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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 Q2 Medicine Pub Date : 2025-06-01 Epub 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

Background: 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.

Methods: We conducted a retrospective analysis of all patients undergoing aneurysm treatment and receiving peri-interventional tirofiban administration at our institution between 2009 and 2019.

Results: 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).

Conclusion: 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.

背景:蒂罗非班可用于治疗动脉瘤血栓栓塞并发症,也可用于动脉瘤治疗范围内所需的急性支架植入或血流分流器植入。我们旨在研究替罗非班在这类患者中的疗效和安全性:我们对 2009 年至 2019 年期间在我院接受动脉瘤治疗并接受围介入期替罗非班给药的所有患者进行了回顾性分析:共纳入 105 名患者,其中女性占 61%,男性占 39%(平均年龄 = 53 岁,IQR:44-60 岁)。67名患者接受了动脉瘤急诊治疗,38名患者接受了择期治疗。在接受急诊治疗的患者中,22%(15/67)发生了出血事件,7.46%(5/67)出现了症状。接受选择性动脉瘤治疗的患者没有发生出血事件(P = 0.002)。在35名需要脑室外引流管(EVD)的患者中,22.86%(8/35)的患者出现了与EVD相关的出血,但无一出现症状(p = 0.007)。在5名需要开颅手术的患者中,2人出现了严重出血,1人出现了非严重的开颅手术相关出血(p = 0.20):结论:在动脉瘤治疗的围介入并发症或紧急支架植入术中使用替罗非班可能是安全的。结论:在动脉瘤治疗的围介入并发症或急诊支架治疗中使用替罗非班可能是安全的,但在需要进行开颅手术时必须谨慎。在选择性动脉瘤治疗中,针对围手术期并发症使用替罗非班似乎是安全的。
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引用次数: 0
Predictors and Implications of Myocardial Injury in Intracerebral Hemorrhage. 脑出血心肌损伤的预测因素及意义。
IF 2.8 3区 医学 Q2 Medicine Pub Date : 2025-06-01 Epub Date: 2025-01-30 DOI: 10.1007/s00062-025-01498-4
Felix Hess, Julian McGinnis, Enayatullah Baki, Tun Wiltgen, Arne Müller, Christian Maegerlein, Jan Kirschke, Claus Zimmer, Bernhard Hemmer, Silke Wunderlich, Mark Mühlau

Purpose: Myocardial injury, indicated by an elevation of high-sensitive cardiac Troponin (hs-cTnT), is a frequent stroke-related complication. Most studies investigated patients with ischemic stroke, but only little is known about its occurrence in patients with intracerebral hemorrhage (ICH). This study aimed to assess the frequency, predictors, and implications of myocardial injury in ICH patients.

Methods: Our retrospective analysis included 322 ICH patients. We defined myocardial injury as an elevation of hs-cTnT above the 99th percentile (i.e. 14 ng/L). Acute myocardial injury was defined as either a changing pattern of > 50% within 24 h or an excessive elevation of initial hs-cTnT (> 52 ng/L). 3D brain scans were assessed for ICH visually and quantitatively by a deep learning algorithm. Multiple regression models and Voxel-based Lesion-Symptom Mapping (VLSM) were applied.

Results: 63.0% (203/322) of patients presented with myocardial injury, which was associated with more severe strokes and worse outcomes during the in-hospital phase (P < 0.01). Acute myocardial injury occurred in 24.5% (79/322) of patients. The only imaging finding associated with acute myocardial injury was midline shift (69.8% vs. 44.6% for normal or stable hs-cTnT, P < 0.01), which also independently predicted it (odds ratio 3.29, confidence interval 1.38-7.87, P < 0.01). In contrast, VLSM did not identify any specific brain region significantly associated with acute myocardial injury. Acute myocardial injury did not correlate with preexisting cardiac diseases; however, the frequency of adverse cardiac events was higher in the acute myocardial injury group (11.4% vs. 4.1% in patients with normal and/or stable patterns of hs-cTnT, P < 0.05).

Conclusion: Myocardial injury occurs frequently in ICH and is linked to poor outcomes. Acute myocardial injury primarily correlates to space-occupying effects of ICH but is less dependent on premorbid cardiac status. Nonetheless, it is associated with a higher rate of adverse cardiac events.

目的:高敏感心肌肌钙蛋白(hs-cTnT)升高表明心肌损伤是卒中相关的常见并发症。大多数研究针对的是缺血性脑卒中患者,但对脑出血患者缺血性脑卒中的发生率知之甚少。本研究旨在评估脑出血患者心肌损伤的频率、预测因素和影响。方法:对322例脑出血患者进行回顾性分析。我们将心肌损伤定义为hs-cTnT高于第99百分位数(即14 ng/L)。急性心肌损伤定义为24 h内> 50%变化模式或初始hs-cTnT过度升高(> 52 ng/L)。通过深度学习算法对3D脑部扫描进行视觉和定量评估。应用多元回归模型和基于体素的病变症状映射(VLSM)。结果:63.0%(203/322)的患者出现心肌损伤,住院期心肌损伤与更严重的卒中和更差的预后相关(P 结论:心肌损伤在脑出血患者中经常发生,并与较差的预后相关。急性心肌损伤主要与脑出血的占位作用相关,但对发病前心脏状态的依赖性较小。然而,它与较高的心脏不良事件发生率有关。
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引用次数: 0
Freiburg Neuropathology Case Conference: Gait Ataxia, Segmental Hypoesthesia, and Combined Incontinence in a 57-Years-Old Patient. 弗莱堡神经病理学病例会议:步态共济失调,节段性感觉减退和57岁患者的联合失禁。
IF 2.8 3区 医学 Q2 Medicine Pub Date : 2025-06-01 Epub Date: 2025-05-13 DOI: 10.1007/s00062-025-01528-1
L Miarka, U Taschner, R Rölz, M Prinz, H Urbach, D Erny, C A Taschner
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引用次数: 0
Societies' Communications. 社会的通信。
IF 2.8 3区 医学 Q2 Medicine Pub Date : 2025-06-01 DOI: 10.1007/s00062-025-01522-7
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引用次数: 0
Modulating Cognitive Function with Antihypertensive Medications: a Comprehensive Systematic Review On FMRI Studies. 用抗高血压药物调节认知功能:FMRI研究的综合系统综述。
IF 2.8 3区 医学 Q2 Medicine Pub Date : 2025-06-01 Epub Date: 2025-01-20 DOI: 10.1007/s00062-024-01494-0
Sama Rahnemayan, Elham Mehdizadehfar, Arezoo Fathalizadeh

Background: Hypertension (HTN) is a prevalent cardiovascular condition associated with cognitive impairments, including memory deficits and attention lapses. Understanding the neural mechanisms underlying HTN-related cognitive dysfunction is crucial for optimizing treatment strategies.

Method: A systematic review was conducted to explore the impact of antihypertensive medications on cognition, focusing on memory, attention, and emotion processing using functional magnetic resonance imaging (fMRI). Searches were performed in PubMed and Scopus up to March 10, 2024, with no language restrictions.

Results: A total of 108 articles were identified, of which 12 systematic reviews and meta-analyses met the inclusion criteria. Included studies investigated various antihypertensive drugs, including losartan, propranolol, spironolactone, and telmisartan, and their effects on cognitive processes. Losartan improved negative memory encoding and facilitated fear extinction via hippocampal and prefrontal modulation. Propranolol disrupted fear reconsolidation and reduced emotional memory retrieval, affecting the amygdala and hippocampus. Spironolactone prevented stress-induced memory shifts in the amygdala. Findings indicated distinct impacts of these medications on memory encoding, fear extinction, and stress-induced memory modulation, as evidenced by alterations in neural activity patterns observed on fMRI.

Conclusion: Antihypertensive medications, such as losartan and propranolol, demonstrate potential in modulating memory, fear-related memory reconsolidation, and stress-induced memory modulation, highlighting their therapeutic implications for conditions like posttraumatic stress disorder (PTSD) and anxiety disorders. This review underscores the importance of fMRI studies in elucidating the neural correlates of HTN-related cognitive impairments and optimizing treatment approaches.

背景:高血压(HTN)是一种常见的心血管疾病,与认知障碍相关,包括记忆缺陷和注意力缺失。了解htn相关认知功能障碍的神经机制对于优化治疗策略至关重要。方法:采用功能磁共振成像(fMRI)技术,探讨降压药对认知、记忆、注意力和情绪加工的影响。在PubMed和Scopus中进行搜索,截止到2024年3月10日,没有语言限制。结果:共纳入108篇文献,其中12篇系统评价和meta分析符合纳入标准。纳入的研究调查了各种抗高血压药物,包括氯沙坦、心得安、螺内酯和替米沙坦,以及它们对认知过程的影响。氯沙坦通过海马和前额叶调节改善负性记忆编码,促进恐惧消退。心得安破坏恐惧再巩固,减少情绪记忆提取,影响杏仁核和海马体。螺内酯可以防止杏仁核中压力引起的记忆转移。研究结果表明,这些药物对记忆编码、恐惧消除和压力诱导的记忆调节有明显的影响,这可以通过fMRI观察到的神经活动模式的改变来证明。结论:抗高血压药物,如氯沙坦和心得安,在调节记忆、恐惧相关记忆再巩固和应激性记忆调节方面具有潜力,突出了它们对创伤后应激障碍(PTSD)和焦虑症等疾病的治疗意义。这篇综述强调了fMRI研究在阐明htn相关认知障碍的神经相关性和优化治疗方法方面的重要性。
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引用次数: 0
Volumetry of Selected Brain Regions-Can We Compare MRI Examinations of Different Manufacturers and Field Strengths? 选定脑区的体积测量-我们可以比较不同制造商和场强的MRI检查吗?
IF 2.8 3区 医学 Q2 Medicine Pub Date : 2025-06-01 Epub Date: 2025-01-20 DOI: 10.1007/s00062-024-01489-x
Svea Seehafer, Lars-Patrick Schmill, Sönke Peters, Olav Jansen, Schekeb Aludin

Purpose: Magnetic Resonance Imaging based brain segmentation and volumetry has become an important tool in clinical routine and research. However the impact of the used hardware is only barely investigated. This study aims to assess the influence of scanner manufacturer, field strength and head-coil on volumetry results.

Methods: 10 healthy subjects (27.4 ± 1.71 years) were prospectively examined in a Philips Achieva 1.5T, Philips Ingenia CX 3T, Siemens MAGNETOM Aera 1.5T and Siemens MAGNETOM Vida 3T, the latter equipped with three different head coils, within one day. Brain volumetry of the whole brain, total white and grey matter, the cortical grey matter of the supratentorial lobes as well as regions important for the differentiation of neurodegenerative diseases of the dementia and movement disorder spectrum and the ventricular system was performed using the CE-certified software mdbrain by mediaire (Berlin, Germany). Both raw volumetry results and percentile allocation provided by the software were analysed.

Results: This study reveals significantly different volumetry results for all examined brain regions beside the ventricular system between the different MRI devices but comparable results between the different head coils. When examining the percentile allocation provided by used software, the Intraclass-Correlation-Coefficient (ICC) values were even lower than the raw volume ICC values ranging from poor to excellent correlation.

Conclusion: The present study reveals highly relevant results that need to be considered both in clinical routine when analysing follow-up examinations from different scanner types and clinical research, especially when planning longitudinal and/or multicentre studies.

目的:基于磁共振成像的脑分割和脑容量测量已成为临床常规和研究的重要工具。然而,使用硬件的影响几乎没有被调查。本研究旨在评估扫描仪制造商、场强和头线圈对体积测量结果的影响。方法:10名年龄27.4 ±1.71岁的健康受试者,在装有三种不同头部线圈的飞利浦Achieva 1.5T、飞利浦Ingenia CX 3T、西门子MAGNETOM Aera 1.5T和西门子MAGNETOM Vida 3T中进行前瞻性检查,检查时间为1天。使用mediaire (Berlin, Germany)的ce认证软件mdbrain对全脑、总白质和灰质、幕上叶皮层灰质以及对痴呆和运动障碍谱系的神经退行性疾病和心室系统的重要区域进行脑容量测定。 对软件提供的原始体积测定结果和百分位分配进行了分析。结果:本研究揭示了在不同的MRI设备之间,除了心室系统之外的所有被检查的大脑区域的体积测量结果有显著差异,但在不同的头部线圈之间的结果是可比较的。当检查使用的软件提供的百分位分配时,类内相关系数(ICC)值甚至低于原始体积ICC值,相关性从差到好不等。结论:本研究揭示了高度相关的结果,在分析不同扫描类型的随访检查和临床研究时需要考虑临床常规,特别是在计划纵向和/或多中心研究时。
{"title":"Volumetry of Selected Brain Regions-Can We Compare MRI Examinations of Different Manufacturers and Field Strengths?","authors":"Svea Seehafer, Lars-Patrick Schmill, Sönke Peters, Olav Jansen, Schekeb Aludin","doi":"10.1007/s00062-024-01489-x","DOIUrl":"10.1007/s00062-024-01489-x","url":null,"abstract":"<p><strong>Purpose: </strong>Magnetic Resonance Imaging based brain segmentation and volumetry has become an important tool in clinical routine and research. However the impact of the used hardware is only barely investigated. This study aims to assess the influence of scanner manufacturer, field strength and head-coil on volumetry results.</p><p><strong>Methods: </strong>10 healthy subjects (27.4 ± 1.71 years) were prospectively examined in a Philips Achieva 1.5T, Philips Ingenia CX 3T, Siemens MAGNETOM Aera 1.5T and Siemens MAGNETOM Vida 3T, the latter equipped with three different head coils, within one day. Brain volumetry of the whole brain, total white and grey matter, the cortical grey matter of the supratentorial lobes as well as regions important for the differentiation of neurodegenerative diseases of the dementia and movement disorder spectrum and the ventricular system was performed using the CE-certified software mdbrain by mediaire (Berlin, Germany). Both raw volumetry results and percentile allocation provided by the software were analysed.</p><p><strong>Results: </strong>This study reveals significantly different volumetry results for all examined brain regions beside the ventricular system between the different MRI devices but comparable results between the different head coils. When examining the percentile allocation provided by used software, the Intraclass-Correlation-Coefficient (ICC) values were even lower than the raw volume ICC values ranging from poor to excellent correlation.</p><p><strong>Conclusion: </strong>The present study reveals highly relevant results that need to be considered both in clinical routine when analysing follow-up examinations from different scanner types and clinical research, especially when planning longitudinal and/or multicentre studies.</p>","PeriodicalId":10391,"journal":{"name":"Clinical Neuroradiology","volume":" ","pages":"363-378"},"PeriodicalIF":2.8,"publicationDate":"2025-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12174252/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143001227","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
Discriminators of Paraclinoid Aneurysm Rupture Based On Morphological Computer-Assisted Semiautomated Measurement (CASAM) and Hemodynamic Analysis. 基于形态计算机辅助半自动测量(CASAM)和血流动力学分析的类旁动脉瘤破裂鉴别。
IF 2.8 3区 医学 Q2 Medicine Pub Date : 2025-06-01 Epub Date: 2024-12-04 DOI: 10.1007/s00062-024-01475-3
Xiaodong Zhai, Sishi Xiang, Jiewen Geng, Peng Hu, Chuan He, Guilin Li, Jingwei Li, Liming Zhang, Wei Yang, Hongqi Zhang

Background: Paraclinoid aneurysms, arising from the proximal dural ring and extending to the origin of the posterior communicating artery of the internal carotid artery (ICA), represent a significant proportion of all intracranial aneurysms (IAs). Accurate prediction of the rupture risk of paraclinoid aneurysms is crucial for optimal management. The objective of this study was to identify risk factors for the rupture of paraclinoid aneurysms on the basis of computer-assisted semiautomated measurement (CASAM) and hemodynamics.

Methods: The clinical, demographic and radiological data of the 304 paraclinoid aneurysms (285 unruptured and 19 ruptured) included were extracted from the Chinese Intracranial Aneurysm Project (CIAP) database. Morphological parameters were quantified via CASAM, and hemodynamic simulations were performed via computational fluid dynamics (CFD). Univariate and multivariate logistic regression analyses were conducted to identify independent risk factors for aneurysm rupture.

Results: The mean age of the patients was 56.91 ± 11.0 years, with a female predominance (71.7%). Univariate analysis revealed that the undulation index (UI) and nonsphericity index (NSI) were significantly greater in ruptured paraclinoid aneurysms than in unruptured aneurysms. The proportion of ruptured paraclinoid aneurysms located laterally on the ICA was significantly lower than that of those located anteriorly (p = 0.002). Multivariate logistic regression analysis revealed that a greater UI (OR = 1.086, 95% CI 1.012-1.165; p = 0.022) and larger low shear area (LSA) (OR = 1.034, 95% CI 1.004-1.064; p = 0.028) were independent risk factors for rupture.

Conclusions: Our findings indicate that a greater UI and a larger LSA are independent risk factors for the rupture of paraclinoid aneurysms. Compared with aneurysms in other orientations, paraclinoid aneurysms located anteriorly to the ICA are more prone to rupture. These findings may be useful in developing more consummate predictive models to enhance the management and surveillance of paraclinoid aneurysms in the future, leading to improved clinical decision-making and better patient outcomes.

背景:类旁动脉瘤起源于硬膜环近端并延伸至颈内动脉(ICA)后交通动脉的起点,在所有颅内动脉瘤(IAs)中占很大比例。准确预测线旁动脉瘤的破裂风险对优化治疗至关重要。本研究的目的是在计算机辅助半自动测量(CASAM)和血流动力学的基础上确定线旁动脉瘤破裂的危险因素。方法:从中国颅内动脉瘤项目(CIAP)数据库中提取304例类旁动脉瘤(未破裂285例,破裂19例)的临床、人口学和影像学资料。形态学参数通过CASAM进行量化,并通过计算流体动力学(CFD)进行血流动力学模拟。进行单因素和多因素logistic回归分析以确定动脉瘤破裂的独立危险因素。结果:患者平均年龄56.91 ±11.0岁,女性居多(71.7%)。单因素分析显示,破裂的类线旁动脉瘤的波动指数(UI)和非球形指数(NSI)明显高于未破裂的类线旁动脉瘤。腹旁动脉瘤位于ICA外侧的破裂比例明显低于位于ICA前方的破裂比例(p = 0.002)。多因素logistic回归分析显示,UI较高(OR = 1.086,95% CI 1.012-1.165;p = 0.022)和更大的低剪切面积(LSA) (OR = 1.034,95% CI 1.004-1.064;P = 0.028)是破裂的独立危险因素。结论:我们的研究结果表明,较大的UI和较大的LSA是类旁动脉瘤破裂的独立危险因素。与其他方位的动脉瘤相比,位于ICA前方的线旁动脉瘤更容易破裂。这些发现可能有助于开发更完善的预测模型,以加强对线旁动脉瘤的管理和监测,从而改善临床决策和患者预后。
{"title":"Discriminators of Paraclinoid Aneurysm Rupture Based On Morphological Computer-Assisted Semiautomated Measurement (CASAM) and Hemodynamic Analysis.","authors":"Xiaodong Zhai, Sishi Xiang, Jiewen Geng, Peng Hu, Chuan He, Guilin Li, Jingwei Li, Liming Zhang, Wei Yang, Hongqi Zhang","doi":"10.1007/s00062-024-01475-3","DOIUrl":"10.1007/s00062-024-01475-3","url":null,"abstract":"<p><strong>Background: </strong>Paraclinoid aneurysms, arising from the proximal dural ring and extending to the origin of the posterior communicating artery of the internal carotid artery (ICA), represent a significant proportion of all intracranial aneurysms (IAs). Accurate prediction of the rupture risk of paraclinoid aneurysms is crucial for optimal management. The objective of this study was to identify risk factors for the rupture of paraclinoid aneurysms on the basis of computer-assisted semiautomated measurement (CASAM) and hemodynamics.</p><p><strong>Methods: </strong>The clinical, demographic and radiological data of the 304 paraclinoid aneurysms (285 unruptured and 19 ruptured) included were extracted from the Chinese Intracranial Aneurysm Project (CIAP) database. Morphological parameters were quantified via CASAM, and hemodynamic simulations were performed via computational fluid dynamics (CFD). Univariate and multivariate logistic regression analyses were conducted to identify independent risk factors for aneurysm rupture.</p><p><strong>Results: </strong>The mean age of the patients was 56.91 ± 11.0 years, with a female predominance (71.7%). Univariate analysis revealed that the undulation index (UI) and nonsphericity index (NSI) were significantly greater in ruptured paraclinoid aneurysms than in unruptured aneurysms. The proportion of ruptured paraclinoid aneurysms located laterally on the ICA was significantly lower than that of those located anteriorly (p = 0.002). Multivariate logistic regression analysis revealed that a greater UI (OR = 1.086, 95% CI 1.012-1.165; p = 0.022) and larger low shear area (LSA) (OR = 1.034, 95% CI 1.004-1.064; p = 0.028) were independent risk factors for rupture.</p><p><strong>Conclusions: </strong>Our findings indicate that a greater UI and a larger LSA are independent risk factors for the rupture of paraclinoid aneurysms. Compared with aneurysms in other orientations, paraclinoid aneurysms located anteriorly to the ICA are more prone to rupture. These findings may be useful in developing more consummate predictive models to enhance the management and surveillance of paraclinoid aneurysms in the future, leading to improved clinical decision-making and better patient outcomes.</p>","PeriodicalId":10391,"journal":{"name":"Clinical Neuroradiology","volume":" ","pages":"269-278"},"PeriodicalIF":2.8,"publicationDate":"2025-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142766764","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 Automated Identification of Ventriculoperitoneal-Shunt Valve Models from Skull X-rays. 基于深度学习的颅x射线脑室-腹膜-分流阀模型自动识别。
IF 2.8 3区 医学 Q2 Medicine Pub Date : 2025-06-01 Epub Date: 2025-01-14 DOI: 10.1007/s00062-024-01490-4
Marius Vach, Daniel Weiss, Vivien Lorena Ivan, Christian Boschenriedter, Luisa Wolf, Thomas Beez, Björn B Hofmann, Christian Rubbert, Julian Caspers

Introduction: Ventriculoperitoneal shunts (VPS) are an essential part of the treatment of hydrocephalus, with numerous valve models available with different ways of indicating pressure levels. The model types often need to be identified on X‑rays to assess pressure levels using a matching template. Artificial intelligence (AI), in particular deep learning, is ideally suited to automate repetitive tasks such as identifying different VPS valve models. The aim of this work was to investigate whether AI, in particular deep learning, allows the identification of VPS models in cranial X‑rays.

Methods: 959 cranial X‑rays of patients with a VPS were included and reviewed for image quality and complete visualization of VPS valves. The images included four VPS model types: Codman Hakim (n = 774, 81%), Codman Certas Plus (n = 117, 12%), Sophysa Sophy Mini SM8 (n = 35, 4%) and proGAV 2.0 (n = 33, 3%). A Convolutional Neural Network (CNN) was trained using stratified five-fold cross-validation to classify the four VPS model types in the dataset. A finetuned CNN pretrained on the ImageNet dataset as well as a model trained from scratch were compared. The averaged performance and uncertainty metrics were evaluated across the cross-validation splits.

Results: The fine-tuned model identified VPS valve models with a mean accuracy of 0.98 ± 0.01, macro-averaged F1 score of 0.93 ± 0.04, a recall of 0.94 ± 0.03 and a precision of 0.95 ± 0.08 across the five cross-validation splits.

Conclusion: Automatic classification of VPS valve models in skull X‑rays, using fully automatable preprocessing steps and a CNN, is feasible. This is an encouraging finding to further explore the possibility of automating VPS valve model identification and pressure level reading in skull X‑rays.

脑室-腹膜分流术(VPS)是脑积水治疗的重要组成部分,有许多瓣膜模型可用于不同的指示压力水平的方法。通常需要在X射线上识别模型类型,以便使用匹配模板评估压力水平。人工智能(AI),特别是深度学习,非常适合自动化重复任务,例如识别不同的VPS阀门模型。这项工作的目的是研究人工智能,特别是深度学习,是否允许在颅骨X射线中识别VPS模型。方法:收集959例VPS患者的颅骨X线片,对图像质量和VPS瓣膜的完整可视化进行回顾。图像包括四种VPS模型:Codman Hakim (n = 774,81%)、Codman Certas Plus (n = 117,12%)、Sophysa Sophy Mini SM8 (n = 35,4%)和proGAV 2.0 (n = 33,3%)。使用分层五重交叉验证训练卷积神经网络(CNN)对数据集中的四种VPS模型类型进行分类。比较了在ImageNet数据集上预训练的经过微调的CNN和从零开始训练的模型。在交叉验证分割中评估平均性能和不确定度度量。结果:在5个交叉验证区间内,优化模型识别VPS瓣膜模型的平均准确率为0.98 ±0.01,宏观平均F1评分为0.93 ±0.04,召回率为0.94 ±0.03,精密度为0.95 ±0.08。结论:采用全自动预处理步骤和CNN对颅骨X射线中VPS瓣膜模型进行自动分类是可行的。这是一个令人鼓舞的发现,进一步探索自动化VPS阀模型识别和颅骨X射线压力水平读数的可能性。
{"title":"Deep-Learning-based Automated Identification of Ventriculoperitoneal-Shunt Valve Models from Skull X-rays.","authors":"Marius Vach, Daniel Weiss, Vivien Lorena Ivan, Christian Boschenriedter, Luisa Wolf, Thomas Beez, Björn B Hofmann, Christian Rubbert, Julian Caspers","doi":"10.1007/s00062-024-01490-4","DOIUrl":"10.1007/s00062-024-01490-4","url":null,"abstract":"<p><strong>Introduction: </strong>Ventriculoperitoneal shunts (VPS) are an essential part of the treatment of hydrocephalus, with numerous valve models available with different ways of indicating pressure levels. The model types often need to be identified on X‑rays to assess pressure levels using a matching template. Artificial intelligence (AI), in particular deep learning, is ideally suited to automate repetitive tasks such as identifying different VPS valve models. The aim of this work was to investigate whether AI, in particular deep learning, allows the identification of VPS models in cranial X‑rays.</p><p><strong>Methods: </strong>959 cranial X‑rays of patients with a VPS were included and reviewed for image quality and complete visualization of VPS valves. The images included four VPS model types: Codman Hakim (n = 774, 81%), Codman Certas Plus (n = 117, 12%), Sophysa Sophy Mini SM8 (n = 35, 4%) and proGAV 2.0 (n = 33, 3%). A Convolutional Neural Network (CNN) was trained using stratified five-fold cross-validation to classify the four VPS model types in the dataset. A finetuned CNN pretrained on the ImageNet dataset as well as a model trained from scratch were compared. The averaged performance and uncertainty metrics were evaluated across the cross-validation splits.</p><p><strong>Results: </strong>The fine-tuned model identified VPS valve models with a mean accuracy of 0.98 ± 0.01, macro-averaged F1 score of 0.93 ± 0.04, a recall of 0.94 ± 0.03 and a precision of 0.95 ± 0.08 across the five cross-validation splits.</p><p><strong>Conclusion: </strong>Automatic classification of VPS valve models in skull X‑rays, using fully automatable preprocessing steps and a CNN, is feasible. This is an encouraging finding to further explore the possibility of automating VPS valve model identification and pressure level reading in skull X‑rays.</p>","PeriodicalId":10391,"journal":{"name":"Clinical Neuroradiology","volume":" ","pages":"347-354"},"PeriodicalIF":2.8,"publicationDate":"2025-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12174198/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142982631","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
Decreased Cortical Sulcus Depth in Parkinson's Disease with Excessive Daytime Sleepiness. 帕金森病伴白天嗜睡的皮质沟深度降低。
IF 2.8 3区 医学 Q2 Medicine Pub Date : 2025-06-01 Epub Date: 2024-12-05 DOI: 10.1007/s00062-024-01482-4
Lina Wang, Chi Zhang, Bijia Wang, Li Zhang, Guangjun Xi, Jingyu Deng, Feng Wang

Introduction: Excessive daytime sleepiness (EDS), a prevalent non-motor symptom in Parkinson's disease (PD), significantly impacts the quality of life for PD patients and elevates the risks of injury. Our study is to investigate the altered cortical surface morphology characteristics in PD patients with EDS (PD-EDS).

Methods: Clinical data and magnetic resonance imaging were obtained from the Parkinson's Progression Marker Initiative database, comprising 36 PD-EDS and 98 PD patients without EDS (PD-nEDS). The computational anatomy toolbox was utilized to derive sulcus depth (SD) and deep grey matter (GM) nuclei volumes.

Results: PD-EDS patients exhibited significantly decreased SD values in the right caudal middle frontal gyrus, pars opercularis, and superior temporal cortex relative to PD-nEDS patients. However, no significant differences in deep GM nuclei volumes were identified. Receiver operating characteristic (ROC) curve analyses further revealed that these cortical SD values could potentially serve as a screening index for distinguishing PD-EDS from PD-nEDS. Additionally, although PD-EDS patients had a longer disease duration and poorer performance in motor function and depression compared to PD-nEDS patients, these factors were included as covariates in the neuroimaging analyses.

Conclusion: Our study findings demonstrated that decreased cortical SD values might induce sleep-wake state instability and contribute to the pathophysiological mechanisms of EDS in early-stage PD.

过度日间嗜睡(EDS)是帕金森病(PD)中一种常见的非运动症状,严重影响PD患者的生活质量并增加损伤的风险。本研究旨在探讨PD合并EDS (PD-EDS)患者皮层表面形态学的改变。方法:从帕金森进展标志物倡议数据库中获取36例PD-EDS和98例无EDS (PD- neds)的PD患者的临床资料和磁共振成像。利用计算解剖学工具箱计算沟深(SD)和深灰质(GM)核体积。结果:与PD-nEDS患者相比,PD-EDS患者右侧额叶中回尾端、小叶部和颞上皮层SD值明显降低。然而,未发现深层GM核体积的显著差异。受试者工作特征(ROC)曲线分析进一步显示,这些皮质SD值可能作为区分PD-EDS和PD-nEDS的筛选指标。此外,尽管与PD-nEDS患者相比,PD-EDS患者病程更长,运动功能和抑郁表现较差,但这些因素被纳入神经影像学分析的协变量。结论:我们的研究结果表明,皮层SD值降低可能导致睡眠-觉醒状态不稳定,并参与了早期PD患者EDS的病理生理机制。
{"title":"Decreased Cortical Sulcus Depth in Parkinson's Disease with Excessive Daytime Sleepiness.","authors":"Lina Wang, Chi Zhang, Bijia Wang, Li Zhang, Guangjun Xi, Jingyu Deng, Feng Wang","doi":"10.1007/s00062-024-01482-4","DOIUrl":"10.1007/s00062-024-01482-4","url":null,"abstract":"<p><strong>Introduction: </strong>Excessive daytime sleepiness (EDS), a prevalent non-motor symptom in Parkinson's disease (PD), significantly impacts the quality of life for PD patients and elevates the risks of injury. Our study is to investigate the altered cortical surface morphology characteristics in PD patients with EDS (PD-EDS).</p><p><strong>Methods: </strong>Clinical data and magnetic resonance imaging were obtained from the Parkinson's Progression Marker Initiative database, comprising 36 PD-EDS and 98 PD patients without EDS (PD-nEDS). The computational anatomy toolbox was utilized to derive sulcus depth (SD) and deep grey matter (GM) nuclei volumes.</p><p><strong>Results: </strong>PD-EDS patients exhibited significantly decreased SD values in the right caudal middle frontal gyrus, pars opercularis, and superior temporal cortex relative to PD-nEDS patients. However, no significant differences in deep GM nuclei volumes were identified. Receiver operating characteristic (ROC) curve analyses further revealed that these cortical SD values could potentially serve as a screening index for distinguishing PD-EDS from PD-nEDS. Additionally, although PD-EDS patients had a longer disease duration and poorer performance in motor function and depression compared to PD-nEDS patients, these factors were included as covariates in the neuroimaging analyses.</p><p><strong>Conclusion: </strong>Our study findings demonstrated that decreased cortical SD values might induce sleep-wake state instability and contribute to the pathophysiological mechanisms of EDS in early-stage PD.</p>","PeriodicalId":10391,"journal":{"name":"Clinical Neuroradiology","volume":" ","pages":"279-286"},"PeriodicalIF":2.8,"publicationDate":"2025-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142784357","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 Q2 Medicine Pub Date : 2025-06-01 Epub 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":"10.1007/s00062-024-01479-z","url":null,"abstract":"","PeriodicalId":10391,"journal":{"name":"Clinical Neuroradiology","volume":" ","pages":"409-412"},"PeriodicalIF":2.8,"publicationDate":"2025-06-01","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
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Clinical Neuroradiology
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