ct angiography

CT 血管造影
  • 文章类型: Journal Article
    背景:由于缺血性脑血管疾病的发病率不断增加,准确评估颈内动脉(ICA)狭窄对制定治疗方案至关重要.本系统评价和荟萃分析旨在评估CT血管造影(CTA)对重度ICAA狭窄的诊断价值。从而为临床决策提供支持并促进诊断更新。
    方法:PubMed,Embase,科克伦图书馆,中国国家知识基础设施(CNKI),万方数据库,中国科技期刊VIP数据库(VIP),从开始到2024年3月21日检索了中国生物医学文献(CBM)电子数据库,以确定使用CTA诊断重度ICA狭窄的公开研究文献.文学筛选,数据提取,根据纳入和排除标准以及诊断准确性研究质量评估(QUADAS)标准进行质量评估.使用Stata17.0和Meta-Disc1.4软件进行数据分析。敏感性,特异性,正似然比,负似然比,使用Stata17.0软件计算纳入研究的诊断比值比,并生成了森林图和综合接受者工作特征(SROC)曲线。计算曲线下面积(AUC),并构建漏斗图评估发表偏倚.
    结果:共纳入16项2368个血管段的研究。Meta分析显示CTA对重度ICA狭窄的联合敏感性和特异性分别为0.93(95%CI:0.88~0.96)和0.99(95%CI:0.96~1.00)。分别。合并的正似然比和负似然比分别为92.0(95%CI:24.2〜349.6)和0.07(95%CI:0.04〜0.13),分别。诊断比值比为1302(95%CI:257~6606),SROC曲线的AUC为0.98。Deeks漏斗图表明在纳入的研究中没有发表偏倚。
    结论:CTA对诊断重度ICA狭窄具有较高的敏感性和特异性。因此,本研究为重度ICA狭窄的准确诊断和治疗提供了重要依据。然而,纳入的研究之间存在相当大的异质性,因此,需要更多高质量的前瞻性研究来证实CTA的临床适用性.
    BACKGROUND: Due to the increasing incidence of ischaemic cerebrovascular diseases, the accurate assessment of internal carotid artery (ICA) stenosis is crucial for the development of treatment plans. This systematic review and meta-analysis aimed to evaluate the diagnostic value of computed tomography angiography (CTA) for severe ICAstenosis, thereby providing support for clinical decision-making and promoting diagnostic updates.
    METHODS: The PubMed, Embase, Cochrane Library, China National Knowledge Infrastructure (CNKI), Wanfang Database, VIP Database for Chinese Technical Periodicals (VIP), and Chinese Biomedical Literature (CBM) electronic databases were searched from inception to March 21, 2024, to identify publicly available research literature on the use of CTA to diagnose severe ICA stenosis. Literature screening, data extraction, and quality assessment were conducted based on the inclusion and exclusion criteria as well as the Quality Assessment of Diagnostic Accuracy Studies (QUADAS) standards. Data analysis was performed using Stata 17.0 and Meta-Disc 1.4 software. The sensitivity, specificity, positive likelihood ratio, negative likelihood ratio, and diagnostic odds ratio of the included studies were calculated using Stata 17.0 software, and forest plots and summary receiver operating characteristic (SROC) curves were generated. The area under the curve (AUC) was calculated, and funnel plots were constructed to assess publication bias.
    RESULTS: A total of 16 studies with 2368 vascular segments were included. The meta-analysis revealed that the combined sensitivity and specificity of CTA for severe ICA stenosis were 0.93 (95% CI: 0.88 ~ 0.96) and 0.99 (95% CI: 0.96 ~ 1.00), respectively. The combined positive likelihood ratio and negative likelihood ratio were 92.0 (95% CI: 24.2 ~ 349.6) and 0.07 (95% CI: 0.04 ~ 0.13), respectively. The diagnostic odds ratio was 1302 (95% CI: 257 ~ 6606), and the AUC of the SROC curve was 0.98. The Deeks funnel plot suggested no publication bias among the included studies.
    CONCLUSIONS: CTA demonstrated high sensitivity and specificity for diagnosing severe ICA stenosis. Therefore, this study provided important evidence for the accurate diagnosis and treatment of severe ICA stenosis. However, there was considerable heterogeneity among the included studies, thus indicating the need for additional high-quality prospective studies to confirm the clinical applicability of CTA.
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  • 文章类型: Case Reports
    背景:肺动静脉畸形(PAVM),也被称为肺动静脉瘘,是一种罕见的血管发育异常。大多数PAVM病例与遗传性出血性毛细血管扩张症(HHT)有关。与PAVM相关的血胸甚至更罕见,有关这一并发症的管理仍然面临挑战。
    方法:我院收治一名突然出现呼吸困难和胸痛的55岁男性患者。他有鼻出血病史,腹膜内生殖细胞肿瘤和PAVM。胸部未增强CT显示左侧胸腔积液伴部分被动肺不张,间隔6天逐渐增加。诊断性胸腔穿刺术进一步显示出血性积液。CT血管造影(CTA)显示左下肺动脉和PAVM的管腔弯曲扩张,并形成动脉瘤。由于他的家人拒绝手术,患者接受了经导管栓塞治疗.然而,左胸腔积液没有明显减少,即使在介入治疗后血红蛋白值也缓慢下降,表明持续活动性出血的可能性。最终,患者接受了左下叶肺叶切除术,结果令人满意。
    结论:PAVM破裂进入胸膜腔引起的大量血胸可导致致命的结果。CTA可以准确诊断这种病理状况。经导管栓塞术常用于治疗PAVM,但在血胸患者中达到理想的效果可能是具有挑战性的。结合我们的案例和文献回顾,当PAVM并发血胸和大直径的引流静脉时,直接根治性手术可以导致成功的结果。
    BACKGROUND: Pulmonary arteriovenous malformation (PAVM), also known as pulmonary arteriovenous fistula, is a rare vascular developmental anomaly. Most cases of PAVM are associated with hereditary hemorrhagic telangiectasia (HHT). Hemothorax associated with PAVM is even rarer, and management concerning this complication still challenges.
    METHODS: A 55-year-old man with sudden onset of dyspnea and chest pain was admitted to our hospital. He had a medical history of epistaxis, intraperitoneal germ cell tumor and PAVM. Chest unenhanced CT revealed the left-sided pleural effusion together with partial passive atelectasis and gradual increase at the interval of six days. Diagnostic thoracocentesis further revealed hemorrhagic effusion. CT angiography (CTA) showed tortuously dilated lumen of the left lower pulmonary artery and PAVM with the formation of aneurysm. Due to his family\'s refusal of surgery, the patient underwent transcatheter embolization therapy. However, the left pleural effusion did not significantly reduce and there was a slow drop in hemoglobin value even after interventional treatment, indicating the possibility of ongoing active bleeding. Eventually, the patient received lobectomy of the left lower lobe with a satisfactory outcome.
    CONCLUSIONS: Massive hemothorax resulting from PAVM rupture into the pleural space can lead to fatal outcomes. CTA can accurately diagnose this pathologic condition. Transcatheter embolization is frequently used in the treatment of PAVM, but it may be challenging to achieve the desirable effect in patients with hemothorax. Combined with our case and literature review, direct radical surgery can lead to a successful outcome when PAVM complicated with hemothorax and a large diameter of the draining vein.
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  • 文章类型: Case Reports
    Middle aortic syndrome (MAS), an uncommon cause of secondary hypertension, is defined by obstructive narrowing of the abdominal aorta and ostia of its major branches like the renal and splanchnic arteries. Most of the cases of MAS are categorized as idiopathic; however, genetic disorders like Williams syndrome, mucopolysaccharidosis, neurofibromatosis type 1 (NF1), and Alagille syndrome, and acquired inflammatory diseases such as Takayasu arteritis and other nonspecific arteritis can also lead to MAS. MAS is commonly seen in children and young adults presenting with severe hypertension, congestive heart failure, renal failure, or severe leg claudication. The diagnosis of MAS on CT, MR, and conventional angiography is fairly straightforward. However, the spectrum of sonographic findings in MAS can be varied. Since ultrasound is frequently utilized as a first-line investigation for secondary causes of hypertension, it is especially crucial to understand the sonographic features of MAS. Here, we report a case of a young female who presented to our hospital with severe hypertension. On the Renal Doppler scan, the only clue of the renovascular etiology of her secondary hypertension was the \"tardus-parvus waveform\'\' in the intrarenal arteries.
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  • 文章类型: Case Reports
    有症状的孤立性腹腔动脉(CA)夹层(SICAD)是一种极为罕见的内脏动脉夹层形式。通过对比腹部计算机断层扫描(CT)扫描显示CA夹层(CAD)来诊断。有4种类型的CAD:I-IV型。I型有进入和再进入,没有真正的管腔狭窄。除类型I以外的所有类型都有输入和重新输入。由于假腔,它们具有真腔压缩和真腔收缩。我们报告了一个随访时间最长的病例,症状发作后120个月,没有CAD恶化的证据。一名56岁的男子突然出现腹部和背部疼痛。他有左气胸病史,23岁开始肺结核,46岁开始服用高血压。在体检时,他在上腹部区域有轻度的肌肉反弹压痛。紧急3维对比增强腹部计算机断层扫描血管造影(CTA)的弯曲多平面重建(MPR)显示孤立的腹腔动脉夹层I型,鉴于紧急手术完全闭塞CA的风险,住院期间使用镇痛药的保守治疗解决了腹痛,3天后患者出院。随后,在120个月内共进行了5次CTA,但未观察到CA动脉夹层和CA闭塞的恶化。在I型SICAD病例中,动脉夹层,CA闭塞可能会进展,在这种情况下,可能需要紧急支架置入或血管内治疗,需要密切随访,如CTA。
    Symptomatic isolated celiac artery (CA) dissection (SICAD) is an extremely rare form of visceral artery dissection. It is diagnosed by a contrast abdominal computed tomography (CT) scan showing a CA dissection (CAD). There are 4 types of CAD: Type I-IV. Type I has entry and re-entry and no true luminal narrowing. All types other than type I have entry and re-entry. They have true lumen compression and true lumen constriction due to false lumen. We report a case with the longest follow-up, 120 months after symptom onset, without evidence of CAD exacerbation. A 56-year-old man presented with a sudden onset of abdominal and back pain. He had a past medical history of left pneumothorax, pulmonary tuberculosis at the age of 23, and hypertension on medication since the age of 46. On physical examination, he had mild muscle rebound tenderness in the epigastric region. The curved multiplanar reconstruction (MPR) of the urgent 3-dimensional contrast-enhanced abdominal computed tomography angiography (CTA) showed an isolated celiac artery dissection type I. Given the risk of emergency surgery for total occlusion of the CA, conservative management with analgesics during hospitalization resolved the abdominal pain, and the patient was discharged 3 days later. Subsequently, a total of 5 CTAs were performed over 120 months, but no worsening of CA arterial dissection and CA occlusion findings were observed. In type I SICAD cases, arterial dissection, and CA occlusion may progress, in which case emergency stenting or endovascular treatment may be indicated, and close follow-up such as CTA is required.
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  • 文章类型: Journal Article
    中风是全球主要的健康问题,并被列为全球第二大死亡原因。残疾发生率第三高。脑出血(ICH)是中风的一种破坏性形式,在全球范围内与中风相关的发病率和死亡率中占很大比例。血肿扩大(HE),这发生在多达三分之一的ICH患者中,是预后不良的有力预测因子,如果早期发现高危患者,则可能是可预防的。在这次审查中,我们提供了该领域以往研究的全面总结,并强调了成像标志物在未来研究中的潜在用途.
    近年来已经开发了成像标记物,以帮助早期发现HE并指导临床决策。已发现这些标志物可有效预测ICH患者的HE,包括计算机断层扫描(CT)和CT血管造影(CTA)的特定表现。如现场标志,漏气标志,点尾标志,岛屿标志,卫星标志,碘标志,混合标志,漩涡标志,黑洞标志,和低密度。成像标记物的使用对于改善ICH患者的治疗和结果具有很大的希望。
    ICH的管理提出了重大挑战,确定HE的高危患者对于改善预后至关重要。用于HE预测的成像标记物的使用可以帮助快速鉴定此类患者,并且可以用作ICH急性期的抗HE疗法的潜在靶标。因此,需要进一步的研究来确定这些标志物在识别高危患者和指导适当治疗决策方面的可靠性和有效性.
    UNASSIGNED: Stroke is a major global health concern and is ranked as the second leading cause of death worldwide, with the third highest incidence of disability. Intracerebral hemorrhage (ICH) is a devastating form of stroke that is responsible for a significant proportion of stroke-related morbidity and mortality worldwide. Hematoma expansion (HE), which occurs in up to one-third of ICH patients, is a strong predictor of poor prognosis and can be potentially preventable if high-risk patients are identified early. In this review, we provide a comprehensive summary of previous research in this area and highlight the potential use of imaging markers for future research studies.
    UNASSIGNED: Imaging markers have been developed in recent years to aid in the early detection of HE and guide clinical decision-making. These markers have been found to be effective in predicting HE in ICH patients and include specific manifestations on Computed Tomography (CT) and CT Angiography (CTA), such as the spot sign, leakage sign, spot-tail sign, island sign, satellite sign, iodine sign, blend sign, swirl sign, black hole sign, and hypodensities. The use of imaging markers holds great promise for improving the management and outcomes of ICH patients.
    UNASSIGNED: The management of ICH presents a significant challenge, and identifying high-risk patients for HE is crucial to improving outcomes. The use of imaging markers for HE prediction can aid in the rapid identification of such patients and may serve as potential targets for anti-HE therapies in the acute phase of ICH. Therefore, further research is needed to establish the reliability and validity of these markers in identifying high-risk patients and guiding appropriate treatment decisions.
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  • 文章类型: Journal Article
    尽管已经确定了抽吸血栓切除术治疗近端大血管闭塞引起的急性缺血性卒中的益处,用于评估远端闭塞的抽吸血栓切除术的数据较少.这项研究的目的是评估,通过前瞻性收集的数据,2型大脑中动脉(MCA)闭塞患者行血栓抽吸术的安全性和有效性.
    本研究是一项全球前瞻性多中心观察注册的子集分析,该研究包括患有前或后大血管闭塞且有资格使用包括Penumbra3D血运重建装置在内的Penumbra系统进行机械血栓切除术的患者。对于这个分析,纳入登记中的所有M2MCA闭塞患者.
    在注册的650名患者中,113(17.4%)有M2MCA闭塞。术后2b~3分脑梗死改良治疗的发生率为79.6%(90/113),90天时改良Rankin量表评分为0-2的比率为72.5%(79/109),90天全因死亡率为8.8%(10/113)。装置相关的严重不良事件在24小时内发生在一名患者(0.9%)和两名患者(1.8%)。手术相关的严重不良事件发生在24小时内的4例患者(3.5%)和6例患者(5.3%)的整体(9个事件)。
    对于适当选择的患者,对M2型MCA闭塞所致急性缺血性卒中患者进行血栓抽吸术是安全有效的,具有很高的技术成功率和良好的功能结果。
    UNASSIGNED: Although the benefits of aspiration thrombectomy for treating acute ischemic stroke caused by proximal large vessel occlusion have been established, fewer data are available for evaluating aspiration thrombectomy of distal occlusion. The objective of this study was to evaluate, by means of prospectively collected data, the safety and efficacy of aspiration thrombectomy in patients with M2 middle cerebral artery (MCA) occlusion.
    UNASSIGNED: This study is a subset analysis of a global prospective multicenter observational registry that included patients who presented with either anterior or posterior large vessel occlusion and were eligible for mechanical thrombectomy using the Penumbra System including the Penumbra 3D Revascularization Device. For this analysis, all patients in the registry with M2 MCA occlusion were included.
    UNASSIGNED: Of the 650 patients in the registry, 113 (17.4%) had M2 MCA occlusion. The rate of a modified treatment in cerebral infarction score of 2b to 3 after the procedure was 79.6% (90/113), the rate of a modified Rankin Scale score of 0-2 at 90 days was 72.5% (79/109), and the all-cause mortality rate at 90 days was 8.8% (10/113). Device-related serious adverse events occurred in one patient (0.9%) within 24 h and in two patients (1.8%) overall. Procedure-related serious adverse events occurred in four patients (3.5%) within 24 h and in six patients (5.3%) overall (nine events).
    UNASSIGNED: For appropriately selected patients, aspiration thrombectomy for acute ischemic stroke due to M2 MCA occlusion was safe and effective, with high rates of technical success and good functional outcome.
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  • 文章类型: Systematic Review
    1971年,对患者的大脑进行了首次计算机断层扫描(CT)扫描。临床CT系统于1974年推出,仅用于头部成像。新技术发展,更广泛的可用性,CT的临床成功导致检查数量稳步增长。头部非对比CT(NCCT)最常见的适应症包括评估缺血和中风,颅内出血和外伤,虽然CT血管造影(CTA)已成为一线脑血管评估的标准;然而,患者管理和临床结果的改善是以辐射暴露为代价的,增加继发发病率的风险。因此,辐射剂量优化应该始终是CT成像技术进步的一部分,但是如何优化剂量?在不影响诊断价值的情况下可以实现什么剂量减少,以及即将到来的人工智能和光子计数CT技术的潜力是什么?在这篇文章中,我们通过回顾有关NCCT和头部CTA的主要临床适应症的剂量减少技术来寻找这些问题的答案,包括简要介绍CT技术在辐射剂量优化方面的当前和未来发展。
    In 1971, the first computed tomography (CT) scan was performed on a patient\'s brain. Clinical CT systems were introduced in 1974 and dedicated to head imaging only. New technological developments, broader availability, and the clinical success of CT led to a steady growth in examination numbers. Most frequent indications for non-contrast CT (NCCT) of the head include the assessment of ischemia and stroke, intracranial hemorrhage and trauma, while CT angiography (CTA) has become the standard for first-line cerebrovascular evaluation; however, resulting improvements in patient management and clinical outcomes come at the cost of radiation exposure, increasing the risk for secondary morbidity. Therefore, radiation dose optimization should always be part of technical advancements in CT imaging but how can the dose be optimized? What dose reduction can be achieved without compromising diagnostic value, and what is the potential of the upcoming technologies artificial intelligence and photon counting CT? In this article, we look for answers to these questions by reviewing dose reduction techniques with respect to the major clinical indications of NCCT and CTA of the head, including a brief perspective on what to expect from current and future developments in CT technology with respect to radiation dose optimization.
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  • 文章类型: Meta-Analysis
    背景:影像学选择模式对6-24小时时间窗内血管内血栓切除术(EVT)临床结果的影响仍未确定。我们比较了使用非对比计算机断层扫描(NCCT)±CT血管造影(CTA)和使用高级CT灌注(CTP)的简化卒中成像选择模式的临床结果。
    方法:PubMed,Embase,WebofScience,从开始至2022年5月1日检索了Cochrane对照试验中央登记册,以比较NCCT±CTA和CTP在晚期卒中合并大血管闭塞(LVO)患者中EVT的选择.主要结果是在180天内实现功能独立性(改良Rankin量表评分0-2)的患者比例。次要结局包括90天内的死亡率,成功的再通,还有任何颅内出血.
    结果:本荟萃分析共纳入6篇文献中的3419例患者。在总体或亚组分析中,NCCT±CTA(no-CTP)和CTP在功能独立性方面均无显着差异。然而,无CTP组的死亡率高于CTP组.此外,在类似DAWN/DEFUSE3的子组中,死亡率没有显着差异,成功的再通,两组之间是否有颅内出血。
    结论:简化的NCCT±CTA模式与高级CTP模式之间没有显着差异。使用NCCT±CTA可能是在延长的时间窗口中选择EVT患者的合理选择。特别是在没有CTP和急性期MRI能力的情况下。
    BACKGROUND: The impact of imaging selection modality on clinical outcomes of endovascular thrombectomy (EVT) in the 6-24-hour time window remains undetermined. We compared the clinical outcomes of a simplified stroke imaging selection modality using non-contrast computed tomography (NCCT)±CT angiography (CTA) with using advanced CT perfusion (CTP).
    METHODS: PubMed, Embase, Web of Science, and Cochrane Central Register of Controlled Trials were searched from inception to 1 May 2022 to compare NCCT±CTA and CTP for patient selection for EVT in late-presenting stroke with large vessel occlusions (LVO). The primary outcome was the proportion of patients achieving functional independence (modified Rankin Scale score 0-2) within 180 days. The secondary outcomes included mortality within 90 days, successful recanalization, and any intracranial hemorrhage.
    RESULTS: A total of 3419 patients in six articles were included in this meta-analysis. There was no significant difference between NCCT±CTA (no-CTP) and CTP in functional independence either in overall or subgroup analysis. However, the mortality in the no-CTP group was higher than in the CTP group. Furthermore, within the DAWN/DEFUSE 3-like subgroup, there were no significant differences in mortality, successful recanalization, and any intracranial hemorrhage between the two groups.
    CONCLUSIONS: There was no significant difference between the simplified NCCT±CTA modality and the advanced CTP modality. The use of NCCT±CTA may represent a reasonable option for selecting patients for EVT in the extended time window, especially in the absence of CTP and acute phase MRI capabilities.
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  • 文章类型: Journal Article
    延迟脑缺血(DCI)影响动脉瘤性蛛网膜下腔出血(aSAH)后30%的患者,是发病率的主要驱动因素,死亡率,以及这些患者的重症监护病房住院时间。DCI与脑动脉血管痉挛密切相关,减少脑血流量和脑梗塞。目前使用静脉内或动脉内钙通道拮抗剂和球囊血管成形术或支架的标准治疗效果有限。诸如颈交感神经阻滞(CSB)之类的简单治疗可能是有效的治疗方法,但并非常规用于治疗血管痉挛/DCI。CSB包括在颈交感神经干水平注射局部麻醉药,暂时阻断脑动脉的神经支配,导致动脉血管舒张。CSB是本地的,微创,可以在床边进行的低成本和安全的技术,可以提供显着的优势,作为补充治疗与更传统的神经介入手术干预相结合。我们回顾了描述CSB用于aSAH后血管痉挛/DCI预防或治疗的文献。这篇综述中概述的研究显示了CSB作为血管痉挛/DCI治疗的有希望的结果。需要进一步的研究来标准化技术,探讨如何将CSB与血管痉挛和DCI的常规神经介入手术治疗相结合,并研究其对神经系统预后的长期影响。
    Delayed cerebral ischemia (DCI) affects 30% of patients following aneurysmal subarachnoid hemorrhage (aSAH) and is a major driver of morbidity, mortality, and intensive care unit length of stay for these patients. DCI is strongly associated with cerebral arterial vasospasm, reduced cerebral blood flow and cerebral infarction. The current standard treatment with intravenous or intra-arterial calcium channel antagonist and balloon angioplasty or stent has limited efficacy. A simple treatment such as a cervical sympathetic block (CSB) may be an effective therapy but is not routinely performed to treat vasospasm/DCI. CSB consists of injecting local anesthetic at the level of the cervical sympathetic trunk, which temporarily blocks the innervation of the cerebral arteries to cause arterial vasodilatation. CSB is a local, minimally invasive, low cost and safe technique that can be performed at the bedside and may offer significant advantages as complementary treatment in combination with more conventional neurointerventional surgery interventions. We reviewed the literature that describes CSB for vasospasm/DCI prevention or treatment in humans after aSAH. The studies outlined in this review show promising results for a CSB as a treatment for vasospasm/DCI. Further research is required to standardize the technique, to explore how to integrate a CSB with conventional neurointerventional surgery treatments of vasospasm and DCI, and to study its long-term effect on neurological outcomes.
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  • 文章类型: Meta-Analysis
    BACKGROUND: Subarachnoid hemorrhage from cerebral aneurysm rupture is a major cause of morbidity and mortality. Early aneurysm identification, aided by automated systems, may improve patient outcomes. Therefore, a systematic review and meta-analysis of the diagnostic accuracy of artificial intelligence (AI) algorithms in detecting cerebral aneurysms using CT, MRI or DSA was performed.
    METHODS: MEDLINE, Embase, Cochrane Library and Web of Science were searched until August 2021. Eligibility criteria included studies using fully automated algorithms to detect cerebral aneurysms using MRI, CT or DSA. Following Preferred Reporting Items for Systematic Reviews and Meta-Analysis: Diagnostic Test Accuracy (PRISMA-DTA), articles were assessed using Quality Assessment of Diagnostic Accuracy Studies 2 (QUADAS-2). Meta-analysis included a bivariate random-effect model to determine pooled sensitivity, specificity, and area under the receiver operator characteristic curve (ROC-AUC).
    UNASSIGNED: CRD42021278454.
    RESULTS: 43 studies were included, and 41/43 (95%) were retrospective. 34/43 (79%) used AI as a standalone tool, while 9/43 (21%) used AI assisting a reader. 23/43 (53%) used deep learning. Most studies had high bias risk and applicability concerns, limiting conclusions. Six studies in the standalone AI meta-analysis gave (pooled) 91.2% (95% CI 82.2% to 95.8%) sensitivity; 16.5% (95% CI 9.4% to 27.1%) false-positive rate (1-specificity); 0.936 ROC-AUC. Five reader-assistive AI studies gave (pooled) 90.3% (95% CI 88.0% - 92.2%) sensitivity; 7.9% (95% CI 3.5% to 16.8%) false-positive rate; 0.910 ROC-AUC.
    CONCLUSIONS: AI has the potential to support clinicians in detecting cerebral aneurysms. Interpretation is limited due to high risk of bias and poor generalizability. Multicenter, prospective studies are required to assess AI in clinical practice.
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