Clinical Neuroradiology最新文献

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Freiburg Neuropathology Case Conference : Posterior fossa tumour 15 years after microsurgical resection of a cerebellar pilocytic astrocytoma. 弗莱堡神经病理学病例会议:小脑柔毛细胞星形细胞瘤显微手术切除15年后的后窝肿瘤。
IF 2.8 3区 医学
Clinical Neuroradiology Pub Date : 2024-12-01 Epub Date: 2024-10-23 DOI: 10.1007/s00062-024-01468-2
M Schwabenland, L Becker, C J Gizaw, M Prinz, H Urbach, D Erny, C A Taschner
{"title":"Freiburg Neuropathology Case Conference : Posterior fossa tumour 15 years after microsurgical resection of a cerebellar pilocytic astrocytoma.","authors":"M Schwabenland, L Becker, C J Gizaw, M Prinz, H Urbach, D Erny, C A Taschner","doi":"10.1007/s00062-024-01468-2","DOIUrl":"10.1007/s00062-024-01468-2","url":null,"abstract":"","PeriodicalId":10391,"journal":{"name":"Clinical Neuroradiology","volume":" ","pages":"983-989"},"PeriodicalIF":2.8,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11564267/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142496318","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Role and Safety of Tirofiban in Peri-Interventional Antiplatelet Management for Aneurysm Treatment. 替罗非班在动脉瘤围介入期抗血小板治疗中的作用和安全性
IF 2.8 3区 医学
Clinical Neuroradiology Pub Date : 2024-11-28 DOI: 10.1007/s00062-024-01480-6
Rana Garayzade, Ansgar Berlis, Tim Tobias Arndt, Christina Wolfert, Björn Sommer, Gernot Müller, Christoph J Maurer
{"title":"Role and Safety of Tirofiban in Peri-Interventional Antiplatelet Management for Aneurysm Treatment.","authors":"Rana Garayzade, Ansgar Berlis, Tim Tobias Arndt, Christina Wolfert, Björn Sommer, Gernot Müller, Christoph J Maurer","doi":"10.1007/s00062-024-01480-6","DOIUrl":"https://doi.org/10.1007/s00062-024-01480-6","url":null,"abstract":"<p><strong>Background: </strong>Tirofiban is administered for the treatment of aneurysms in cases of thromboembolic complications, as well as in cases of acute stenting or flow-diverter implantation required within the scope of aneurysm treatment. We aimed to investigate the efficacy and safety of tirofiban in this group of patients.</p><p><strong>Methods: </strong>We conducted a retrospective analysis of all patients undergoing aneurysm treatment and receiving peri-interventional tirofiban administration at our institution between 2009 and 2019.</p><p><strong>Results: </strong>A total of 105 patients were included, with 61% women and 39% men (mean age = 53 years, IQR: 44-60 years). Sixty-seven patients underwent emergency aneurysm treatment, and thirty-eight were treated electively. Hemorrhagic events occurred in 22% (15/67) of the patients treated acutely, with 7.46% (5/67) exhibiting symptoms. Patients undergoing elective aneurysm treatment experienced no hemorrhagic events (p = 0.002). Among the 35 patients who required an external ventricular drain (EVD), 22.86% (8/35) developed EVD-related hemorrhages; however, none were symptomatic (p = 0.007). Of the five patients who required a craniotomy, two experienced significant bleeding, and one experienced non-significant craniotomy-related bleeding (p = 0.20).</p><p><strong>Conclusion: </strong>Tirofiban may be safe for use during peri-interventional complications or emergency stenting in aneurysm treatment. However, caution is necessary when craniotomy is required. In elective aneurysm treatments, administering Tirofiban in response to periprocedural complications appears to be safe.</p>","PeriodicalId":10391,"journal":{"name":"Clinical Neuroradiology","volume":" ","pages":""},"PeriodicalIF":2.8,"publicationDate":"2024-11-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142738590","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
Acute Occlusion of One Side of Bilateral Infraoptic Anterior Cerebral Arteries. 一侧双下大脑前动脉急性闭塞。
IF 2.8 3区 医学
Clinical Neuroradiology Pub Date : 2024-11-28 DOI: 10.1007/s00062-024-01479-z
Kengo Kishida, Hideki Oka, Hitoshi Kawano, Hidesato Takezawa
{"title":"Acute Occlusion of One Side of Bilateral Infraoptic Anterior Cerebral Arteries.","authors":"Kengo Kishida, Hideki Oka, Hitoshi Kawano, Hidesato Takezawa","doi":"10.1007/s00062-024-01479-z","DOIUrl":"https://doi.org/10.1007/s00062-024-01479-z","url":null,"abstract":"","PeriodicalId":10391,"journal":{"name":"Clinical Neuroradiology","volume":" ","pages":""},"PeriodicalIF":2.8,"publicationDate":"2024-11-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142738589","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
Optic Nerve Sheath Dilation Is a Possible Marker of CSF Dyshomeostasis in Idiopathic Intracranial Hypertension. 视神经鞘扩张是特发性颅内高压 CSF 失调的一个可能标志。
IF 2.8 3区 医学
Clinical Neuroradiology Pub Date : 2024-11-25 DOI: 10.1007/s00062-024-01476-2
Derrek Schartz, Alan J Finkelstein, Emily Schartz, Saanya Lingineni, Matthew Sipple, Zoe Williams, Matthew T Bender, Henry Wang
{"title":"Optic Nerve Sheath Dilation Is a Possible Marker of CSF Dyshomeostasis in Idiopathic Intracranial Hypertension.","authors":"Derrek Schartz, Alan J Finkelstein, Emily Schartz, Saanya Lingineni, Matthew Sipple, Zoe Williams, Matthew T Bender, Henry Wang","doi":"10.1007/s00062-024-01476-2","DOIUrl":"https://doi.org/10.1007/s00062-024-01476-2","url":null,"abstract":"<p><strong>Purpose: </strong>Idiopathic intracranial hypertension (IIH) is a complex neurological disease characterized by symptoms of raised intracranial pressure of unclear etiology. Although optic nerve sheath dilation is a common MR neuroimaging feature of IIH, how and why it occurs remains poorly understood. The purpose of the presented analysis was to investigate if optic nerve sheath dilation might be associated with neuroimaging correlates of cerebrospinal and interstitial fluid homeostasis.</p><p><strong>Methods: </strong>IIH patients were retrospectively identified from 2016-2023 from our tertiary healthcare system. Brain MRIs were computationally segmented using FreeSurfer. Additionally, diffusion tensor imaging along the perivascular space (DTI-ALPS) was employed to assess cerebral glymphatic flow. The mean perioptic subarachnoid space (PSAS) to optic nerve sheath diameter (ONSD) ratio from both eyes was correlated with neuroimaging markers of CSF and interstitial fluid homeostasis (choroid plexus, ventricle, and gray and white matter volume) and glymphatic flow. All volumes of interest were normalized to total intracranial volume. Multiple linear regression was used to evaluate for associations between continuous variables accounting for covariates of patient age, sex, and body mass index.</p><p><strong>Results: </strong>In total, 55 IIH patients (89% female; mean age: 30.3 years [SD: 7.6]) were included. Increasing PSAS/ONSD was found to be significantly associated with increasing normalized total choroid plexus volume (p = 0.001, R = 0.48) and total ventricle volume (P = 0.014, R = 0.39). Additionally, increasing PSAS/ONSD was associated with declining/worsening cerebral glymphatic clearance based on DTI-APLS (p = 0.043, R = 0.34). Additionally, there was a significant association between increasing PSAS/ONSD and increasing normalized total gray matter volume (p = 0.025, R = 0.36) and declining normalized total white matter volume (p = 0.012, R = 0.40).</p><p><strong>Conclusion: </strong>These findings suggest that MR optic nerve sheath dilation in IIH might be associated with CSF dyshomeostasis with possible choroid plexus hyperplasia and impaired cerebral glymphatic flow based on DTI-ALPS. These findings encourage future research into the ocular glymphatic system in IIH patients.</p>","PeriodicalId":10391,"journal":{"name":"Clinical Neuroradiology","volume":" ","pages":""},"PeriodicalIF":2.8,"publicationDate":"2024-11-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142709770","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
Deep Learning Based Detection of Large Vessel Occlusions in Acute Ischemic Stroke Using High-Resolution Photon Counting Computed Tomography and Conventional Multidetector Computed Tomography. 使用高分辨率光子计数计算机断层扫描和传统多载体计算机断层扫描,基于深度学习检测急性缺血性脑卒中的大血管闭塞。
IF 2.8 3区 医学
Clinical Neuroradiology Pub Date : 2024-11-25 DOI: 10.1007/s00062-024-01471-7
Jan Boriesosdick, Iram Shahzadi, Long Xie, Bogdan Georgescu, Eli Gibson, Lynn Johann Frohwein, Saher Saeed, Nina P Haag, Sebastian Horstmeier, Christoph Moenninghoff, Julius Henning Niehoff, Alexey Surov, Jan Borggrefe, Jan Robert Kroeger
{"title":"Deep Learning Based Detection of Large Vessel Occlusions in Acute Ischemic Stroke Using High-Resolution Photon Counting Computed Tomography and Conventional Multidetector Computed Tomography.","authors":"Jan Boriesosdick, Iram Shahzadi, Long Xie, Bogdan Georgescu, Eli Gibson, Lynn Johann Frohwein, Saher Saeed, Nina P Haag, Sebastian Horstmeier, Christoph Moenninghoff, Julius Henning Niehoff, Alexey Surov, Jan Borggrefe, Jan Robert Kroeger","doi":"10.1007/s00062-024-01471-7","DOIUrl":"https://doi.org/10.1007/s00062-024-01471-7","url":null,"abstract":"<p><strong>Purpose: </strong>Deep learning (DL) methods for detecting large vessel occlusion (LVO) in acute ischemic stroke (AIS) show promise, but the effect of computed tomography angiography (CTA) image quality on DL performance is unclear. Our study investigates the impact of improved image quality from Photon Counting Computed Tomography (PCCT) on LVO detection in AIS using a DL-based software prototype developed by a commercial vendor, which incorporates a novel deep learning architecture.</p><p><strong>Materials and methods: </strong>443 cases that underwent stroke diagnostics with CTA were included. Positive cases featured vascular occlusions in the Internal Carotid Artery (ICA), M1, and M2 segments of the Middle Cerebral Artery (MCA). Negative cases showed no vessel occlusion on CTA. The performance of the DL-based LVO detection software prototype was assessed using Syngo.via version VB80.</p><p><strong>Results: </strong>Our study included 267 non-occlusion cases and 176 cases. Among them, 150 cases were scanned via PCCT (no occlusion = 100, ICA and M1 = 41, M2 = 9), while 293 cases were scanned using conventional CT (no occlusion = 167, ICA and M1 = 89, M2 = 37). Independent of scanner type, the algorithm showed sensitivity and specificity of 70.5 and 98.9% for the detection of all occlusions. DL algorithm showed improved performance after excluding M2 occlusions (sensitivity 86.2%). After stratification by scanner type, the algorithm showed significantly a trend towards better performance (p = 0.013) on PCCT CTA images for the detection of all occlusions (sensitivity 84.0%, specificity 99%) compared to CTA images from conventional CT scanner (sensitivity 65.1%, specificity 98.8%). The detection of M2 occlusions was also better on PCCT CTA images (sensitivity 55.6%) compared to conventional scanner CTA images (sensitivity 18.9%), but the sample size for M2 occlusions was limited, and further research is needed to confirm these findings.</p><p><strong>Conclusion: </strong>Our study suggests that PCCT CTA images may offer improved detection of large vessel occlusion, particularly for M2 occlusions. However further research is needed to confirm these findings. One of the limitations of our study is the inability to exclude the presence of a perfusion deficit, despite ruling out vascular occlusion, due to the lack of CT perfusion (CTP) imaging data. Future research may investigate CNNs by leveraging both CTA and CTP images from PCCT for improved performance.</p>","PeriodicalId":10391,"journal":{"name":"Clinical Neuroradiology","volume":" ","pages":""},"PeriodicalIF":2.8,"publicationDate":"2024-11-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142709769","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
The ASCEND Technique-A Modified Direct Aspiration First Pass Technique for a Faster and Cost-effective Mechanical Thrombectomy. ASCEND 技术--改良的直接抽吸第一道技术,实现更快、更经济的机械血栓切除术。
IF 2.8 3区 医学
Clinical Neuroradiology Pub Date : 2024-11-19 DOI: 10.1007/s00062-024-01469-1
Martin Lewis, Juveria Siddiqui, Sara Sciacca, Vishwajeet Singh, Jeremy Lynch, Thomas Booth, Naga Kandasamy, Parthiban Balasundaram
{"title":"The ASCEND Technique-A Modified Direct Aspiration First Pass Technique for a Faster and Cost-effective Mechanical Thrombectomy.","authors":"Martin Lewis, Juveria Siddiqui, Sara Sciacca, Vishwajeet Singh, Jeremy Lynch, Thomas Booth, Naga Kandasamy, Parthiban Balasundaram","doi":"10.1007/s00062-024-01469-1","DOIUrl":"10.1007/s00062-024-01469-1","url":null,"abstract":"<p><strong>Purpose: </strong>Direct aspiration first pass technique (ADAPT) has been the standard for aspiration thrombectomy (AT) in anterior circulation large vessel occlusion (AC-LVO) with modifications of the technique based on devices used and difficulties encountered. We introduce the ASCEND technique (Aspiration with Steam-shaped Catheter, Excluding additioNal Devices), and hypothesize that it improves catheter navigation, leading to time and cost savings in MT.</p><p><strong>Methods: </strong>This is a single institute, retrospective, pre-post intervention study, including consecutive patients with AC-LVO who underwent AT as first-pass technique. Patients were divided into two groups based on the first-pass technique attempted (ASCEND vs conventional ADAPT). Baseline characteristics, primary outcomes (first pass time, total procedure time, total additional devices and device cost) and secondary outcomes (recanalization, complications) were compared between groups. Multiple linear regression models were built for primary outcomes to look for the effect of steam-shaping when covariates are present to reflect real-world setting. Multi-national survey performed to introduce the technique and feedback obtained.</p><p><strong>Results: </strong>ASCEND (n = 39) and cADAPT (n = 40) groups were similar in baseline clinical characteristics. Anterior genu and ophthalmic segment were crossed in 94.9%, clot reached in 84.6%, and entire MT procedure completed in 59.0% of patients of the ASCEND group without use of additional materials. Groups were similar in performance and safety indicators. ASCEND technique was superior to conventional ADAPT with less first-pass time (8.9 vs 14.7 min), total procedure time (20.2 vs 35.4 min), additional devices used (0 vs 3) and cost involved (2083 vs 5830 £) per procedure (all P < 0.05). Multiple linear regression models maintained improved primary outcomes with steam-shaping (all P < 0.05). Neurointerventionalists who tried ASCEND (n = 11) affirmed that it was safe and likely to save time and cost involved.</p><p><strong>Conclusion: </strong>ASCEND technique, involving a simple step of steam-shaping the aspiration catheter during MT can provide huge benefits in time and cost savings, without compromise of performance or safety.</p>","PeriodicalId":10391,"journal":{"name":"Clinical Neuroradiology","volume":" ","pages":""},"PeriodicalIF":2.8,"publicationDate":"2024-11-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142667456","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
Measurement of Healthy Adult Brain Temperature Using 1H Magnetic Resonance Spectroscopy Thermometry. 利用 1H 磁共振波谱温度计测量健康成年人的脑温
IF 2.8 3区 医学
Clinical Neuroradiology Pub Date : 2024-10-30 DOI: 10.1007/s00062-024-01467-3
Yahong Tan, Wenjia Liu, Yanhua Li, Nan Zhang, Mingxiao Wang, Shuo Sun, Lin Ma
{"title":"Measurement of Healthy Adult Brain Temperature Using <sup>1</sup>H Magnetic Resonance Spectroscopy Thermometry.","authors":"Yahong Tan, Wenjia Liu, Yanhua Li, Nan Zhang, Mingxiao Wang, Shuo Sun, Lin Ma","doi":"10.1007/s00062-024-01467-3","DOIUrl":"https://doi.org/10.1007/s00062-024-01467-3","url":null,"abstract":"<p><strong>Purpose: </strong>The purpose of this study is to measure the brain temperature (T<sub>br</sub>) by using <sup>1</sup>H magnetic resonance spectroscopy (<sup>1</sup>H MRS) thermometry and investigate its age and gender differences in healthy adults. The brain temperature was further compared with the body temperature (T<sub>bo</sub>) to investigate the possible existence of brain-body temperature gradient (∆T).</p><p><strong>Methods: </strong>A total of 80 subjects were included in this study. <sup>1</sup>H MRS data were collected on a 3.0T MR scanner using Point Resolved Selective Spectroscopy (PRESS) sequence. Voxels were positioned in the right frontal (RF) lobe and left frontal (LF) lobe, respectively. The temperature of each voxel was calculated by chemical shift difference (∆δ) between H<sub>2</sub>O and NAA which was obtained by LCModel software. The average temperature of bilateral frontal lobe voxels was defined as T<sub>br</sub> for each subject. The average forehead temperature was acquired before MR scanning, defined as T<sub>bo</sub>, in this study. The difference between T<sub>br</sub> and T<sub>bo</sub>, denoted as the brain-body temperature gradient (∆T), was calculated. Age and gender characteristics of T<sub>br</sub>, ∆T and T<sub>bo</sub> were analyzed.</p><p><strong>Results: </strong>T<sub>br</sub> (38.51 ± 0.59℃) was higher than T<sub>bo</sub> (36.47 ± 0.26℃) (P < 0.05). Negative correlations were observed between T<sub>br</sub> and age (r = -0.49, P < 0.05) and between ∆T and age (r = -0.44, P < 0.05), whereas no correlation existed between T<sub>bo</sub> and age (r = -0.03, P = 0.79).</p><p><strong>Conclusion: </strong>Our observation demonstrated that the brain temperature, derived from <sup>1</sup>H MRS thermometry, is significantly higher than the body temperature, indicating the existence of a brain-body temperature gradient, and the brain temperature gradually decreases with age.</p>","PeriodicalId":10391,"journal":{"name":"Clinical Neuroradiology","volume":" ","pages":""},"PeriodicalIF":2.8,"publicationDate":"2024-10-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142544121","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
Inferior Vena Cava Thrombosis in the Setting of Lumbar Spondylodiscitis. 腰椎间盘炎导致的下腔静脉血栓形成
IF 2.8 3区 医学
Clinical Neuroradiology Pub Date : 2024-10-23 DOI: 10.1007/s00062-024-01466-4
Valeria Ortega, Alexander Levitt
{"title":"Inferior Vena Cava Thrombosis in the Setting of Lumbar Spondylodiscitis.","authors":"Valeria Ortega, Alexander Levitt","doi":"10.1007/s00062-024-01466-4","DOIUrl":"https://doi.org/10.1007/s00062-024-01466-4","url":null,"abstract":"","PeriodicalId":10391,"journal":{"name":"Clinical Neuroradiology","volume":" ","pages":""},"PeriodicalIF":2.8,"publicationDate":"2024-10-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142496319","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
Evaluation of an Image-based Classification Model to Identify Glioma Subtypes Using Arterial Spin Labeling Perfusion MRI On the Publicly Available UCSF Glioma Dataset. 在公开的加州大学旧金山分校胶质瘤数据集上评估使用动脉自旋标记灌注磁共振成像识别胶质瘤亚型的图像分类模型。
IF 2.8 3区 医学
Clinical Neuroradiology Pub Date : 2024-10-17 DOI: 10.1007/s00062-024-01465-5
K Amador, H Kniep, J Fiehler, N D Forkert, T Lindner
{"title":"Evaluation of an Image-based Classification Model to Identify Glioma Subtypes Using Arterial Spin Labeling Perfusion MRI On the Publicly Available UCSF Glioma Dataset.","authors":"K Amador, H Kniep, J Fiehler, N D Forkert, T Lindner","doi":"10.1007/s00062-024-01465-5","DOIUrl":"https://doi.org/10.1007/s00062-024-01465-5","url":null,"abstract":"<p><strong>Purpose: </strong>Glioma is a complex cancer comprising various subtypes and mutations, which may have different metabolic characteristics that can potentially be investigated and identified using perfusion imaging. Therefore, the aim of this work was to use radiomics and machine learning analysis of arterial spin labeling MRI data to automatically differentiate glioma subtypes and mutations.</p><p><strong>Methods: </strong>A total of 495 Arterial Spin Labeling (ASL) perfusion imaging datasets from the UCSF Glioma database were used in this study. These datasets were segmented to delineate the tumor volume and classified according to tumor grade, pathological diagnosis, and IDH status. Perfusion image data was obtained from a 3T MRI scanner using pseudo-continuous ASL. High level texture features were extracted for each ASL dataset using PyRadiomics after tumor volume segmentation and then analyzed using a machine learning framework consisting of ReliefF feature ranking and logistic model tree classification algorithms.</p><p><strong>Results: </strong>The results of the evaluation revealed balanced accuracies for the three endpoints ranging from 55.76% (SD = 4.28, 95% CI: 53.90-57.65) for the tumor grade using 25.4 ± 37.21 features, 62.53% (SD = 2.86, 95% CI: 61.27-63.78) for the mutation status with 23.3 ± 29.17 picked features, and 80.97% (SD = 1.83, 95% CI: 80.17-81.78) for the pathological diagnosis which used 47.3 ± 32.72 selected features.</p><p><strong>Conclusions: </strong>Radiomics and machine learning analysis of ASL perfusion data in glioma patients hold potential for aiding in the diagnosis and treatment of glioma, mainly for discerning glioblastoma from astrocytoma, while performance for tumor grading and mutation status appears limited.</p>","PeriodicalId":10391,"journal":{"name":"Clinical Neuroradiology","volume":" ","pages":""},"PeriodicalIF":2.8,"publicationDate":"2024-10-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142459549","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
Factors Influencing the Association of 24-hour National Institutes of Health Stroke Scale & 90-day Modified Rankin Score. 影响 24 小时美国国立卫生研究院卒中量表与 90 天改良 Rankin 评分关联的因素。
IF 2.8 3区 医学
Clinical Neuroradiology Pub Date : 2024-10-15 DOI: 10.1007/s00062-024-01459-3
Alexander Stebner, Salome L Bosshart, Andrew Demchuk, Alexandre Poppe, Raul Nogueira, Ryan McTaggart, Brian Buck, Aravind Ganesh, Michael Hill, Mayank Goyal, Johanna Ospel
{"title":"Factors Influencing the Association of 24-hour National Institutes of Health Stroke Scale & 90-day Modified Rankin Score.","authors":"Alexander Stebner, Salome L Bosshart, Andrew Demchuk, Alexandre Poppe, Raul Nogueira, Ryan McTaggart, Brian Buck, Aravind Ganesh, Michael Hill, Mayank Goyal, Johanna Ospel","doi":"10.1007/s00062-024-01459-3","DOIUrl":"https://doi.org/10.1007/s00062-024-01459-3","url":null,"abstract":"<p><strong>Purpose: </strong>The modified Rankin Scale (mRS) at 90 days is the primary outcome in most acute stroke studies, but the long follow-up period has disadvantages. The National Institutes of Health Stroke Scale (NIHSS) at 24 h shows a strong, but imperfect, association with 90-day mRS. This study examines the association between 24-hour NIHSS and 90-day mRS and reasons for discrepancies.</p><p><strong>Methods: </strong>Data are from the ESCAPE-NA1 thrombectomy patients. To address the non-normality distribution of the NIHSS and include deceased patients, a 7-point ordinal score was generated by grouping 24-hour NIHSS. The association of ordinal 24-hour NIHSS and 90-day mRS was assessed with adjusted ordinal logistic regression. Differences in baseline and treatment/post-treatment variables were compared between patients with discordant and concordant outcomes.</p><p><strong>Results: </strong>One-thousand-seventy-six patients with available 24-hour NIHSS and 90-day mRS were included (median 24-hour NIHSS 6[IQR: 2-14], median 90-day mRS 2[IQR: 1-4]). Ordinal 24-hour NIHSS was associated with 90-day mRS (adjusted cOR 2.53 [95%CI 2.33-2.74]). Forty-eight (4.5%) patients had discordant outcomes. Of those, 19(1.8%) had 24-hour NIHSS < 6 and 90-day mRS5-6; all of which had ≥ 1 severe adverse event, most commonly pneumonia (6[31.6%]) or recurrent stroke (4[21.1%]). Twenty-nine patients (2.7%) had 24-hour NIHSS > 14 and 90-day mRS 0-2. In these patients, baseline NIHSS and ASPECTS was lower, and collateral status was worse.</p><p><strong>Conclusion: </strong>An ordinal NIHSS score that includes death at 24 h shows a strong association with 90-day mRS, suggesting that it could be used as an alternative outcome. Patients with discrepant outcomes differed from the remaining patients regarding their baseline NIHSS, ASPECTS, collateral status, and post-stroke complications.</p>","PeriodicalId":10391,"journal":{"name":"Clinical Neuroradiology","volume":" ","pages":""},"PeriodicalIF":2.8,"publicationDate":"2024-10-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142459550","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}
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