endovascular treatment

血管内治疗
  • 文章类型: Journal Article
    缺血性脑血管病(ICVD)是一种严重的健康问题,其中脑组织由于脑血管阻塞而遭受缺氧损伤。机械血栓切除术是治疗这些患者的常用方法。然而,局部麻醉(LA)和清醒镇静(CS)在取栓过程中的作用尚不清楚.我们根据90天改良Rankin量表(mRS)评分评估了两种麻醉方案之间是否存在关系。
    在这项研究中,我们进行了一项回顾性观察性研究,以评估在4个综合性卒中中心的ICVD患者机械取栓期间使用LA和CS的效果.患者分为LA组和CS组。在倾向评分匹配(PSM)分析下进行1:1匹配前后进行统计分析。主要结果指标是90天时mRS评分为0-2。次要结果是手术时间,再通率,有症状和无症状的出血率,和手术并发症。
    共有193例患者(LA患者118例,CS患者75例)纳入PSM前的最终分析。1:1PSM后,98名患者-每组49名患者-被纳入研究。LA和CS应用组之间的临床结果没有差异(p=0.543)。比较血管内治疗(EVT)后随访时的血压(BP)值,CS组的最低收缩压和最低舒张压均较低(p=0.001和p=0.009).两组再通率无显著差异,症状性颅内出血(sICH)率,90天mRS,和手术相关并发症发生率(p=0.617,p=0.274,p=0.543,p=1.000)。
    这项研究没有揭示在90天mRS的EVT期间应用CS的优越性,sICH,再通率,或手术并发症。然而,CS应用期间发生低血压的风险较高.
    UNASSIGNED: Ischemic cerebrovascular disease (ICVD) is a serious health problem in which brain tissue suffers from hypoxic damage due to obstruction in cerebral vessels. Mechanical thrombectomy is a commonly used method in the treatment of these patients. However, the effects of local anesthesia (LA) and conscious sedation (CS) during thrombectomy are still unclear. We evaluated whether there was a relationship between the two anesthesia regimens in terms of 90-day modified Rankin Scale (mRS) scores.
    UNASSIGNED: In this study, a retrospective observational study was conducted to evaluate the effects of LA and CS used during mechanical thrombectomy in four comprehensive stroke centers among ICVD patients. Patients were divided into the LA group and the CS group. Statistical analysis was performed before and after 1:1 matching under propensity score matching (PSM) analysis. The primary outcome measure was an mRS score of 0-2 at 90 days. Secondary outcomes were procedure times, recanalization rates, symptomatic and asymptomatic hemorrhage rates, and procedural complications.
    UNASSIGNED: A total of 193 patients (118 patients with LA and 75 patients with CS) were included in the final analysis before PSM. After 1:1 PSM, 98 patients-49 patients from each group-were included in the study. There was no difference in clinical outcomes between the LA- and CS-applied groups (p = 0.543). When blood pressure (BP) values at follow-up after endovascular treatment (EVT) were compared, the lowest systolic and lowest diastolic BP were found to be lower in the CS group (p = 0.001 and p = 0.009). There was no significant difference between the two groups in terms of recanalization rates, symptomatic intracranial hemorrhage (sICH) rates, 90-day mRS, and procedure-related complication rates (p = 0.617, p = 0.274, p = 0.543, and p = 1.000).
    UNASSIGNED: This study did not reveal the superiority of CS applied during EVT on 90-day mRS, sICH, recanalization rates, or procedural complications. However, the risk of developing hypotension during the CS application was found to be high.
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  • 文章类型: Journal Article
    大脑前动脉(ACA)动脉瘤的位置各不相同,在ACA的过程中会出现各种动脉瘤。破裂和一些未破裂的ACA动脉瘤可能需要积极治疗以避免出血或再出血。虽然开放手术是ACA动脉瘤的有效治疗方法,血管内治疗(EVT)正在成为选择病例的替代治疗方法。用于ACA动脉瘤的EVT技术通常有所不同,并且根据动脉瘤的性质和位置逐案进行。为了更好地理解ACA动脉瘤的EVT策略,有必要对ACA动脉瘤进行EVT检查。在这次审查中,讨论了以下主题:ACA解剖和异常,ACA动脉瘤的分类,ACA动脉瘤的自然史,ACA动脉瘤的开放手术和EVT状态,各种ACA动脉瘤的EVT技术,以及EVT治疗ACA动脉瘤的预后和并发症。根据我们的审查和经验,传统的螺旋EVT仍然是大多数ACA动脉瘤的首选治疗方法。对于A1动脉瘤,EVT具有挑战性。在选择合适的案例后,对于ACA动脉瘤患者,采用导流器和WovenEndoBridge装置可获得良好的预后。此外,母体动脉闭塞可用于治疗侧支循环良好的A1动脉瘤和一些远端ACA动脉瘤。总的来说,EVT作为ACA动脉瘤的替代治疗方案越来越受欢迎。
    The locations of anterior cerebral artery (ACA) aneurysms vary, and various aneurysms can occur along the course of the ACA. Ruptured and some unruptured ACA aneurysms may require aggressive treatment to avoid bleeding or rebleeding. Although open surgery is an effective treatment for ACA aneurysms, endovascular treatment (EVT) is becoming an alternative treatment in select cases. EVT techniques for ACA aneurysms often vary and are performed on a case-by-case basis according to the nature and location of the aneurysm. To better understand the EVT strategy for ACA aneurysms, it is necessary to review EVT for ACA aneurysms. In this review, the following topics are discussed: ACA anatomy and anomalies, classifications of ACA aneurysms, the natural history of ACA aneurysms, open surgery and EVT statuses for ACA aneurysms, EVT techniques for various ACA aneurysms, and the prognosis and complications of EVT for ACA aneurysms. According to our review and experience, traditional coiling EVT is still the preferred therapy for most ACA aneurysms. For A1 aneurysms, EVT is challenging. After the selection of appropriate cases, deployment of a flow diverter and Woven EndoBridge device can result in a good prognosis for patients with ACA aneurysms. In addition, parent artery occlusion can be used to treat A1 aneurysms with good collateral circulation and some distal ACA aneurysms. In general, EVT is gaining popularity as an alternative treatment option for ACA aneurysms.
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  • 文章类型: Journal Article
    使用支架的血管内治疗(EVT)已成为严重脑血管狭窄的主要选择。然而,仍有相当大的挑战有待解决,如支架内再狭窄(ISR)和晚期血栓形成。已经开发了许多改良的支架来抑制血管平滑肌细胞(SMC)的过度增殖和保护血管内皮细胞(VEC),从而减少这种并发症。一些改良的支架,比如那些注入雷帕霉素的,在预防急性血栓形成方面有所改善。然而,ISR和晚期血栓形成,这是长期的并发症,仍然不可避免。三七总皂苷(PNS),由各种化合物组成的中药,有利于促进VECs的增殖和迁移,抑制SMCs的增殖。在这里,基于先前的研究,开发了一种装载有PNS的3D打印聚己内酯(PCL)支架(PNS-PCL支架)。体外研究证实,PNS促进VECs的迁移和增殖,被损坏了,通过增加microRNA-126,p-AKT的表达水平,和内皮型一氧化氮合酶.在体内,PNS-PCL支架维持兔颈动脉通畅长达3个月,性能优于PCL支架。PNS-PCL支架可能为脑血管粥样硬化性狭窄的EVT提供新的解决方案。
    Endovascular treatment (EVT) using stents has become the primary option for severe cerebrovascular stenosis. However, considerable challenges remain to be addressed, such as in-stent restenosis (ISR) and late thrombosis. Many modified stents have been developed to inhibit the hyperproliferation of vascular smooth muscle cells (SMCs) and protect vascular endothelial cells (VECs), thereby reducing such complications. Some modified stents, such as those infused with rapamycin, have improved in preventing acute thrombosis. However, ISR and late thrombosis, which are long-term complications, remain unavoidable. Panax notoginseng saponin (PNS), a traditional Chinese medicine consisting of various compounds, is beneficial in promoting the proliferation and migration of VECs and inhibiting the proliferation of SMCs. Herein, a 3D-printed polycaprolactone (PCL) stent loaded with PNS (PNS-PCL stent) was developed based on a previous study. In vitro studies confirmed that PNS promotes the migration and proliferation of VECs, which were damaged, by increasing the expression levels of microRNA-126, p-AKT, and endothelial nitric oxide synthase. In vivo, the PNS-PCL stents maintained the patency of the carotid artery in rabbits for up to three months, outperforming the PCL stents. The PNS-PCL stents may present a new solution for the EVT of cerebrovascular atherosclerotic stenosis in the future.
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  • 文章类型: Journal Article
    目的:残余夹层是DCB血管内治疗的一个问题,并且对夹层病变的血流动力学知识有限。因此,本研究的目的是评估股浅动脉(SFA)DCB血管成形术后残余夹层的平均压力梯度(MPG)和血流储备分数(FFR).
    方法:回顾性分析单中心行DCB血管成形术治疗的59例残存SFA夹层患者。解剖分为6种类型(A-F)。主要终点为DCB血管成形术后残余夹层病变处的MPG和FFR,使用压力线评估。
    结果:中位病变长度为70(40-130)mm,pop累及24%,慢性完全闭塞11例(18%)。完整的血管造影显示A型夹层(n=33,56%),B(n=18,31%),C(n=7,12%),和D(n=1,2%)。A型MPG的中位数,B,C例0(0-2),0(0-4),和3(0-6)mmHg,C型病例明显低于A型病例(AvsC,P=.021)。A型的平均FFRs,B,和C例1.0(.98-1.00),1.0(.96-1.00),和.98(.95-1.00)在解剖类型之间没有显着差异(A与B,P=0.86;A对C,P=.055;B对C,P=.15)。
    结论:这是SFA夹层的首次血流动力学报告。结果表明,低级夹层(A型或B型)不会影响SFA病变处的MPG和FFR。这表明对于患有A型或B型夹层的患者来说,救助支架可能是不必要的。需要进一步的研究来确定患有C型夹层的SFA病变是否需要支架。
    OBJECTIVE: Residual dissection is a concern in endovascular treatment with a DCB, and there is limited knowledge of hemodynamics at a dissection lesion. Therefore, the objective of this study is to evaluate the mean pressure gradient (MPG) and fractional flow reserve (FFR) at a residual dissection after DCB angioplasty for the superficial femoral artery (SFA).
    METHODS: A total of 59 cases with residual SFA dissection treated with DCB angioplasty at a single center were analyzed retrospectively. The dissection was classified into 6 types (A-F). The primary endpoints were MPG and FFR at a residual dissection lesion after DCB angioplasty, using evaluation with a pressure wire.
    RESULTS: The median lesion length was 70 (40-130) mm with 24% popliteal involvement, and 11 cases (18%) had chronic total occlusion. A completion angiogram revealed dissection of types A (n = 33, 56%), B (n = 18, 31%), C (n = 7, 12%), and D (n = 1, 2%). The median MPGs in type A, B, and C cases were 0 (0-2), 0 (0-4), and 3 (0-6) mmHg, with a significant lower in type C cases than in type A cases (A vs C, P = .021). The median FFRs in type A, B, and C cases of 1.0 (.98-1.00), 1.0 (.96-1.00), and .98 (.95-1.00) did not differ significantly among dissection types (A vs B, P = .86; A vs C, P = .055; B vs C, P = .15).
    CONCLUSIONS: This is the first report of hemodynamics at a SFA dissection. The results suggest that low-grade dissection (types A or B) does not affect MPG and FFR at a SFA lesion. This indicates that a bailout stent may be unnecessary for patients with dissection of types A or B. A further investigation is needed to determine whether a scaffold is required for a SFA lesion with type C dissection.
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  • 文章类型: Editorial
    暂无摘要。
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  • 文章类型: Journal Article
    目的:改良的格拉斯哥预后评分(mGPS)是一种基于炎症的指标;它包括C反应蛋白升高和白蛋白含量降低的数据。在癌症等各种疾病中,研究了mGPS对结果的预测价值,心力衰竭,心肌梗塞,急性肺栓塞,和炎症性肠病。本研究旨在评估mGPS与外周动脉疾病(PAD)的严重程度和复杂性之间的联系,该联系由跨大西洋社区间共识文件(TASC-II)分类确定,以及mGPS对接受血管内治疗(EVT)患者手术成功的预测值。
    方法:我们的研究包括203例连续接受EVT治疗的主髂动脉粥样硬化梗阻患者,股骨—————————————————————————————————————————————————————————————————————————————————————————————————以及2019年1月至2020年2月之间的膝盖以下动脉。根据TASC-II中的类别确定病变特征。手术失败是在经皮介入后无法将导丝定位通过闭塞病变或在EVT后无法实现远端灌注。
    结果:在我们的研究中,我们观察到136例TASCA-B病变患者(%6)和67例TASCC-D病变患者(%33).在59.4%的患者中,对股骨—————————————————————————————————————————————————————————————————————————————————————————腹髂动脉占30.7%,膝关节以下动脉占9.9%。mGPS是严重PAD(OR:17.943,95%CI:5.120-62.882;p<.001)和手术成功(比值比:0.004;95%CI:0.001-0.099;p<.001)的独立预测因子。此外,我们确定年龄和TASCD病变的存在是介入成功的独立预测因素(OR:0.938,95%CI:0.819-0.979;p:.034;OR:0.104,95%CI:0.107-0.643;p:.015).
    结论:我们确定mGPS根据TASC-II分类独立预测PAD的复杂性和严重程度;高mGPS患者的EVT成功率较低。
    OBJECTIVE: The modified Glasgow Prognostic Score (mGPS) is one type of inflammation-based index; it includes data on elevated C-reactive protein and reduced albumin content. The predictive value of mGPS for outcomes is investigated in various diseases such as cancer, heart failure, myocardial infarction, acute pulmonary embolism, and inflammatory bowel diseases. This study aimed to evaluate the link between mGPS and the severity and complexity of peripheral arterial disease (PAD) as determined by the Transatlantic Intercommunal Consensus Document (TASC-II) classification and the prediction value of mGPS for procedural success in patients undergoing endovascular treatment (EVT).
    METHODS: Our study included 203 consecutive patients receiving EVT for atherosclerotic obstruction of aortoiliac, femoro-popliteal, and below-knee arteries between January 2019 and February 2020. The lesion characteristics were determined according to categories in the TASC-II. Operational failure is the inability to position the guidewire through the occluded lesion following percutaneous intervention or achieve distal perfusion following EVT.
    RESULTS: In our study, we observed 136 patients (%6) with TASC A-B lesions and 67 patients (%33) with TASC C-D lesions. EVT was performed on the femoro-popliteal artery in 59.4% of the patients, on the aortoiliac artery in 30.7%, and on the below-the-knee artery in 9.9%. mGPS was an independent predictor of severe PAD (OR: 17.943, 95% CI: 5.120-62.882; p < .001) and procedural success (odds ratio: 0.004; 95% CI: 0.001-0.099; p < .001). Additionally, we identified age and the presence of a TASC D lesion as independent predictors of interventional success (OR: 0.938, 95% CI: 0.819-0.979; p: .034; OR: 0.104, 95% CI: 0.107-0.643; p: .015, respectively).
    CONCLUSIONS: We determined that mGPS independently predicts PAD complexity and severity based on TASC-II classification; the EVT success rate is lower in patients with high mGPS.
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  • 文章类型: Journal Article
    背景:神经疏螺旋体病是莱姆疏螺旋体病的播散形式,是指伯氏疏螺旋体对中枢神经系统的累及。一些报告表明,它的出现是儿童和年轻人脑血管炎和中风的潜在原因。本文的目的是在这种情况下强调血管内治疗方案。
    方法:回顾性评估了3例患者(2例成人和1例儿童)的药物治疗和血管内治疗,这些患者是由神经性贝类增多症相关的严重脑血管炎引起的缺血性卒中。临床过程的详细描述,治疗,并提供每位患者的随访数据。此外,我们对本专题中的血管内治疗方案进行了文献综述.
    结果:血管内治疗和药物治疗在所有3例患者中均获得了优异的临床结果,没有观察到的围手术期并发症。在中期随访期间观察到显著的临床改善。随访血管造影证实支架通畅。
    结论:血管内干预作为一种救助策略,可能会提高患有神经性伯氏菌病血管并发症的患者的临床结局,特别是当单独的药物治疗不能取得进一步的改善。在严重缺血性卒中伴有亚闭塞大血管狭窄或闭塞的情况下,其原因往往是未知的,应该考虑优先考虑及时的血管内治疗,即使入院时怀疑是神经性伯利松病。
    BACKGROUND: Neuroborreliosis is the disseminated form of Lyme borreliosis and refers to the involvement of the central nervous system by Borrelia burgdorferi sensu lato spirochetes. Several reports suggest its emergence as a potential cause of cerebral vasculitis and stroke in children and young adults. The objective of this paper is to highlight endovascular treatment options within this context.
    METHODS: The medicinal and endovascular treatments of three patients-two adults and one child-with ischemic stroke resulting from neuroborreliosis-associated severe cerebral vasculitis were retrospectively assessed. Detailed descriptions of the clinical course, treatments, and follow-up data for each patient are provided. Additionally, a literature review focusing on endovascular treatment options within this topic was conducted.
    RESULTS: Both endovascular and medicinal treatments resulted in excellent clinical outcomes in all three patients, with no observed periprocedural complications. Significant clinical improvement was noted during mid-term follow-up. Follow-up angiographies confirmed stent patency.
    CONCLUSIONS: Endovascular interventions as a bailout strategy may enhance clinical outcomes in patients with vascular complications of neuroborreliosis, especially when medicinal therapy alone fails to achieve further improvement. In the setting of severe ischemic stroke with sub-occlusive large vessel stenosis or occlusion, the cause of which is often unknown, it should be considered to prioritize prompt endovascular treatment, even if neuroborreliosis is suspected on admission.
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  • 文章类型: Journal Article
    目的:髂支装置(IBD)已成为髂内动脉(IIA)血管内重建的最佳方法。然而,由于它的高解剖学要求,东亚人的适用性有限,尤其适用于髂总动脉瘤(CIAA)合并管腔狭窄的病例。这里,我们报告了1例CIAA远端内腔狭窄的病例,该病例采用了新型外科医生改良的内分支髂分支装置(IIBD)治疗。
    方法:这是一个病例报告,并从患者处获得发表同意书.
    结果:1年随访CTA显示CIAA消退,无腹痛。RightCIA,髂外动脉,IIA都是专利。
    结论:IIBD技术对CIA的解剖学要求较低。因此,对于管腔狭窄的CIAA患者,这可能是IIA保存的可行选择。
    OBJECTIVE: The iliac branch device (IBD) has emerged as the optimal method for endovascular reconstruction of internal iliac artery (IIA). However, due to its high anatomical requirements, the applicability rate among East Asians is limited, especially for common iliac artery aneurysm (CIAA) with narrow inner lumen cases. Here, we report a case with narrow distal inner lumen of the CIAA treated with a novel surgeon-modified inner branch iliac branch device (IIBD).
    METHODS: This is a case report, and consent for publication was obtained from the patient.
    RESULTS: The 1-year follow-up CTA showed that the CIAA regressed without abdominal pain. Right CIA, external iliac artery, and IIA were all patent.
    CONCLUSIONS: The IIBD technique has lower anatomical requirements for the CIA. Therefore, it may be a feasible option for IIA preservation in cases of CIAA with narrow inner lumen.
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  • 文章类型: Journal Article
    目的:脉络膜前动脉(AChA)动脉瘤占所有颅内动脉瘤的2%-5%。治疗考虑因素包括显微外科手术夹闭,导流,或卷绕有或没有辅助装置。由于动脉瘤从AChA的起源或近端段起源,因此AChA动脉瘤在治疗中提出了挑战。在治疗期间,AChA特别容易受到血管痉挛和闭塞的影响,包括偏瘫,半麻醉,嗜睡,疏忽,和偏盲。在这项研究中,作者进行了一项荟萃分析,以量化AChA动脉瘤不同治疗方式的结局和并发症发生率,并确定文献中报道的危险因素.
    方法:作者对手术夹闭治疗的AChA动脉瘤进行了系统评价,血管内卷绕,或流量转移,并在PubMed中报告,Embase,Scopus,和Cochrane搜索数据库。在RStudio中对选定结果进行单臂荟萃分析。
    结果:文献综述得出25项符合纳入标准的研究。总的来说,1627名患者被纳入分析,有554名男性,1009名女性,和64未指定。整个队列中任何并发症的发生率为11.6%,缺血性并发症的发生率为5.5%,所有治疗患者的康复率为90.3%。总的来说,1064例患者接受手术夹闭,443用卷取处理,和120例分流患者。在夹住的病人中,手术总并发症发生率为17.6%,缺血性并发症发生率为9.4%。良好的功能恢复率,根据格拉斯哥结果量表得分为4-5分或改良的兰金量表得分为0-2分,为88.0%,在84.5%的手术夹闭动脉瘤中实现了完全闭塞。患者并发症发生率为10.3%,缺血并发症发生率为3.0%。88.6%的卷曲患者实现了良好的功能恢复,74.1%的动脉瘤完全闭塞。分流导致并发症发生率为1.3%,缺血并发症发生率为0.7%。在分流组中,98.4%的患者实现了良好的功能恢复,79.0%的患者实现了动脉瘤完全闭塞。还确定了影响并发症发生率的动脉瘤形态学特征,以增加定量数据并帮助指导AChA动脉瘤的治疗选择。
    结论:与夹闭和卷绕相比,分流术显示出显著降低的总并发症和缺血性并发症,并改善了预后。治疗类型之间的结果可能存在差异,特别是在考虑指导治疗选择的各种患者介绍时。
    OBJECTIVE: Anterior choroidal artery (AChA) aneurysms account for 2%-5% of all intracranial aneurysms. Treatment considerations include microsurgical clipping, flow diversion, or coiling with or without adjunctive devices. AChA aneurysms pose challenges in treatment due to the origination of the aneurysm from the origin or proximal segment of the AChA. The AChA is particularly susceptible to vasospasm and occlusion during treatment with devastating neurological deficits, including hemiparesis, hemianesthesia, lethargy, neglect, and hemianopia. In this study, the authors performed a meta-analysis to quantify the outcomes and complication rates across treatment modalities for AChA aneurysms and to identify risk factors reported in the literature.
    METHODS: The authors performed a systematic review of AChA aneurysms treated with surgical clipping, endovascular coiling, or flow diversion and reported in the PubMed, Embase, Scopus, and Cochrane search databases. Single-arm meta-analyses of the selected outcomes were performed in RStudio.
    RESULTS: Literature review yielded 25 studies that met the inclusion criteria. In total, 1627 patients were included in the analysis, with 554 males, 1009 females, and 64 unspecified. The rate of any complication in the full cohort was 11.6%, with a rate of ischemic complications of 5.5% and a favorable recovery rate of 90.3% of all patients treated. In total, 1064 patients underwent surgical clipping, 443 were treated with coiling, and 120 patients with flow diversion. In clipped patients, the rate of total surgical complications was 17.6%, with an ischemic complication rate of 9.4%. The rate of good functional recovery, defined on the basis of a Glasgow Outcome Scale score of 4-5 or modified Rankin Scale score of 0-2, was 88.0%, and complete obliteration was achieved in 84.5% of surgically clipped aneurysms. The complication rate in coiled patients was 10.3%, with an ischemic complication rate of 3.0%. Good functional recovery was achieved in 88.6% of coiled patients and complete aneurysm obliteration in 74.1%. Flow diversion resulted in a complication rate of 1.3%, with 0.7% rate of ischemic complications. Good functional recovery was achieved in 98.4% of patients and complete aneurysm obliteration in 79.0% in the flow diversion group. Aneurysm morphological features that impacted the complication rate were also identified to augment quantitative data and to help guide treatment selection for AChA aneurysms.
    CONCLUSIONS: Flow diversion showed significantly lower total and ischemic complications and improved outcomes compared to clipping and coiling. There may be differences in outcomes between treatment types, especially when considering the varied patient presentations that guide treatment selection.
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  • 文章类型: Journal Article
    我们开发并外部验证了一种使用深度学习的全自动算法,以检测计算机断层扫描血管造影(CTA)中的大血管闭塞(LVO)。
    共有2,045名接受CTA的急性缺血性卒中患者纳入了我们模型的开发。我们使用两个独立的外部数据集验证了算法:一个有64名患者(外部1名),另一个有313名患者(外部2名),缺血性中风。在当前临床实践的背景下,血栓切除术可血管闭塞(TAVO)定义为颅内颈内动脉(ICA)闭塞,或在大脑中动脉(MCA)的M1或M2段。我们使用U-Net对最大强度投影图像进行血管分割,然后应用EfficientNetV2预测TAVO。算法的诊断性能通过计算接收器工作特性曲线(AUC)下的面积来评估,灵敏度,特异性,阳性预测值(PPV),和阴性预测值(NPV)。
    训练和验证数据集中的平均年龄为68.7±12.6;56.3%的参与者是男性,18.0%有TAVO。该算法在内部测试中获得0.950(95%CI,0.915-0.971)的AUC。对于外部数据集1和2,AUC分别为0.970(0.897-0.997)和0.971(0.924-0.990),分别。在0.900的固定灵敏度下,内部测试的特异性和PPV,外部试验1和外部试验2分别为0.891,0.796和0.930,以及0.665,0.583和0.667.该算法在内部和外部数据集中表现出大约0.95的灵敏度和特异性,特别适用于涉及颅内ICA或M1-MCA闭塞的病例。然而,孤立的M2-MCA闭塞的诊断性能有所降低;内部和外部数据集的AUC分别为0.903(0.812-0.944)和0.916(0.816-0.963),分别。
    我们开发并外部验证了识别TAVO的全自动算法。需要进一步的研究来评估其在现实世界临床环境中的有效性。这个经过验证的算法有可能帮助早期职业医生,从而简化了可以从血管内治疗中受益的患者的治疗过程。
    UNASSIGNED: We developed and externally validated a fully automated algorithm using deep learning to detect large vessel occlusion (LVO) in computed tomography angiography (CTA).
    UNASSIGNED: A total of 2,045 patients with acute ischemic stroke who underwent CTA were included in the development of our model. We validated the algorithm using two separate external datasets: one with 64 patients (external 1) and another with 313 patients (external 2), with ischemic stroke. In the context of current clinical practice, thrombectomy amenable vessel occlusion (TAVO) was defined as an occlusion in the intracranial internal carotid artery (ICA), or in the M1 or M2 segment of the middle cerebral artery (MCA). We employed the U-Net for vessel segmentation on the maximum intensity projection images, followed by the application of the EfficientNetV2 to predict TAVO. The algorithm\'s diagnostic performance was evaluated by calculating the area under the receiver operating characteristics curve (AUC), sensitivity, specificity, positive predictive value (PPV), and negative predictive value (NPV).
    UNASSIGNED: The mean age in the training and validation dataset was 68.7 ± 12.6; 56.3% of participants were men, and 18.0% had TAVO. The algorithm achieved AUC of 0.950 (95% CI, 0.915-0.971) in the internal test. For the external datasets 1 and 2, the AUCs were 0.970 (0.897-0.997) and 0.971 (0.924-0.990), respectively. With a fixed sensitivity of 0.900, the specificities and PPVs for the internal test, external test 1, and external test 2 were 0.891, 0.796, and 0.930, and 0.665, 0.583, and 0.667, respectively. The algorithm demonstrated a sensitivity and specificity of approximately 0.95 in both internal and external datasets, specifically for cases involving intracranial ICA or M1-MCA occlusion. However, the diagnostic performance was somewhat reduced for isolated M2-MCA occlusion; the AUC for the internal and combined external datasets were 0.903 (0.812-0.944) and 0.916 (0.816-0.963), respectively.
    UNASSIGNED: We developed and externally validated a fully automated algorithm that identifies TAVO. Further research is needed to evaluate its effectiveness in real-world clinical settings. This validated algorithm has the potential to assist early-career physicians, thereby streamlining the treatment process for patients who can benefit from endovascular treatment.
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