9.4% at 10 years). This study shows that iSCH is an acquired condition, and early treatment of ventral CSF leaks offers a unique opportunity to prevent neurologic disability.</p>","PeriodicalId":93863,"journal":{"name":"AJNR. American journal of neuroradiology","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2024-09-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11392356/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141763140","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Sex-Specific Differences in Patients with IDH1-Wild-Type Grade 4 Glioma in the ReSPOND Consortium. ReSPOND联盟中IDH1-野生型胶质母细胞瘤患者的性别差异。
AJNR. American journal of neuroradiology Pub Date : 2024-09-09 DOI: 10.3174/ajnr.A8319
Sree Gongala, Jose A Garcia, Nisha Korakavi, Nirav Patil, Hamed Akbari, Andrew Sloan, Jill S Barnholtz-Sloan, Jessie Sun, Brent Griffith, Laila M Poisson, Thomas C Booth, Rajan Jain, Suyash Mohan, MacLean P Nasralla, Spyridon Bakas, Charit Tippareddy, Josep Puig, Joshua D Palmer, Wenyin Shi, Rivka R Colen, Aristeidis Sotiras, Sung Soo Ahn, Yae Won Park, Christos Davatzikos, Chaitra Badve
{"title":"Sex-Specific Differences in Patients with <i>IDH1</i>-Wild-Type Grade 4 Glioma in the ReSPOND Consortium.","authors":"Sree Gongala, Jose A Garcia, Nisha Korakavi, Nirav Patil, Hamed Akbari, Andrew Sloan, Jill S Barnholtz-Sloan, Jessie Sun, Brent Griffith, Laila M Poisson, Thomas C Booth, Rajan Jain, Suyash Mohan, MacLean P Nasralla, Spyridon Bakas, Charit Tippareddy, Josep Puig, Joshua D Palmer, Wenyin Shi, Rivka R Colen, Aristeidis Sotiras, Sung Soo Ahn, Yae Won Park, Christos Davatzikos, Chaitra Badve","doi":"10.3174/ajnr.A8319","DOIUrl":"10.3174/ajnr.A8319","url":null,"abstract":"<p><strong>Background and purpose: </strong>Understanding sex-based differences in patients with glioblastoma is necessary for accurate personalized treatment planning to improve patient outcomes. Our purpose was to investigate sex-specific differences in molecular, clinical, and radiologic tumor parameters, as well as survival outcomes in patients with glioblastoma, isocitrate dehydrogenase-1 wild-type (<i>IDH1</i>-WT), grade 4.</p><p><strong>Materials and methods: </strong>Retrospective data of 1832 patients with glioblastoma, <i>IDH1</i>-WT with comprehensive information on tumor parameters was acquired from the Radiomics Signatures for Precision Oncology in Glioblastoma consortium. Data imputation was performed for missing values. Sex-based differences in tumor parameters, such as age, molecular parameters, preoperative Karnofsky performance score (KPS), tumor volumes, epicenter, and laterality were assessed through nonparametric tests. Spatial atlases were generated by using preoperative MRI maps to visualize tumor characteristics. Survival time analysis was performed through log-rank tests and Cox proportional hazard analyses.</p><p><strong>Results: </strong>Glioblastoma was diagnosed at a median age of 64 years in women compared with 61.9 years in men (false discovery rate [FDR] = 0.003). Men had a higher KPS (above 80) as compared with women (60.4% women versus 69.7% men, FDR = 0.044). Women had lower tumor volumes in enhancing (16.7 cm<sup>3</sup> versus 20.6 cm<sup>3</sup> in men, FDR = 0.001), necrotic core (6.18 cm<sup>3</sup> versus 7.76 cm<sup>3</sup> in men, FDR = 0.001), and edema regions (46.9 cm<sup>3</sup> versus 59.2 cm<sup>3</sup> in men, FDR = 0.0001). The right temporal region was the most common tumor epicenter in the overall population. Right as well as left temporal lobes were more frequently involved in men. There were no sex-specific differences in survival outcomes and mortality ratios. Higher age, unmethylated O6-methylguanine-DNA-methyltransferase promoter and undergoing subtotal resection increased the mortality risk in both men and women.</p><p><strong>Conclusions: </strong>Our study demonstrates significant sex-based differences in clinical and radiologic tumor parameters of patients with glioblastoma. Sex is not an independent prognostic factor for survival outcomes and the tumor parameters influencing patient outcomes are identical for men and women.</p>","PeriodicalId":93863,"journal":{"name":"AJNR. American journal of neuroradiology","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2024-09-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11392364/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140873392","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Imaging Findings and MRI Patterns in a Cohort of 18q Chromosomal Abnormalities. 一组 18q 染色体异常患者的成像结果和磁共振成像模式。
AJNR. American journal of neuroradiology Pub Date : 2024-09-05 DOI: 10.3174/ajnr.A8361
Prateek Malik, Helen Branson, Grace Yoon, Manohar Shroff, Susan Blaser, Pradeep Krishnan
{"title":"Imaging Findings and MRI Patterns in a Cohort of 18q Chromosomal Abnormalities.","authors":"Prateek Malik, Helen Branson, Grace Yoon, Manohar Shroff, Susan Blaser, Pradeep Krishnan","doi":"10.3174/ajnr.A8361","DOIUrl":"10.3174/ajnr.A8361","url":null,"abstract":"<p><strong>Background and purpose: </strong>The abnormalities of the long arm of chromosome 18 (18q) constitute a complex spectrum. We aimed to systematically analyze their MR imaging features. We hypothesized that there would be variable but recognizable white matter and structural patterns in this cohort.</p><p><strong>Materials and methods: </strong>In this retrospective cohort study, we included pediatric patients with a proved abnormality of 18q between 2000-2022. An age- and sex-matched control cohort was also constructed.</p><p><strong>Results: </strong>Thirty-six cases, median MR imaging age 19.6 months (4.3-59.3), satisfied our inclusion criteria. Most were female (25, 69%, F:M ratio 2.2:1). Fifty MR imaging studies were analyzed, and 35 (70%) had delayed myelination. Two independent readers scored brain myelination with excellent interrater reliability. Three recognizable evolving MR imaging patterns with distinct age distributions and improving myelination scores were identified: Pelizaeus-Merzbacher disease-like (9.9 months, 37), intermediate (22 months, 48), and washed-out pattern (113.6 months, 53). Etiologically, MRIs were analyzed across 3 subgroups: 18q deletion (34, 69%), trisomy 18 (10, 21%), and ring chromosome 18 (5, 10%). Ring chromosome 18 had the highest myelination lag (27, <i>P</i> = .005) and multifocal white matter changes (<i>P</i> = .001). Trisomy 18 had smaller pons and cerebellar dimensions (anteposterior diameter pons, <i>P</i> = .002; corpus callosum vermis, <i>P</i> < .001; and transverse cerebellar diameter, <i>P</i> = .04).</p><p><strong>Conclusions: </strong>In this cohort of 18q chromosomal abnormalities, MR imaging revealed recognizable patterns correlating with improving brain myelination. Imaging findings appear to be on a continuum with more severe white matter abnormalities in ring chromosome 18 and greater prevalence of structural abnormalities of the pons and cerebellum in trisomy 18.</p>","PeriodicalId":93863,"journal":{"name":"AJNR. American journal of neuroradiology","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2024-09-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141181511","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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