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Mashup Score: 7Can CTA-based Machine Learning Identify Patients for Whom Successful Endovascular Stroke Therapy is Insufficient? - 16 day(s) ago
BACKGROUND AND PURPOSE: Despite advances in endovascular stroke therapy (EST) devices and techniques, many patients are left with substantial disability, even if the final infarct volumes (FIVs) remain small. Here, we evaluate the performance of a machine learning (ML) approach using pre-treatment CT angiography (CTA) to identify this cohort of patients that may benefit from additional interventions. MATERIALS AND METHODS: We identified consecutive large vessel occlusion (LVO) acute ischemic stroke (AIS) subjects who underwent EST with successful reperfusion in a multicenter prospective registry cohort. We included only subjects with FIV<30mL and recorded 90-day outcome (modified Rankin scale, mRS). A deep learning model was pre-trained and then fine-tuned to predict 90-day mRS 0-2 using pre-treatment CTA images (DSN-CTA model). The primary outcome was the predictive performance of the DSNCTA model compared to a logistic regression model with clinical variables, measured by the area un
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Mashup Score: 57T MR Angiography for Distinguishing Small Intracranial Aneurysms from Variant Anatomy: Protocols and Impact - 19 day(s) ago
BACKGROUND AND PURPOSE: Unruptured intracranial aneurysms are increasingly detected on noninvasive imaging, but false positives from limited resolution can lead to unnecessary anxiety, follow-up, and invasive procedures. We investigated multiple 7T MRA sequences for their ability to reduce aneurysm overdiagnosis by differentiating them from variant anatomy. We also evaluated which characteristics of suspected aneurysms were associated with a greater likelihood of diagnostic reversal by 7T MRA and estimated the resulting impact on imaging utilization and cost. MATERIALS AND METHODS: In this retrospective study, 41 suspected aneurysms in 34 patients who underwent 7T MRA over a 22-month period were evaluated using three sequences: conventional TOF, a compressed sensing version of TOF with improved spatial resolution, and contrast-enhanced MRA. Patient demographics, aneurysm size, and prior imaging modality were recorded. Two neuroradiologists assessed each lesion for reclassification as a
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Mashup Score: 5Long term stent patency and revascularization rates after emergent carotid stenting during stroke thrombectomy - 2 month(s) ago
BACKGROUND AND PURPOSE: Emergent carotid artery stenting (eCAS) performed during endovascular treatment (EVT) for acute ischemic stroke (AIS) is associated with increased rates of stent thrombosis. Very limited data is available regarding long-term carotid stent patency or target lesion revascularization (TLR) rates beyond the first 24 hours post EVT. MATERIALS AND METHODS: We retrospectively analyzed a prospectively maintained stroke EVT database at Strasbourg University Hospitals, including all consecutive patients treated with eCAS during EVT for AIS with tandem lesions (TL) or isolated carotid artery occlusion (ICAO), between November 2009–September 2024. RESULTS: A total of 220 patients were included in the study, of which 207 TL and 13 ICAO. Stent occlusion or severe stenosis at 24 hours was observed in 8.6% of cases. Follow-up imaging beyond day 1 (median 112 days, IQR 30-216) revealed two additional cases of stent occlusion (1.3%) at day 4 and 5. In-stent restenosis (at least 5
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Mashup Score: 6Remote Robotic Neurointervention: Overcoming Procedural and Connectivity Challenges - 3 month(s) ago
BACKGROUND AND PURPOSE: Access to endovascular interventions for neurointerventional procedures remains concentrated in metropolitan centers, limiting availability in smaller cities, rural regions, and developing nations. The feasibility of remote robotic intervention faces several challenges, including enabling full robotic navigation, managing contrast injection, and maintaining stable network connectivity. This study addresses these key obstacles. METHODS: A robotic system was deployed at the Translational Research Imaging Center (TRIC) lab at UCLA. Connectivity was assessed both before and during the procedures. Five remote Neurointerventionalists operated four devices—two novel steerable catheters, one off-the-shelf microcatheter, and one guidewire—from femoral access to the middle cerebral artery (MCA) in a silicone vascular model. Radiopaque contrast injections were performed, and audiovisual communication was maintained throughout. Connectivity metrics, including round-trip tim
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Mashup Score: 6Simultaneous Multiparametric Estimation of Arteriovenous Malformations Hemodynamics Using MR Fingerprinting ASL (MRF-ASL) - 3 month(s) ago
BACKGROUND AND PURPOSE: Accurate hemodynamic characterization of cerebral AVMs is critical for treatment planning, risk stratification, and post-treatment monitoring but remains challenging due to their abnormal angioarchitecture. MR-fingerprinting (MRF) arterial-spin-labeling (ASL) is a novel, non-invasive technique that enables simultaneous quantification of cerebral blood flow (CBF), arterial cerebral blood volume (aCBV), and bolus arrival time (BAT) within a single 5-minute scan. This study evaluates the feasibility of MRF-ASL in assessing AVM hemodynamics and compares its sensitivity for AVM detection with CBF measurements obtained using single-delay pseudo-continuous ASL (pCASL). MATERIALS AND METHODS: Patients with DSA-confirmed AVMs were scanned on a 3T MRI system. Imaging protocols included MRFASL, standard single-delay pCASL, and T2-weighted MRI. MRF-ASL simultaneously derived CBF, aCBV, and BAT, with CBF estimated using two kinetic models: a one-compartment model, which refl
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Mashup Score: 18Characterizing liquid embolic distribution and its impact on chronic subdural hematoma outcomes following middle meningeal artery embolization - 3 month(s) ago
BACKGROUND AND PURPOSE: The non-contrast CT (NCCT) appearance of liquid embolic material post-middle meningeal artery embolization (MMAE) for chronic subdural hematomas (cSDH) is poorly described. We aimed to categorize the spectrum of post-procedural liquid embolic distribution and determine whether embolic penetration impacts resorption. MATERIALS AND METHODS: We retrospectively reviewed patients with cSDH >5 mm at a single institution from 2019-2024. Patients with <1 month of follow-up imaging or embolization with coils or particles were excluded. Embolic membrane penetration during angiography was recorded, and the postprocedural appearance of embolic material was classified. Regression analyses were performed to assess if specific embolic distributions were associated with greater resorption. RESULTS: Eighty-eight patients (73.9% male; mean age 73.5±11.2 years) with 109 unilateral cSDHs were included. Membrane penetration occurred in 39 cases (35.8%). On follow-up NCCT, liquid emb
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Mashup Score: 48Middle meningeal artery embolization for non-acute subdural hematoma: a meta-analysis of large randomized controlled trials - 3 month(s) ago
BACKGROUND: Middle meningeal artery embolization (MMAE) has emerged as a novel treatment for non-acute subdural hematoma (SDH), particularly for reducing the risk of SDH recurrence. Recently, five randomized controlled trials (RCT) of MMAE as an adjunct to conventional management (surgical or observant) have concluded their investigation and reported their outcomes. PURPOSE: To synthesize trial results to provide more definitive guidance on the role of MMAE in the management of non-acute SDH. DATA SOURCES: MEDLINE database from inception up to November 23, 2024. English-language clinical articles reporting large randomized controlled trials (n=100 or more) investigating the efficacy and safety of MMAE for non-acute subdural hematoma patients were identified. STUDY SELECTION: Five trials were identified – EMBOLISE, STEM, MAGIC-MT, EMPROTECT, and MEMBRANE. DATA ANALYSIS: The primary efficacy endpoint was SDH treatment failure (broadly defined as SDH recurrence or requirement of surgical
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Mashup Score: 14Large core trial: State of Practice - 4 month(s) ago
Background: This review critically analyzed recent publications on large-core Randomized Controlled Trials (RCTs). Six RCTs demonstrated the superiority of mechanical thrombectomy over the best medical treatment in patients with low ASPECTs. However, the use of ASPECTs to define the ischemic core has limitations in detecting ischemic changes beyond the middle cerebral artery (MCA) territory. This review evaluates the implications of this choice on the external validity of the trials. Methods: The study evaluated ASPECTS reliability by examining the anatomical details of occlusion location, collateral blood flow, and perfusion imaging. An analysis comparing the HERMES collaboration with six RCTs on large-core infarcts was conducted to investigate how the occlusion site affects infarct size and salvageable brain tissue, as well as to support pathophysiological assessment. Key Message: RCTs indicated a trend toward more proximal occlusions in large-core trials compared to HERMES collabora
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Mashup Score: 1In Vitro Assessment of Vascular Injury following Stent Retriever Retraction in Clinically Relevant Endothelialized Silicone Models - 5 month(s) ago
SUMMARY: Mechanical thrombectomy devices have potential to injure the vessel during treatment of acute ischemic stroke. The goal of the current work was to tailor in vitro endothelialized silicone models for stent retriever assessment and to evaluate endothelial injury following treatment by various stent retriever designs and sizes. Clinically relevant neurovascular geometries were first modeled out of silicone, then sterilized, coated with fibronectin, placed in bioreactors, seeded with human endothelial cells, and cultivated under flow. Several sizes of 2 different commercially available stent retrievers were then deployed in, and retracted through, vessels. Vessels were immediately harvested and stained. Endothelial injury, identified as denudation, was quantified by using ImageJ. Results illustrated that endothelial injury ranged from 16%–18% in wire/microcatheter-only treated vessels, 37%–61% in 1-pass treatments, and 52%–70% in 2-pass treatments. Overall, this work showcases an
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Mashup Score: 1Incidence and Risk Factors of Contrast-Induced Sialadenitis after Therapeutic Neuroendovascular Procedures - 5 month(s) ago
BACKGROUND AND PURPOSE: Swelling of the salivary glands, known as contrast-induced sialadenitis (CIS), is an adverse reaction to iodide contrast agents. However, the incidence and risk factors of CIS after therapeutic neuroendovascular procedures have not yet been established. MATERIALS AND METHODS: Demographic and procedural factors that may influence the development of CIS were retrospectively analyzed to identify the incidence and risk factors of this condition. A total of 780 patients who underwent therapeutic neuroendovascular procedures between January 1, 2022 and December 31, 2022 were investigated. The risk factors affecting CIS were analyzed by using multivariate logistic regression, and the quantitative degree of association between the volume of contrast administered and occurrence of CIS was determined by using the receiver operating characteristic (ROC) curve. RESULTS: The incidence of CIS after therapeutic neuroendovascular procedures was 4.2%. Multivariate logistic regre
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Can CTA-based Machine Learning Identify Patients for Whom Successful Endovascular Stroke Therapy is Insufficient? https://t.co/2nll285BA3