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Longitudinal evaluation of neointimal formation using optical coherence tomography for an intracranial aneurysm with flow diverter placement in vivo: preliminary experience.
IF 4.5 1区 医学 Q1 NEUROIMAGING Pub Date : 2025-02-16 DOI: 10.1136/jnis-2024-022947
Yoshikazu Matsuda, Ryo Aiura, Eisuke Hirose, Tohru Mizutani

Placement of a flow diverter (FD) has been a mainstream treatment for intracranial aneurysms. Neointimal formation in the aneurysmal neck and stent struts is important for promoting aneurysm healing and reducing ischemic complications. Although several animal studies have reported the longitudinal evaluation of neointimal formation post-FD placement using optical coherence tomography (OCT), no human studies have been published. We describe the first case of a patient with follow-up longitudinal angiography and OCT examination at 1 and 3 months post-FD placement for an internal carotid artery aneurysm. At 1 month, the OCT images showed complete neointimal formation on stent struts of the parent artery and partial neointimal formation on the neck. The aneurysm was occluded on angiography at 3 months and all stent struts were covered with neointima on OCT images. An OCT examination may provide insights regarding the mechanism underlying the healing process of aneurysms treated by an FD.

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引用次数: 0
Inter-proceduralist variability in angiographic outcomes after stroke thrombectomy and the importance of quality over quantity of passes.
IF 4.5 1区 医学 Q1 NEUROIMAGING Pub Date : 2025-02-16 DOI: 10.1136/jnis-2024-022870
Huanwen Chen, Rosy L Njonkou-Tchoquessi, Ananya Iyyangar, Paige Skorseth, Shyam Majmundar, Jacob Cherian, Timothy R Miller, Sunil A Sheth, Dheeraj Gandhi, Marco Colasurdo

Background: Complete recanalization (CR, modified Treatment in Cerebral Ischemia (mTICI) score of 2c or better) is associated with favorable outcomes after endovascular thrombectomy (EVT) for stroke patients. However, the degree of inter-proceduralist differences in CR rates is unknown, and whether higher CR rates are being achieved by performing more passes or by focusing on first-pass effectiveness is also unclear.

Methods: This was a multicenter retrospective study of anterior circulation large vessel occlusion stroke patients in the United States from 2016 to 2022. Patients treated by proceduralists with at least 50 cases were included. CR rates for each proceduralist were assessed and proceduralists were divided into tertiles. First-pass effect (FPE, defined as CR after one pass) and the number of passes for patients treated by the top tertile of proceduralists were compared with the bottom tertile. Mediation analyses were conducted to assess causal links between CR rates and number of passes or FPE.

Results: A total of 1096 EVTs performed by 11 proceduralists were identified. CR rates were highly variable across providers (43.1% to 75.3%, p<0.001). Patients treated by the top tertile were more likely to experience FPE (OR 1.99, 95% CI 1.49 to 2.67, p<0.001) and did not undergo more passes (p=0.69) compared with the bottom tertile. Higher rates of FPE among patients was a significant mediator of higher odds of CR among patients treated by the top tertile (p<0.001).

Conclusions: Angiographic outcomes among EVT proceduralists are highly variable. Proceduralists who achieve higher rates of CR are doing so with higher rates of FPE, not more passes.

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引用次数: 0
Subarachnoid iodine leakage on dual-energy computed tomography after mechanical thrombectomy is associated with malignant brain edema. 机械血栓切除术后双能计算机断层扫描显示的蛛网膜下腔碘渗漏与恶性脑水肿有关。
IF 4.5 1区 医学 Q1 NEUROIMAGING Pub Date : 2025-02-14 DOI: 10.1136/jnis-2023-021413
Atsushi Ogata, Kuniaki Ogasawara, Masashi Nishihara, Ayako Takamori, Takashi Furukawa, Toshihiro Ide, Hiroshi Ito, Fumitaka Yoshioka, Yukiko Nakahara, Jun Masuoka, Haruki Koike, Hiroyuki Irie, Tatsuya Abe

Background: Dual-energy computed tomography (DE-CT) can differentiate between hemorrhage and iodine contrast medium leakage following mechanical thrombectomy (MT) for acute ischemic stroke (AIS). We determined whether subarachnoid hemorrhage (SAH) and subarachnoid iodine leakage (SAIL) on DE-CT following MT were associated with malignant brain edema (MBE).

Methods: We analyzed the medical records of 81 consecutive anterior circulation AIS patients who underwent MT. SAH or SAIL was diagnosed via DE-CT performed immediately after MT. We compared the procedural data, infarct volumes, MBE, and modified Rankin scale 0-2 at 90 days between patients with and without SAH and between patients with and without SAIL. Furthermore, we evaluated the association between patient characteristics and MBE.

Results: A total of 20 (25%) patients had SAH and 51 (63%) had SAIL. No difference in diffusion-weighted imaging (DWI)-infarct volume before MT was observed between patients with and without SAH or patients with and without SAIL. However, patients with SAIL had larger DWI-infarct volumes 1 day following MT than patients without SAIL (95 mL vs 29 mL; p=0.003). MBE occurred in 12 of 81 patients (15%); more patients with SAIL had MBE than patients without SAIL (22% vs 3%; p=0.027). Severe SAIL was significantly associated with MBE (OR, 12.5; 95% CI, 1.20-131; p=0.006), whereas SAH was not associated with MBE.

Conclusion: This study demonstrated that SAIL on DE-CT immediately after MT was associated with infarct volume expansion and MBE.

背景:双能计算机断层扫描(DE-CT)可区分急性缺血性脑卒中(AIS)机械性血栓切除术(MT)后的出血和碘造影剂渗漏。我们研究了机械取栓术后蛛网膜下腔出血(SAH)和蛛网膜下腔碘剂渗漏(SAIL)是否与恶性脑水肿(MBE)有关:我们分析了81例连续接受MT治疗的前循环AIS患者的病历。方法:我们分析了连续 81 例接受 MT 的前循环 AIS 患者的病历,并在 MT 后立即通过 DE-CT 诊断 SAH 或 SAIL。我们比较了有 SAH 和无 SAH 患者之间以及有 SAIL 和无 SAIL 患者之间的手术数据、梗死体积、MBE 和 90 天时的修正兰金量表 0-2 分值。此外,我们还评估了患者特征与 MBE 之间的关联:共有 20 名(25%)患者患有 SAH,51 名(63%)患者患有 SAIL。在 MT 之前,弥散加权成像(DWI)-梗死体积在 SAH 患者和非 SAH 患者之间、SAIL 患者和非 SAIL 患者之间均无差异。然而,与非 SAIL 患者相比,SAIL 患者在 MT 后 1 天的 DWI 梗死体积更大(95 毫升 vs 29 毫升;P=0.003)。81 例患者中有 12 例(15%)发生了 MBE;发生 MBE 的 SAIL 患者多于未发生 SAIL 的患者(22% vs 3%;P=0.027)。严重的 SAIL 与 MBE 明显相关(OR,12.5;95% CI,1.20-131;p=0.006),而 SAH 与 MBE 无关:本研究表明,MT后立即进行的DE-CT显示的SAIL与梗死体积扩大和MBE有关。
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引用次数: 0
The commercialization of open access publishing: progress or predicament?
IF 4.5 1区 医学 Q1 NEUROIMAGING Pub Date : 2025-02-14 DOI: 10.1136/jnis-2025-023182
Edgar A Samaniego
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引用次数: 0
Feasibility and workflow analysis of IV-DSA-based augmented reality-guided brain arteriovenous malformation resection in a hybrid operating room: i-Flow tailored method. 基于增强现实的IV-DSA引导的混合手术室脑动静脉畸形切除术的可行性和工作流程分析:i-Flow定制方法。
IF 4.5 1区 医学 Q1 NEUROIMAGING Pub Date : 2025-02-14 DOI: 10.1136/jnis-2023-020797
Chih-Wei Huang, Chung-Hsin Lee, Kai-Chen Chung, Yuang-Seng Tsuei

Augmented reality (AR) has emerged as a promising technology in various medical fields.1 2 In the context of brain arteriovenous malformation (bAVM) surgery, AR offers the potential to enhance surgical visualization and improve procedural accuracy.3 4 5 6 This report aims to explore the application of digital subtraction angiography (DSA) from an IV contrast injection (IV-DSA) in AR-guided resection of bAVMs in a neurosurgical hybrid operating room.The workflow of IV-DSA-based AR-guided surgery for the resection of bAVMs consists of four main components: (1) acquiring source images through i-Flow tailored or multiphase scans (Siemens, Germany); (2) labelling targets in the workstation using Smartbrush software (Brainlab, Westchester, Illinois, USA); (3) using the Brainlab Curve navigation system; and (4) merging microscopic AR fusion using Zeiss Kinevo (AG, Germany). In video 1 we show the entire workflow and introduce i-Flow tailored IV-DSA data acquisition in the hybrid operating room. In summary, IV-DSA-based augmented reality is an innovative technique for bAVM surgery. neurintsurg;17/3/332/V1F1V1Video 1-i-flow tailored iv-DSA.

增强现实(AR)已成为各种医学领域中一项很有前途的技术。12在脑动静脉畸形(bAVM)手术的背景下,AR具有增强手术可视化和提高手术准确性的潜力。3 4 5 6本报告旨在探讨在神经外科混合手术室中,IV造影剂注射数字减影血管造影术(DSA)在AR引导下bAVM切除中的应用。基于IV-DSA的AR引导bAVM切除手术的工作流程由四个主要组成部分组成:(1)通过i-Flow定制或多相扫描获取源图像(西门子,德国);(2) 使用Smartbrush软件在工作站中标记目标(Brainlab,Westchester,Illinois,USA);(3) 使用Brainlab曲线导航系统;以及(4)使用Zeiss Kinevo(AG,德国)合并显微AR融合。在视频1中,我们展示了整个工作流程,并介绍了i-Flow在混合手术室中定制的IV-DSA数据采集。总之,基于IV-DSA的增强现实是bAVM外科的一项创新技术;jnis-2023-020797v1/V1F1V1视频1-i-flow定制静脉DSA。
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引用次数: 0
Posterior condylar canal dural arteriovenous fistula: anatomical, symptomatological, and therapeutic considerations in comparison with hypoglossal canal dural arteriovenous fistula. 后髁管硬脑膜动静脉瘘:与舌下管硬脑膜动静脉瘘在解剖学、症状学和治疗方面的比较。
IF 4.5 1区 医学 Q1 NEUROIMAGING Pub Date : 2025-02-14 DOI: 10.1136/jnis-2024-021495
Hidetsugu Maekawa, Antti Lindgren, Timo Krings

Background: Posterior condylar canal dural arteriovenous fistulas (dAVFs) are extremely rare.

Methods: We report a case series and literature review of posterior condylar canal dAVFs and discuss similarities and differences between posterior condylar and hypoglossal canal dAVFs with respect to the related vascular anatomy, angioarchitecture of the fistula, presentation, and treatment.

Results: Four cases of posterior condylar canal dAVF were identified at our institutions and six cases were identified in the literature. Posterior condylar canal dAVFs were predominantly frequent in relatively young women. All patients presented with pulsatile tinnitus. There was no history of hemorrhage as there was no cortical venous reflux. This is different from hypoglossal canal dAVFs which can present with myelopathy or hemorrhage from cortical venous reflux. Transvenous embolization was safe and eliminated the symptoms. Palliative transarterial embolization can be an option to mitigate the symptoms, although there is a potential risk of cranial nerve palsy or lateral medullary stroke.

Conclusions: Posterior condylar canal dAVFs are generally benign lesions. However, intolerable tinnitus may require intervention. Transvenous embolization is effective and safe.

背景:后髁管硬脑膜动静脉瘘(dAVF)极为罕见:髁后管硬脑膜动静脉瘘(dAVFs)极为罕见:我们报告了髁后管动静脉瘘的系列病例和文献综述,并讨论了髁后管和舌下管动静脉瘘在相关血管解剖、瘘管血管结构、表现和治疗方面的异同:结果:我院共发现四例髁后管 dAVF,文献中发现六例。髁后瘘管主要常见于相对年轻的女性。所有患者均伴有搏动性耳鸣。由于没有皮质静脉回流,因此没有出血史。这与舌下管 dAVF 不同,后者可能出现脊髓病变或因皮质静脉回流而出血。经静脉栓塞治疗是安全的,可以消除症状。姑息性经动脉栓塞是减轻症状的一种选择,但存在颅神经麻痹或外侧延髓中风的潜在风险:结论:后髁管 dAVF 通常是良性病变。结论:后髁管 dAVF 通常是良性病变,但如果出现难以忍受的耳鸣,则需要进行干预。经静脉栓塞治疗既有效又安全。
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引用次数: 0
Early technique switch following failed passes during mechanical thrombectomy for ischemic stroke: should the approach change and when? 缺血性脑卒中机械血栓切除术失败后的早期技术转换:方法是否应该改变,何时改变?
IF 4.5 1区 医学 Q1 NEUROIMAGING Pub Date : 2025-02-14 DOI: 10.1136/jnis-2024-021545
Pedro N Martins, Raul G Nogueira, Mohamed A Tarek, Jaydevsinh N Dolia, Sunil A Sheth, Santiago Ortega-Gutierrez, Sergio Salazar-Marioni, Ananya Iyyangar, Milagros Galecio-Castillo, Aaron Rodriguez-Calienes, Aqueel Pabaney, Jonathan A Grossberg, Diogo C Haussen

Background: Fast and complete reperfusion in endovascular therapy (EVT) for ischemic stroke leads to superior clinical outcomes. The effect of changing the technical approach following initially unsuccessful passes remains undetermined.

Objective: To evaluate the association between early changes to the EVT approach and reperfusion.

Methods: Multicenter retrospective analysis of prospectively collected data for patients who underwent EVT for intracranial internal carotid artery, middle cerebral artery (M1/M2), or basilar artery occlusions. Changes in EVT technique after one or two failed passes with stent retriever (SR), contact aspiration (CA), or a combined technique (CT) were compared with repeating the previous strategy. The primary outcome was complete/near-complete reperfusion, defined as an expanded Thrombolysis in Cerebral Infarction (eTICI) of 2c-3, following the second and third passes.

Results: Among 2968 included patients, median age was 66 years and 52% were men. Changing from SR to CA on the second or third pass was not observed to influence the rates of eTICI 2c-3, whereas changing from SR to CT after two failed passes was associated with higher chances of eTICI 2c-3 (OR=5.3, 95% CI 1.9 to 14.6). Changing from CA to CT was associated with higher eTICI 2c-3 chances after one (OR=2.9, 95% CI 1.6 to 5.5) or two (OR=2.7, 95% CI 1.0 to 7.4) failed CA passes, while switching to SR was not significantly associated with reperfusion. Following one or two failed CT passes, switching to SR was not associated with different reperfusion rates, but changing to CA after two failed CT passes was associated with lower chances of eTICI 2c-3 (OR=0.3, 95% CI 0.1 to 0.9). Rates of functional independence were similar.

Conclusions: Early changes in EVT strategies were associated with higher reperfusion and should be contemplated following failed attempts with stand-alone CA or SR.

背景:在缺血性脑卒中的血管内治疗(EVT)中,快速、完全的再灌注能带来更好的临床疗效。目标:评估EVT方法的早期改变与再灌注的关系:评估早期改变 EVT 方法与再灌注之间的关系:方法:对前瞻性收集的因颅内颈内动脉、大脑中动脉(M1/M2)或基底动脉闭塞而接受EVT的患者数据进行多中心回顾性分析。在使用支架回缩器(SR)、接触式抽吸器(CA)或联合技术(CT)进行一到两次EVT失败后,对EVT技术的改变与重复之前的策略进行了比较。主要结果是完全/近似完全再灌注,即第二次和第三次通过后脑梗塞溶栓扩展指数(eTICI)达到2c-3:在纳入的 2968 例患者中,中位年龄为 66 岁,52% 为男性。观察发现,在第二次或第三次检查时从 SR 改为 CA 不会影响 eTICI 2c-3 的发生率,而在两次检查失败后从 SR 改为 CT 则与 eTICI 2c-3 的发生率较高有关(OR=5.3,95% CI 1.9 至 14.6)。在一次(OR=2.9,95% CI 1.6 至 5.5)或两次(OR=2.7,95% CI 1.0 至 7.4)CA 通过失败后,从 CA 转为 CT 与更高的 eTICI 2c-3 机率有关,而在一次 CA 通过失败后转为 SR 与更高的 eTICI 2c-3 机率有关(OR=6.9,95% CI 1.6 至 30.0)。在一次或两次 CT 检查失败后,改用 SR 与不同的再灌注率无关,但在两次 CT 检查失败后改用 CA 与较低的 eTICI 2c-3 机会有关(OR=0.3,95% CI 0.1 至 0.9)。功能独立率相似:结论:EVT策略的早期改变与较高的再灌注率相关,在独立CA或SR尝试失败后应考虑进行EVT。
{"title":"Early technique switch following failed passes during mechanical thrombectomy for ischemic stroke: should the approach change and when?","authors":"Pedro N Martins, Raul G Nogueira, Mohamed A Tarek, Jaydevsinh N Dolia, Sunil A Sheth, Santiago Ortega-Gutierrez, Sergio Salazar-Marioni, Ananya Iyyangar, Milagros Galecio-Castillo, Aaron Rodriguez-Calienes, Aqueel Pabaney, Jonathan A Grossberg, Diogo C Haussen","doi":"10.1136/jnis-2024-021545","DOIUrl":"10.1136/jnis-2024-021545","url":null,"abstract":"<p><strong>Background: </strong>Fast and complete reperfusion in endovascular therapy (EVT) for ischemic stroke leads to superior clinical outcomes. The effect of changing the technical approach following initially unsuccessful passes remains undetermined.</p><p><strong>Objective: </strong>To evaluate the association between early changes to the EVT approach and reperfusion.</p><p><strong>Methods: </strong>Multicenter retrospective analysis of prospectively collected data for patients who underwent EVT for intracranial internal carotid artery, middle cerebral artery (M1/M2), or basilar artery occlusions. Changes in EVT technique after one or two failed passes with stent retriever (SR), contact aspiration (CA), or a combined technique (CT) were compared with repeating the previous strategy. The primary outcome was complete/near-complete reperfusion, defined as an expanded Thrombolysis in Cerebral Infarction (eTICI) of 2c-3, following the second and third passes.</p><p><strong>Results: </strong>Among 2968 included patients, median age was 66 years and 52% were men. Changing from SR to CA on the second or third pass was not observed to influence the rates of eTICI 2c-3, whereas changing from SR to CT after two failed passes was associated with higher chances of eTICI 2c-3 (OR=5.3, 95% CI 1.9 to 14.6). Changing from CA to CT was associated with higher eTICI 2c-3 chances after one (OR=2.9, 95% CI 1.6 to 5.5) or two (OR=2.7, 95% CI 1.0 to 7.4) failed CA passes, while switching to SR was not significantly associated with reperfusion. Following one or two failed CT passes, switching to SR was not associated with different reperfusion rates, but changing to CA after two failed CT passes was associated with lower chances of eTICI 2c-3 (OR=0.3, 95% CI 0.1 to 0.9). Rates of functional independence were similar.</p><p><strong>Conclusions: </strong>Early changes in EVT strategies were associated with higher reperfusion and should be contemplated following failed attempts with stand-alone CA or SR.</p>","PeriodicalId":16411,"journal":{"name":"Journal of NeuroInterventional Surgery","volume":" ","pages":"236-241"},"PeriodicalIF":4.5,"publicationDate":"2025-02-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140119821","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"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
Correspondence on: 'Viz LVO versus Rapid LVO in detection of large vessel occlusion on CT angiography for acute stroke' by Delora et al. 关于Delora 等人撰写的 "Viz LVO 与 Rapid LVO 在急性中风 CT 血管造影中检测大血管闭塞的对比"。
IF 4.5 1区 医学 Q1 NEUROIMAGING Pub Date : 2025-02-14 DOI: 10.1136/jnis-2024-022342
Vivek S Yedavalli, Seena Dehkharghani, Jonathan Clemente
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引用次数: 0
Exploring the use of ChatGPT in predicting anterior circulation stroke functional outcomes after mechanical thrombectomy: a pilot study. 探索使用 ChatGPT 预测机械血栓切除术后前循环卒中功能预后:一项试点研究。
IF 4.5 1区 医学 Q1 NEUROIMAGING Pub Date : 2025-02-14 DOI: 10.1136/jnis-2024-021556
Tiago Pedro, José Maria Sousa, Luísa Fonseca, Manuel G Gama, Goreti Moreira, Mariana Pintalhão, Paulo C Chaves, Ana Aires, Gonçalo Alves, Luís Augusto, Luís Pinheiro Albuquerque, Pedro Castro, Maria Luís Silva

Background: Accurate prediction of functional outcomes is crucial in stroke management, but this remains challenging.

Objective: To evaluate the performance of the generative language model ChatGPT in predicting the functional outcome of patients with acute ischemic stroke (AIS) 3 months after mechanical thrombectomy (MT) in order to assess whether ChatGPT can used to be accurately predict the modified Rankin Scale (mRS) score at 3 months post-thrombectomy.

Methods: We conducted a retrospective analysis of clinical, neuroimaging, and procedure-related data from 163 patients with AIS undergoing MT. The agreement between ChatGPT's exact and dichotomized predictions and actual mRS scores was assessed using Cohen's κ. The added value of ChatGPT was measured by evaluating the agreement of predicted dichotomized outcomes using an existing validated score, the MT-DRAGON.

Results: ChatGPT demonstrated fair (κ=0.354, 95% CI 0.260 to 0.448) and good (κ=0.727, 95% CI 0.620 to 0.833) agreement with the true exact and dichotomized mRS scores at 3 months, respectively, outperforming MT-DRAGON in overall and subgroup predictions. ChatGPT agreement was higher for patients with shorter last-time-seen-well-to-door delay, distal occlusions, and better modified Thrombolysis in Cerebral Infarction scores.

Conclusions: ChatGPT adequately predicted short-term functional outcomes in post-thrombectomy patients with AIS and was better than the existing risk score. Integrating AI models into clinical practice holds promise for patient care, yet refining these models is crucial for enhanced accuracy in stroke management.

背景:准确预测功能预后对中风治疗至关重要,但这仍是一项挑战:准确预测功能预后对中风治疗至关重要,但这仍具有挑战性:目的:评估生成语言模型 ChatGPT 在预测急性缺血性卒中(AIS)患者机械血栓切除术(MT)术后 3 个月的功能预后方面的性能,以评估 ChatGPT 是否可用于准确预测血栓切除术后 3 个月的改良 Rankin 量表(mRS)评分:我们对 163 名接受 MT 的 AIS 患者的临床、神经影像学和手术相关数据进行了回顾性分析。我们使用 Cohen's κ 评估了 ChatGPT 的精确预测和二分法预测与实际 mRS 评分之间的一致性。ChatGPT 的附加值通过使用现有的有效评分 MT-DRAGON 评估二分法预测结果的一致性来衡量:ChatGPT 与 3 个月时的真实精确 mRS 评分和二分化 mRS 评分的一致性分别为一般(κ=0.354,95% CI 0.260 至 0.448)和良好(κ=0.727,95% CI 0.620 至 0.833),在总体和亚组预测中均优于 MT-DRAGON。对于最后一次见井到门延迟时间较短、远端闭塞和改良脑梗塞溶栓评分较好的患者,ChatGPT的一致性更高:ChatGPT能充分预测血栓切除术后AIS患者的短期功能预后,且优于现有的风险评分。将人工智能模型融入临床实践为患者护理带来了希望,但完善这些模型对提高中风管理的准确性至关重要。
{"title":"Exploring the use of ChatGPT in predicting anterior circulation stroke functional outcomes after mechanical thrombectomy: a pilot study.","authors":"Tiago Pedro, José Maria Sousa, Luísa Fonseca, Manuel G Gama, Goreti Moreira, Mariana Pintalhão, Paulo C Chaves, Ana Aires, Gonçalo Alves, Luís Augusto, Luís Pinheiro Albuquerque, Pedro Castro, Maria Luís Silva","doi":"10.1136/jnis-2024-021556","DOIUrl":"10.1136/jnis-2024-021556","url":null,"abstract":"<p><strong>Background: </strong>Accurate prediction of functional outcomes is crucial in stroke management, but this remains challenging.</p><p><strong>Objective: </strong>To evaluate the performance of the generative language model ChatGPT in predicting the functional outcome of patients with acute ischemic stroke (AIS) 3 months after mechanical thrombectomy (MT) in order to assess whether ChatGPT can used to be accurately predict the modified Rankin Scale (mRS) score at 3 months post-thrombectomy.</p><p><strong>Methods: </strong>We conducted a retrospective analysis of clinical, neuroimaging, and procedure-related data from 163 patients with AIS undergoing MT. The agreement between ChatGPT's exact and dichotomized predictions and actual mRS scores was assessed using Cohen's κ. The added value of ChatGPT was measured by evaluating the agreement of predicted dichotomized outcomes using an existing validated score, the MT-DRAGON.</p><p><strong>Results: </strong>ChatGPT demonstrated fair (κ=0.354, 95% CI 0.260 to 0.448) and good (κ=0.727, 95% CI 0.620 to 0.833) agreement with the true exact and dichotomized mRS scores at 3 months, respectively, outperforming MT-DRAGON in overall and subgroup predictions. ChatGPT agreement was higher for patients with shorter last-time-seen-well-to-door delay, distal occlusions, and better modified Thrombolysis in Cerebral Infarction scores.</p><p><strong>Conclusions: </strong>ChatGPT adequately predicted short-term functional outcomes in post-thrombectomy patients with AIS and was better than the existing risk score. Integrating AI models into clinical practice holds promise for patient care, yet refining these models is crucial for enhanced accuracy in stroke management.</p>","PeriodicalId":16411,"journal":{"name":"Journal of NeuroInterventional Surgery","volume":" ","pages":"261-265"},"PeriodicalIF":4.5,"publicationDate":"2025-02-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140059601","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"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
Differences in performance of acute ischemic stroke artificial intelligence platforms. 急性缺血性中风人工智能平台的性能差异。
IF 4.5 1区 医学 Q1 NEUROIMAGING Pub Date : 2025-02-14 DOI: 10.1136/jnis-2024-022373
Mohamad Ezzeldin, Adam Delora, Ameer E Hassan, Rime Ezzeldin, Christopher Hadjialiakbari, Eryn Percenti, Jordan Torres, Yazan J Alderazi
{"title":"Differences in performance of acute ischemic stroke artificial intelligence platforms.","authors":"Mohamad Ezzeldin, Adam Delora, Ameer E Hassan, Rime Ezzeldin, Christopher Hadjialiakbari, Eryn Percenti, Jordan Torres, Yazan J Alderazi","doi":"10.1136/jnis-2024-022373","DOIUrl":"10.1136/jnis-2024-022373","url":null,"abstract":"","PeriodicalId":16411,"journal":{"name":"Journal of NeuroInterventional Surgery","volume":" ","pages":"334-336"},"PeriodicalIF":4.5,"publicationDate":"2025-02-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142140346","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"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
期刊
Journal of NeuroInterventional Surgery
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