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448 citation(s) found for "Brinjikji, W".

Impact of smoking on recurrence rates among wide-neck intracranial aneurysms treated with Woven EndoBridge: a multicenter retrospective study
Vaishnav, Dhrumil , Adeeb, Nimer , Aslan, Assala , Cancelliere, Nicole M., McLellan, Rachel , Ghozy, Sherief, Lay, Sovann V. , Guenego, Adrien , Premat, Kévin , Möhlenbruch, Markus, Kral, Michael , Doron, Omer , Salem, Mohamed M. , Foreman, Paul M. , Vachhani, Jay A. , Shaikh, Hamza, Župančić, Vedran , Ayberk, Gıyas , Güneş, Yasin Celal , Rabinov, James D. , Ren, Yifan , Michelozzi, Caterina , Elens, Stéphanie , Starke, Robert M., Hassan, A. , Ogilvie, Mark , Nguyên, Anh , Jones, Jesse , Brinjikji, Waleed , Nawka, Marie Teresa , Psychogios, Marios, Ulfert, Christian , Diestro, Jose Danilo Bengzon , Pukenas, Bryan , Burkhardt, Jan‐Karl , Martinez-Gutierrez, Juan Carlos, Sheth, Sunil G. , Spiegel, Gary, Lubicz, Boris , Puri, Ajit S., Pero, Guglielmo , Nossek, Erez , Raz, Eytan, Griessenauer, Christoph J., Asadi, Hamed , Siddiqui, Adnan, Brook, Allan , Haranhalli, Neil , Ducruet, Andrew F. , Albuquerque, Felipe C. , Regenhardt, Robert W. , Stapleton, Christopher J. , Kan, Peter, Kalousek, Vladimir , Lylyk, Pedro , Boddu, Srikanth , Knopman, Jared , Tjoumakaris, Stavropoula I., Clarençon, Frédéric, Cuellar-Saenz, Hugo H., Patel, Aman B. , Altschul, David , _, _, Spears, Julian , Sundararajan, Sri Hari , Balush, Ali Al, Inoue, Yasuaki , Mirshahi, Shervin , Harker, Pablo, Tutino, Vincent M., Brehm, Alex , Diestro, Jose Danilo B , Shotar, Eimad , Nguyen, Anh , Pero, Guglielmo , Kalousek, Vladimir , Altschul, David J , Regenhardt, Robert W , Ulfert, Christian , Lay, Sovann V , Essibayi, Muhammed Amir , Musmar, Basel , Salim, Hamza , Cancelliere, Nicole M , Algin, Oktay , Ghozy, Sherief , Renieri, Leonardo , Carnevale, Joseph Anthony , Saliou, Guillaume , Mastorakos, Panagiotis , Naamani, Kareem El , Shotar, Eimad , Möhlenbruch, Markus , Chung, Charlotte , Lylyk, Iván , Hafeez, Muhammad Ubaid , Catapano, Joshua S , Waqas, Muhammad , Schirmer, Clemens M. , Piano, Mariangela , Kühn, Anna Luisa , Hassan, Ameer E , Psychogios, Marios‐Nikos , Huynh, Thien , Martinez-Gutierrez, Juan Carlos , Sheth, Sunil A., Tawk, Rabih G. , Panni, Pietro , Puri, Ajit S , Raz, Eytan , Killer-Oberpfalzer, Monika , Griessenauer, Christoph J. , Aziz‐Sultan, Mohammad Ali , Tjoumakaris, Stavropoula , Clarençon, Frédéric , Limbucci, Nicola , Cuellar, Hugo , Jabbour, Pascal , Mendes Pereira, Vitor , Dmytriw, Adam A. , _, _, Dibas, Mahmoud , Vranic, Justin E. , Alotaibi, Naif M. , Harker, Pablo , Sporns, Peter Bernhard

Mayo Clinic

Journal of Neurosurgery | January 31, 2025 | Volume: 142 | Issue: 6 | Pages: 1732-1740

10.3171/2024.10.jns241058 | PMID 39889291 Get It

OBJECTIVE Tobacco smoking is among the factors known to significantly augment the risk of untreated intracranial aneurysm (IA) growth and rupture. Smoking appears to have a variable effect on different endovascular treatment modalities. The impact of smoking on the safety, efficacy, and outcomes of Woven EndoBridge (WEB) device use for wide-neck IAs has not been evaluated. This study aimed to investigate the outcomes of WEB devices by smoking status. METHODS A retrospective multicenter analysis was conducted on the data of patients from 36 sites worldwide treated with the WEB device for intracranial saccular aneurysms. Patients were stratified based on smoking status (current, former, and never smokers). The Student t-test and chi-square test were performed for continuous and categorical variables, respectively. Multivariable logistic regression was used to adjust for confounders. RESULTS Of 1376 patients with available smoking status, 504 were current smokers, 358 were former smokers, and 514 were never smokers. Upon adjusting for significant confounders, no association was found between smoking and recurrence outcomes (OR 1.39, 95% CI 0.69–2.80; p = 0.36), thromboembolic and hemorrhagic complications, and mortality among IAs treated with the WEB device. There was no statistically significant difference in outcomes between former and never smokers (OR 1.23, 95% CI 0.70–2.18; p = 0.46). The location of aneurysms differed between smoking groups, with former smokers having more anterior circulation aneurysms compared with current and never smokers (99.0% vs 96.9% vs 95.3%; p = 0.01). In terms of clinical symptoms, headache and dizziness were more common in the never smokers compared with current and former smokers (13.9% vs 8.9% vs 7.7%, p = 0.01). CONCLUSIONS This large-scale study suggests no significant correlation between smoking and the recurrence of IAs treated with the WEB device. Biological studies are warranted to better understand the biological impact of smoking on the growth and rupture of treated IAs.
Comparative efficacy and safety of stent retrievers as a bailout strategy following failed contact aspiration technique in acute stroke thrombectomy
Ezzeldin, Mohamad , Hukamdad, Mishaal , Kasem, Rahim Abo , Ezzeldin, Rime , Maier, Ilko , Rai, Ansaar , Jabbour, Pascal , Kim, Joon‐Tae , Howard, Brian M. , Wolfe, Stacey Q , Starke, Robert M., Psychogios, Marios‐Nikos , Dye, Justin , Alaraj, Ali , Yoshimura, Shinichi, Tanweer, Omar , Navía, Pedro , Polifka, Adam , Siddiqui, Fazeel , Brinjikji, Waleed , Dağlıoğlu, Ergün , Williamson, Richard A., Altschul, David , Ogilvy, Christopher S. , Crosa, Roberto , Gory, Benjamin , Kan, Peter , Casagrande, Walter, Chowdhry, Shakeel , Stiefel, Michael , Chaubal, Varun , Spiotta, Alejandro M , Abo Kasem, Rahim , Rai, Ansaar , Wolfe, Stacey Quintero , Shaban, Amir , Alaraj, Ali , Fiorella, David , Navia, Pedro , Cuellar-Saenz, Hugo H , Fragata, Isabel , Mascitelli, Justin R , Osbun, Joshua W , Mokin, Maxim , Matouk, Charles , Brinjikji, Waleed , Altschul, David J , Ogilvy, Christopher S , Crosa, Roberto , Levitt, Michael R , Grandhi, Ramesh , Paul, Alexandra R , Kan, Peter , Spiotta, Alejandro M , Howard, Brian M , Jabbour, Pascal , Alawieh, Ali , Goyal, Nitin , Fiorella, David , Romano, Daniele G, Cuellar, Hugo , Fragata, Isabel , Moss, Mark, Limaye, Kaustubh , Matouk, Charles , Park, Min S, Williamson, Richard, Levitt, Michael R. , Grandhi, Ramesh

Mayo Clinic

Journal of NeuroInterventional Surgery | January 30, 2025 | Volume: 18 | Issue: 2 | Pages: 390-398

10.1136/jnis-2024-022781 | PMID 39884851 Get It

Background The contact aspiration (CA) technique is often used to perform endovascular thrombectomy (EVT) for acute ischemic stroke (AIS); however, rescue strategies are necessary if CA fails to achieve recanalization. This study investigates the outcomes of incorporating stent retriever (SR) thrombectomy in the rescue strategy following failed CA. Methods EVT patients with failed CA attempts were identified from a large multicenter registry and stratified by rescue technique: CA alone or incorporating SR in the rescue strategy. Outcomes included successful recanalization, 90-day functional outcomes (defined by the modified Rankin Scale (mRS) score), symptomatic intracranial hemorrhage (sICH), and 90-day mortality. Results Among 1885 patients with failed CA attempts, conversion to SR was associated with higher recanalization rates (85.2% vs 80.6%; p=0.03), higher rates of second-pass recanalization (31.2% vs 23.4%; p<0.001), and better 90-day outcomes (mRS 0–2: 35.2% vs 29.9%; p=0.04) when compared with repeated CA attempts. Trevo SRs showed higher odds of successful recanalization (adjusted odds ratio (aOR)=1.9; p=0.02), second-pass recanalization (aOR=1.7; p=0.01), and reduced odds of sICH (aOR=0.3; p=0.02). EmboTrap SRs were associated with higher odds of 90-day mortality (aOR=2.6; p=0.004) and sICH (aOR=2.9; p=0.04) and lower odds of recanalization (aOR=0.5; p=0.03). Conclusions Incorporating SR in the rescue strategy after a failed CA improves recanalization rates and functional outcomes. Trevo SRs demonstrated superior efficacy and safety when incorporated into the rescue strategy.
Abstract TMP60: Using CTP based Disconnectome Mapping to identify optimal candidates for endovascular treatment in acute ischemic stroke.
Brinjikji, Waleed , Kallmes, David F, Carone, Davide , Garrard, James , Zarrintan, Armin , Harston, George , Kallmes, David F.

Mayo Clinic

Stroke | January 30, 2025 | Volume: 56 | Issue: Suppl_1 | Pages: No page available

10.1161/str.56.suppl_1.tmp60 Get It

Background: Identifying optimal candidates for endovascular treatment (EVT) remains an ongoing priority to maximize treatment efficacy. The recent large core trials have called into question the use of infarct volume alone for selecting patients. This study aimed at exploring the feasibility of using routinely acquired Computed Tomography Perfusion (CTP) to capture how lesion location impacts brain connectivity and how this in turn affects the ability to benefit from EVT. Methods: Consecutive patients from a multi-centric stroke imaging registry were included in this study if they had a proven anterior circulation large vessel occlusion (LVO) and available baseline CTP data. Hypoperfusion (Tmax >6 seconds) and ischemic core (relative cerebral blood flow <30%) maps were automatically generated using e-CTP (Brainomix, UK) and used to derive disconnection maps via a DTI template. A voxel-based, multivariate method (Sparse Canonical-Correlation-Analysis – LESYMAPS) was used to explore associations between disconnection maps and NIHSS subitems in recanalized patients. The mismatch between Tmax and core disconnection volumes (disconnection mismatch volume) (Figure 1) was used to predict modified Rankin Scale (mRS) at 3-months using an ordinal shift regression adjusted for age, recanalization status and infarct volume. Results: One-hundred and seventy-one patients were included. The median NIHSS was 16 (11.5 to 22). The total NIHSS was associated with disconnection predominantly within the left basal ganglia, brainstem and corpus callosum. Upper and lower limb deficits (NIHSS 5a, 5b, 6a, 6b) were associated with corticospinal tract disconnection, with negative correlations within the contralateral tracts (Figure 2). Language deficits were associated with left hemisphere tract disconnection, also showing negative correlations within the contralateral tracts. The disconnection mismatch volume was an independent predictor of functional outcome at 3-months (Table 1). Conclusion: The results from this study showed that it is possible to use routinely acquired CTP to capture the effects of stroke lesion on brain connectivity and its impact on functional outcome following recanalization treatment. Such an approach could enable more nuanced treatment selection for patients based on specific neurological deficits.
Abstract 67: How dark is too dark? A multicentric retrospective study exploring the role of Net-Water-Uptake in predicting futile recanalization following mechanical thrombectomy.
Brinjikji, Waleed , Halak, Abdulrahman Al, Václavík, Daniel , Rai, Ansaar, Kallmes, David F, Carone, Davide , Perry, Alistair , Zamarro, Joaquín , Rai, Ansaar , Kallmes, David F. , Harston, George

Mayo Clinic

Stroke | January 30, 2025 | Volume: 56 | Issue: Suppl_1 | Pages: No page available

10.1161/str.56.suppl_1.67 Get It

Background: Acute stroke lesions become more hypodense on non-contrast CT as the ischemic injury matures. Lesions transition to established infarcts at which time recanalization treatment is thought to be futile, if not harmful. As it is not possible to directly quantify the degree of injury progression, eligibility for treatment is determined using temporal criteria. In this study we used an AI approach to segment and quantify the degree of hypoattenuation of acute stroke lesions on baseline CTs, and explored its impact on clinical outcome following mechanical thrombectomy. Methods: Imaging was collected from a multicentric registry (across 4 US and 5 EU sites) of consecutive large vessel occlusion (LVO) stroke patients who underwent mechanical thrombectomy. Baseline NCCT scans were processed using Brainomix 360 to automatically segment the ischemic core. Lesion hypoattenuation was then quantified by in-house software using the mean Net-Water-Uptake (NWU). Multivariate models were used to explore the association between NWU and clinical outcome (3-month modified Rankin scale–mRS), controlling for e-ASPECTS scores, age, and recanalization status. Interaction models were also used to examine the relationship between NWU e-ASPECTS scores. Results: Of the 1363 patients included (age: median 70, IQR: 50-79; 571 females), successful recanalization (mTICI 2b-3) was achieved for 1119 patients. Multivariate analysis found NWU (p=<.001, t=4.62; Fig1) to remain an independent predictor of outcome. There was a significant interaction effect between and ASPECTS score (p=0.029, Fig 2), suggesting that degree of hypoattenuation played a larger role in patients with lower aspects value. In subgroup analysis, NWU was not a significant predictor of outcome in patients that did not achieve successful recanalizion (mTICI 0-2a). Conclusions: These findings suggest that stroke lesion hypodensity measured using NWU might help identify patients at risk of futile recanalization, and that incorporating this information might be more relevant in patients with lower ASPECTS. The ability to determine treatment eligibility using information extracted from routine imaging would allow safe extension of treatment to patients with unclear onset time, and would account for differences in rates of infarct progression.
Abstract WMP71: Brain Frailty location is an independent predictor of functional outcome in patients undergoing recanalization treatment for Large Vessel Occlusion Stroke.
Brinjikji, Waleed , Halak, Abdulrahman Al, Rai, Ansaar , Kallmes, David F, Carone, Davide , Garrard, James , Kallmes, David F. , Harston, George

Mayo Clinic

Stroke | January 30, 2025 | Volume: 56 | Issue: Suppl_1 | Pages: No page available

10.1161/str.56.suppl_1.wmp71 Get It

Background: There is an unmet need to better understand the likelihood of a good functional outcome in older and frailer populations undergoing endovascular therapy (EVT) following large-vessel occlusion (LVO) ischemic stroke. One approach is to improve the understanding of pre-morbid brain health (“brain frailty”) as a predictor of functional outcome. This study explored the relationship between the spatial pattern of brain atrophy and functional outcome to determine whether this is a predictor of outcomes following EVT. Methods: Patients with LVO from four hospitals in Europe and the USA were included. Three cohorts were used as a derivation cohort, and the fourth served for validation. Presenting CT imaging was processed using Brainomix in-house software to automatically localize and quantify atrophy (frailty-index). Masks from the derivation cohort were used to localize regions of atrophy significantly associated with poorer functional outcome (modified Ranking Scale 3-6) using a voxel-based, multivariate method (Sparse Canonical-Correlation-Analysis) (see Figure 1). For both derivation and validation cohorts, the degrees of overlap between each patient’s atrophy mask and the regions associated at a group level with poor outcome were calculated. This was used as an independent predictor of functional outcome in multivariate analysis adjusting for overall brain frailty-index, recanalization status, and ASPECT score Results: The derivation cohort consisted of 658 patients (mean age 69.6±15.0, median ASPECTS 9 [7-10]), while the validation cohort consisted of 447 patients (mean age 64.7 ±15.5, median ASPECTS 8 [5-10] ). Atrophy localized to the lateral ventricles and sylvian fissure was significantly associated with poorer outcomes (Figure 1). In both derivation and validation cohort, the presence of this spatial pattern of brain frailty (quantified using the degree of overlap) was an independent predictor of poor functional outcome (Table 1). Conclusion: A better understanding of pre-stroke brain health, such as the distribution of atrophy, may provide additional information to inform the prediction of outcome following LVO. This could improve patient selection for treatment following ischemic stroke through better prognostication and a more personalized approach to decision making.
Syncope Induced by Dynamic Head and Shoulder Motion in the Setting of Left Subclavian Stenosis
Fearington, Forrest W. , Alajbegovic, Katarina , Brinjikji, Waleed , Holmes, Carmen R. , Khan, Muhib , Khan, Muhib , Scott, Jonathan M.

Mayo Clinic

The Neurologist | January 21, 2025 | Volume: 30 | Issue: 2 | Pages: 121-122

10.1097/nrl.0000000000000607 | PMID 39835436 Get It

Introduction: Dynamic vertebral artery insufficiency is a rare vascular phenomenon characterized by insufficient flow of the posterior cerebral circulation induced by dynamic motion of the head. Prior case reports have been limited to vertebral artery occlusion by cervical osteophytes or other structural impingements. Case Report: In this case report, we discuss the unusual case of a 61-year-old female with a history of vertigo, diplopia, nystagmus, and left subclavian stenosis admitted to the hospital for syncope elicited by a left head turn and left shoulder raise. Transcranial Doppler (TCD) ultrasound and angiography showed evidence of dynamic vertebrobasilar insufficiency elicited by a left-head turn. Percutaneous stenting of the left subclavian artery led to the resumption of normal vessel flow as assessed by TCD and the resolution of the patient’s symptoms. Conclusions: This case highlights an unusual cause of dynamic vertebrobasilar insufficiency induced by head turn and/or left shoulder raise due to subclavian stenosis, diagnosed by TCD and angiography, and successfully treated with subclavian artery stenting.
The effects of admission hyperglycemia and diabetes mellitus on mechanical thrombectomy outcomes: A systematic review and meta-analysis
Bilgin, Gokce Belge , Bilgin, Cem , Jabal, Mohamed Sobhi , Kobeissi, Hassan , Ghozy, Sherief , Şenol, Yiğit Can , Orscelik, Atakan , Kadirvel, Ramanathan , Brinjikji, Waleed , Kallmes, David F. , Belge Bilgin, Gokce , Ghozy, Sherief , Kobeissi, Hassan , Orscelik, Atakan , Senol, Yigit Can , Bilgin, Cem , Rabinstein, Alejandro A.

Mayo Clinic

Interventional Neuroradiology | January 17, 2025 | Volume: 32 | Issue: 4 | Pages: 1831-1842

10.1177/15910199241306774 | PMID 39819212 Get It

Background The impact of certain comorbidities on mechanical thrombectomy (MT) outcomes remains largely unexplored. Diabetes mellitus (DM) and admission hyperglycemia have been associated with poor clinical outcomes for patients treated with MT. In this study, we sought to investigate the effects of DM and admission hyperglycemia on MT outcomes. Methods Following PRISMA guidelines, a systematic literature search was conducted in Medline, Embase, Scopus, and Web of Science databases. Data regarding successful recanalization (modified Thrombolysis in Cerebral Infarction [mTICI] ≥2b), functional independence (modified Rankin Scale [mRS] 0–2), excellent outcomes (mRS 0–1), symptomatic intracranial hemorrhage (sICH), and mortality were extracted from the included studies. The pooled odds ratios (ORs) and their corresponding 95% confidence intervals (CIs) were calculated using random effects model. Results Twenty-one studies comprising 9708 patients were included. A total of 2311 patients (24%) had a history of DM, and 2026 patients (21%) had admission hyperglycemia. Admission hyperglycemia was associated with significantly lower odds of mTICI ≥2b (OR = 0.7, 95% CI = 0.55–0.89), mRS 0–2 (OR = 0.47, 95% CI = 0.41–0.53), and mRS 0–1 (OR = 0.43, 95% CI = 0.34–0.55) as compared to normoglycemic state. Patients with hyperglycemia had significantly higher rates of sICH (OR = 2.05, 95% CI = 1.66–2.54) and mortality (OR = 1.99, 95% CI = 1.58–2.52) than normoglycemic patients. Diabetes mellitus was associated with significantly high rates of mortality (OR = 1.74, 95% CI = 1.31–2.3) and lower rates of mRS 0–2 (OR = 0.60, 95% CI = 0.48–0.76) in sensitivity analyses. Conclusion Our results indicate that admission blood glucose levels and DM can negatively affect MT outcomes. Further research should focus on optimizing MT outcomes for these patients.
CT perfusion for lesion-symptom mapping in large vessel occlusion ischemic stroke
Garrard, James , Neuhaus, Ain , Carone, Davide , Zarrintan, Armin , Harston, George , Brinjikji, Waleed , Kallmes, David F. , Garrard, James William , Zarrintan, Armin , Brinjikji, Waleed , Joly, Olivier , Rabinstein, Alejandro A. , Huynh, Thien

Mayo Clinic

Journal of NeuroInterventional Surgery | December 18, 2024 | Volume: 18 | Issue: 1 | Pages: 149-154

10.1136/jnis-2024-022501 | PMID 39694810 Get It

Background Identifying eloquent regions associated with poor outcomes based on CT perfusion (CTP) may help inform personalized decisions on selection for endovascular therapy (EVT) in patients with large vessel occlusion (LVO) ischemic stroke. This study aimed to characterize the relationship between CTP-defined hypoperfusion and National Institutes of Health Stroke Scale (NIHSS) subitem deficits. Methods Patients with anterior circulation LVO, baseline CTP, itemized NIHSS at presentation and 24 hours were included. CTP was analyzed using e-CTP (Brainomix, UK). Time to maximal contrast (Tmax) prolongation was defined as >6 s, and penumbra as the difference between Tmax and ischemic core (relative cerebral blood flow<30%). Voxel-lesion-symptom mapping was performed using sparse canonical correlation analysis. For each NIHSS subitem, and total NIHSS, the associations were plotted between Tmax voxels with baseline NIHSS, and penumbra voxels with delta NIHSS (24 hours minus baseline). Results This study included 171 patients. Total NIHSS was predicted by hypoperfusion in left frontal cortex and subcortical white matter tracts. Voxels associated with neurological recovery were symmetrical and subcortical. Limb deficits were associated with respective motor cortex regions and descending motor tracts, with negative correlation within the contralateral hemispheres. A similar but smaller cluster of voxels within the penumbra was associated with NIHSS improvement. Language impairment correlated with left frontal cortex and superior temporal gyrus voxels. With the exception of dysarthria, significant associations were observed and more diffusely distributed in all other NIHSS subitems. Conclusions These results demonstrate the feasibility of hypoperfusion-to-symptom mapping in LVO. Symptom-based mapping from presenting imaging could refine treatment decisions targeting specific neurological deficits.
What can we learn from machine learning studies on flow diverter aneurysm embolization? A systematic review
Bayraktar, Esref Alperen , Cortese, Jonathan , Jabal, Mohamed Sobhi , Ghozy, Sherief , Orscelik, Atakan , Bilgin, Cem , Kadirvel, Ramanathan , Brinjikji, Waleed , Kallmes, David F, Ghozy, Sherief , Orscelik, Atakan , Cortese, Jonathan , Bayraktar, Esref Alperen , Kallmes, David F.

Mayo Clinic

Journal of NeuroInterventional Surgery | December 18, 2024 | Volume: 17 | Issue: 11 | Pages: 1168-1173

10.1136/jnis-2024-022147 | PMID 39694806 Get It

Background As the use of flow diverters has expanded in recent years, predicting successful outcomes has become more challenging for certain aneurysms. Objective To provide neurointerventionalists with an understanding of the available machine learning algorithms for predicting the success of flow diverters in occluding aneurysms. Methods This study followed Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines, and the four major medical databases (PubMed, Embase, Scopus, Web of Science) were screened. The study included original research articles that evaluated the predictive abilities of various machine learning algorithms for determining the success of flow diverters in achieving aneurysm occlusion. Results Five studies out of 217 were included based on our criteria. The included studies used various variables (patient demographics, aneurysm and parent artery characteristics, flow diverter and hemodynamic-related features, and angiographic parametric imaging) to predict flow diverter treatment outcomes. The machine learning algorithms used, along with their respective accuracy rates, were as follows: logistic regression (61% and 85%), support vector machine (88%), Gaussian support vector machine (90%), linear support vector machine (85%), decision tree (80%), random forest (87%), k-nearest neighbors (83% and 85%), XGBoost (87%), CatBoost (86%), deep neural networks (77.9%), and recurrent neural networks (74%).Two studies trained the machine learning models with both all features and the most significant features. Both studies observed that the accuracy of machine learning models decreased by removing the insignificant features. Conclusion The current literature indicates that machine learning algorithms can be trained to predict the success of flow diverters with an accuracy of up to 90%.
Macrowire for intracranial thrombectomy: An early experience of a new device and technique for anterior circulation large vessel occlusion stroke
Limaye, Kaustubh , Kasab, Sami Al , Dolia, Jaydevsinh , Ezzeldin, Mohamad , Duarte, Daniel Vela, Doss, Vinodh T , Spiotta, Alejandro M , Asi, Khaled, Yavagal, Dileep R. , Jones, Jesse , Tanweer, Omar , Brinjikji, Waleed , Dolia, Jaidevsinh , Hassan, Ameer E , Jones, Jesse , Limaye, Kaustubh , Vela‐Duarte, Daniel , Lahoti, Sourabh A. , Hasan, David , Saini, Vasu A , Mehta, Tapan , Hassan, Ameer E , Haussen, Diogo C

Mayo Clinic

Interventional Neuroradiology | December 18, 2024 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.1177/15910199241308328 | PMID 39692535 Get It

Background and Purpose Mechanical thrombectomy (MT) has become the standard of care for treatment of acute ischemic stroke secondary to large vessel occlusion up to 24 h from the last known normal time. With ADAPT and SOLUMBRA techniques, classically, a large bore aspiration catheter is delivered over a microcatheter and microwire crossing the clot to perform thrombectomy. Recently, a novel macrowire (Colossus 035 in.) has been introduced as a potential alternative to the use of microwire-microcatheter to allow the delivery of the aspiration catheter (ID = 0.070 in. up to 0.088 in.) over a macrowire alone. Objective To test the feasibility of delivering an aspiration catheter to clot interface over a macrowire alone. Materials and Methods A retrospective evaluation of prospectively maintained Macrowire for Intracranial Thrombectomy (MINT) Registry where this novel technique was utilized for thrombectomy. Consecutive patients undergoing MT using the MINT technique were included. We collected baseline demographics, imaging and clinical characteristics, rate of procedural success, conversion to traditional MT, and complications. Results Fifty consecutive patients were recruited during the initial 4 months of the larger study duration. The aspiration catheter was able to be advanced to the clot interface successfully in 46/50 (92%) using the MINT technique. Median time from vascular access to the first pass was 11.30 min (IQR = 7.45–14.30 min) and successful thrombectomy was 14 min (IQR = 10–22.15). The modified first-pass effect with this procedure was 71%. One vasospasm was reported as a procedural complication. Conclusions MINT is safe and feasible for large vessel occlusion recanalization based on our initial clinical experience in this multicenter study.