scholarly journals Automatic Detection of CT Perfusion Datasets Unsuitable for Analysis due to Head Movement of Acute Ischemic Stroke Patients

2014 ◽  
Vol 5 (1) ◽  
pp. 67-78 ◽  
Author(s):  
Fahmi Fahmi ◽  
Henk Marquering ◽  
Geert Streekstra ◽  
Ludo Beenen ◽  
Natasja Janssen ◽  
...  
Keyword(s):  
Ischemic Stroke ◽  
Acute Ischemic Stroke ◽  
Head Movement ◽  
Ct Perfusion ◽  
Automatic Detection ◽  
Stroke Patients

Abstract 1122‐000034: Systematic CT‐Perfusion acquisition in All Suspected Stroke Patients Increases Vascular Occlusion Detection and Thrombectomy Rates

2021 ◽  
Vol 1 (S1) ◽  
Author(s):  
Marta Olive‐Gadea ◽  
Manuel Requena ◽  
Facundo Diaz ◽  
Alvaro Garcia‐Tornel ◽  
Marta Rubiera ◽  
...  
Keyword(s):  
Ischemic Stroke ◽  
Acute Ischemic Stroke ◽  
Clinical Symptoms ◽  
Ct Perfusion ◽  
False Negative ◽  
False Negative Rate ◽  
Vascular Occlusion ◽  
Stroke Patients ◽  
Imaging Protocols ◽  
The Impact

Introduction : In acute ischemic stroke patients, current guidelines recommend noninvasive vascular imaging to identify intracranial vessel occlusions (VO) that may benefit from endovascular treatment (EVT). However, VO can be missed in CT angiography (CTA) readings. We aim to evaluate the impact of consistently including CT perfusion (CTP) in admission stroke imaging protocols on VO diagnosis and EVT rates. Methods : We included patients with a suspected acute ischemic stroke that underwent urgent non‐contrast CT, CTA and CTP from April to October 2020. Hypoperfusion areas defined by Tmax>6s delay (RAPID software), congruent with the clinical symptoms and a vascular territory, were considered due to a VO (CTP‐VO). Cases in which mechanical thrombectomy was performed were defined as therapeutically relevant VO (EVT‐VO). For patients that received EVT, site of VO according to digital subtraction angiography was recorded. Two experienced neuroradiologists blinded to CTP but not to clinical symptoms, retrospectively evaluated NCCT and CTA to identify intracranial VO (CTA‐VO). We analyzed CTA‐VO sensitivity and specificity at detecting CTP‐VO and EVT‐VO respecitvely. We performed a logistic regression to test the association of Tmax>6s volumes with CTA‐VO identification and indication of EVT. Results : Of the 338 patients included in the analysis, 157 (46.5%) presented a CTP‐VO, (median Tmax>6s: 73 [29‐127] ml). CTA‐VO was identified in 83 (24.5%) of the cases. Overall CTA‐VO sensitivity for the detection of CTP‐VO was 50.3% and specificity was 97.8%. Higher hypoperfusion volume was associated with an increased CTA‐VO detection, with an odds ratio of 1.03 (95% confidence interval 1.02‐1.04) (figure). DSA was indicated in 107 patients; in 4 of them no EVT was attempted due to recanalization or a too distal VO in the first angiographic run. EVT was performed in 103 patients (30.5%. Tmax>6s: 102 [63‐160] ml), representing 65.6% of all CTP‐VO. Overall CTA‐VO sensitivity for the detection of EVT‐VO was 69.9%. The CTA‐VO sensitivity for detecting patients with indication of EVT according to clinical guidelines was as follows: 91.7% for ICA occlusions and 84.4% for M1‐MCA occlusions. For all other occlusion sites that received EVT, the CTA‐VO sensitivity was 36.1%. The overall specificity was 95.3%. Among patients who received EVT, CTA‐VO was not detected in 31 cases, resulting in a false negative rate of 30.1%. False negative CTA‐VO cases had lower Tmax>6s volumes (69[46‐99.5] vs 126[84‐169.5]ml, p<0.001) and lower NIHSS (13[8.5‐16] vs 17[14‐21], p<0.001). Conclusions : Systematically including CTP perfusion in the acute stroke admission imaging protocols may increase the diagnosis of VO and rate of EVT.

scholarly journals Assessing the Relative Value of CT Perfusion Compared to Non-contrast CT and CT Angiography in Prognosticating Reperfusion-Eligible Acute Ischemic Stroke Patients

2021 ◽  
Vol 12 ◽  
Author(s):  
Andrew Bivard ◽  
Christopher Levi ◽  
Longting Lin ◽  
Xin Cheng ◽  
Richard Aviv ◽  
...  
Keyword(s):  
Ischemic Stroke ◽  
Acute Ischemic Stroke ◽  
Ct Angiography ◽  
Predictive Accuracy ◽  
Ct Perfusion ◽  
Imaging Modality ◽  
Characteristic Curve ◽  
Treatment Decision ◽  
Receiver Operator Characteristic Curve ◽  
Stroke Patients

In the present study we sought to measure the relative statistical value of various multimodal CT protocols at identifying treatment responsiveness in patients being considered for thrombolysis. We used a prospectively collected cohort of acute ischemic stroke patients being assessed for IV-alteplase, who had CT-perfusion (CTP) and CT-angiography (CTA) before a treatment decision. Linear regression and receiver operator characteristic curve analysis were performed to measure the prognostic value of models incorporating each imaging modality. One thousand five hundred and sixty-two sub-4.5 h ischemic stroke patients were included in this study. A model including clinical variables, alteplase treatment, and NCCT ASPECTS was weak (R2 0.067, P &lt; 0.001, AUC 0.605) at predicting 90 day mRS. A second model, including dynamic CTA variables (collateral grade, occlusion severity) showed better predictive accuracy for patient outcome (R2 0.381, P &lt; 0.001, AUC 0.781). A third model incorporating CTP variables showed very high predictive accuracy (R2 0.488, P &lt; 0.001, AUC 0.899). Combining all three imaging modalities variables also showed good predictive accuracy for outcome but did not improve on the CTP model (R2 0.439, P &lt; 0.001, AUC 0.825). CT perfusion predicts patient outcomes from alteplase therapy more accurately than models incorporating NCCT and/or CT angiography. This data has implications for artificial intelligence or machine learning models.

What is the impact of head movement on automated CT perfusion mismatch evaluation in acute ischemic stroke?

2021 ◽  
pp. neurintsurg-2021-017510
Author(s):  
Arne Potreck ◽  
Fatih Seker ◽  
Matthias Anthony Mutke ◽  
Charlotte Sabine Weyland ◽  
Christian Herweh ◽  
...  
Keyword(s):  
Ischemic Stroke ◽  
Acute Ischemic Stroke ◽  
Head Movement ◽  
Ct Perfusion ◽  
Treatment Decision ◽  
Brain Perfusion ◽  
Left Middle Cerebral Artery ◽  
Ct Scanner ◽  
Infarct Core ◽  
The Impact

ObjectivesAutomated CT perfusion mismatch assessment is an established treatment decision tool in acute ischemic stroke. However, the reliability of this method in patients with head motion is unclear. We therefore sought to evaluate the influence of head movement on automated CT perfusion mismatch evaluation.MethodsUsing a realistic CT brain-perfusion-phantom, 7 perfusion mismatch scenarios were simulated within the left middle cerebral artery territory. Real CT noise and artificial head movement were added. Thereafter, ischemic core, penumbra volumes and mismatch ratios were evaluated using an automated mismatch analysis software (RAPID, iSchemaView) and compared with ground truth simulated values.ResultsWhile CT scanner noise alone had only a minor impact on mismatch evaluation, a tendency towards smaller infarct core estimates (mean difference of −5.3 (−14 to 3.5) mL for subtle head movement and −7.0 (−14.7 to 0.7) mL for strong head movement), larger penumbral estimates (+9.9 (−25 to 44) mL and +35 (−14 to 85) mL, respectively) and consequently larger mismatch ratios (+0.8 (−1.5 to 3.0) for subtle head movement and +1.9 (−1.3 to 5.1) for strong head movement) were noted in dependence of patient head movement.ConclusionsMotion during CT perfusion acquisition influences automated mismatch evaluation. Potentially treatment-relevant changes in mismatch classifications in dependence of head movement were observed and occurred in favor of mechanical thrombectomy.

P-027 Standard CT/CTA versus CT perfusion rapid selection of acute ischemic stroke patients for mechanical thrombectomy in early presentations

2018 ◽  
Author(s):  
M Darwish ◽  
P Golnari ◽  
A Muzaffar ◽  
A Shaibani ◽  
M Hurley ◽  
...  
Keyword(s):  
Ischemic Stroke ◽  
Acute Ischemic Stroke ◽  
Mechanical Thrombectomy ◽  
Ct Perfusion ◽  
Stroke Patients ◽  
Selection Of

scholarly journals Intravenous thrombolysis in acute ischemic stroke patients with negative CT perfusion: a case series

2014 ◽  
Vol 3 (7) ◽  
pp. 204798161454321
Author(s):  
Ratnesh Mehra ◽  
Chiu Yuen To ◽  
Omar Qahwash ◽  
Boyd Richards ◽  
Richard D Fessler
Keyword(s):  
Ischemic Stroke ◽  
Acute Ischemic Stroke ◽  
Ct Perfusion ◽  
Case Series ◽  
Intravenous Thrombolysis ◽  
Hemorrhagic Transformation ◽  
Tissue Type ◽  
Stroke Patients ◽  
Radiographic Findings ◽  
Type Plasminogen Activator

Background Computed tomography perfusion (CTP) is a commonly used modality of neurophysiologic imaging to aid the selection of acute ischemic stroke patients for neuroendovascular intervention by identifying the presence of penumbra versus infarcted brain tissue. However many patients present with evidence of cerebral ischemia with normal CTP, and in that case, should intravenous thrombolytics be given? Purpose To demonstrate if tissue-type plasminogen activator (tPA)-eligible stroke patients without perfusion defects demonstrated on CTP would benefit from administration of intravenous thrombolytics. Material and Methods We retrospectively identified patients presenting with acute ischemic symptoms who received intravenous tPA (IV-tPA) from January to June 2012 without a perfusion defect on CTP. Clinical and radiographic findings including the NIHSS at presentation, 24 h, and at discharge, symptomatic and asymptomatic hemorrhagic transformation, and the modified Rankin score at 30 days were collected. A reduction of NIHSS of greater than 4 points or resolution of symptoms was considered significant. Results Seventeen patients were identified with a mean NIHSS of 8.2 prior to administration of intravenous thrombolytics, 3.5 after 24 h, and 2.5 at discharge. Among them, 13 patients had significant improvement of NIHSS with a mean reduction of 6.15 points at 24 h. One patient initially improved but had delayed hemorrhagic transformation and died. Two patients had improvement in NIHSS but were not significant and two patients had increased in NIHSS at 24 h, although one eventually improved at discharge. There was no asymptomatic hemorrhagic transformation. Mean mRS at 3 months is 1.76. Conclusion The failure to identify a perfusion deficit by CTP should not be used as a contraindication for intravenous thrombolytics. Criteria for administration of intravenous thrombolytics should still be based on time from symptom onset as previously published by NINDS.

Abstract WMP15: A Simple Tool to Predict Target Mismatch in Ischemic Stroke Patients with Anterior Circulation Occlusion

Stroke ◽  
2017 ◽  
Vol 48 (suppl_1) ◽  
Author(s):  
Adam de Havenon ◽  
Steve O’Donnell ◽  
Alex Linn ◽  
Scott McNally ◽  
Bailey Dunleavy ◽  
...  
Keyword(s):  
Ischemic Stroke ◽  
Acute Ischemic Stroke ◽  
Perfusion Imaging ◽  
Time Window ◽  
Ct Perfusion ◽  
Volumetric Analysis ◽  
Stroke Patients ◽  
Anterior Circulation ◽  
Ct Angiogram

Introduction: The efficacy of endovascular thrombectomy in an extended time window for acute ischemic stroke patients with Target Mismatch (TM) on perfusion imaging was shown in a recent study and the ongoing DEFUSE-3 trial is studying thrombectomy in a 6-16 hour window for TM patients. A limitation of TM is that perfusion imaging is not widely available. We sought to identify a tool to predict TM based on clinical factors and CT angiogram (CTA) imaging, which is available at most hospitals. Methods: We reviewed acute ischemic stroke patients from 2010-2014 with proximal middle cerebral artery occlusion, CTA and CT perfusion (CTP) at hospital admission. TM was identified on CTP using the Olea Sphere volumetric analysis software with Bayesian deconvolution. TM was defined by the DEFUSE-3 criteria. ASPECTS was derived from the non-contrast CT head and the CTA source images (CTA-ASPECTS). Two collateral scores were derived from CTA source images. Results: 61 patients met inclusion criteria. The mean±SD age was 61±18 years and 61% were male. Mean NIH Stroke Scale (NIHSS) was 14.1±8.0 and median (IQR) follow-up modified Rankin Scale was 3 (1,6). TM was present in 35/61 (57%), who had lower mRS at follow-up (z=3.5, p<0.001). The predictor variables are shown in Table 1. The best combination of predictors was CTA-ASPECTS >4 and NIHSS <16, which had a sensitivity of 80% and specificity of 85% for TM (Figure 1). Discussion: We report a reliable, accessible, and clinically useful tool for predicting TM. This score warrants further study as a tool to guide transfer decisions from primary or secondary stroke centers to tertiary centers where endovascular intervention would be possible for selected patients.

Abstract 116: Conventional and Automated Aspects vs. Ct Perfusion Core Volume to Predict Functional Outcome in Reperfused Acute Ischemic Stroke Patients Undergoing Endovascular Therapy

Stroke ◽  
2018 ◽  
Vol 49 (Suppl_1) ◽  
Author(s):  
Jelle DEMEESTERE ◽  
Lauranne Scheldeman ◽  
Sandra Cornelissen ◽  
Sam Heye ◽  
Soren Christensen ◽  
...  
Keyword(s):  
Ischemic Stroke ◽  
Acute Ischemic Stroke ◽  
Functional Outcome ◽  
Endovascular Therapy ◽  
Ct Perfusion ◽  
Stroke Patients ◽  
Core Volume

Scoring of Middle Cerebral Artery Collaterals Predicts RAPID CT-Perfusion Analysis and Short-Term Outcomes in Acute Ischemic Stroke Patients Undergoing Thrombectomy

2020 ◽  
Vol 135 ◽  
pp. e494-e499
Author(s):  
Varun S. Shah ◽  
Ryan G. Eaton ◽  
Santino Cua ◽  
David Dornbos ◽  
Nguyen Hoang ◽  
...  
Keyword(s):  
Ischemic Stroke ◽  
Middle Cerebral Artery ◽  
Acute Ischemic Stroke ◽  
Cerebral Artery ◽  
Ct Perfusion ◽  
Stroke Patients ◽  
Short Term

scholarly journals Multimodal Computed Tomography in Acute Ischemic Stroke

US Neurology ◽  
2010 ◽  
Vol 06 (01) ◽  
pp. 50 ◽  
Author(s):  
Sachin Rastogi ◽  
David S Liebeskind ◽  
◽  
Keyword(s):  
Computed Tomography ◽  
Ischemic Stroke ◽  
Acute Ischemic Stroke ◽  
Ct Perfusion ◽  
Vascular Occlusion ◽  
Vascular Pathology ◽  
Stroke Patients ◽  
Infarct Core ◽  
Head Ct ◽  
Ct Angiogram

Stroke is the third leading cause of death in the US, affecting 795,000 individuals annually. Currently, only a small percentage of acute stroke patients receive thrombolytic treatment. A significant limitation is the current use of strict time criteria in the decision to treat. As there are significant interindividual variations in response to an acute vascular occlusion, the goal of modern imaging such as multimodal computed tomography (CT) is to rapidly identify acute ischemic stroke patients and determine which patients are likely to benefit from treatment based on tissue perfusion status rather than time of presentation alone. Multimodal CT consists of a non-contrast head CT, CT angiogram (CTA) of the head and neck, and CT perfusion (CTP). The non-contrast head CT allows rapid triage of a patient with hemorrhagic versus ischemic stroke. The CTA allows identification of the site of vascular pathology with similar quality to digital subtraction angiography. The CTP scan allows for determination of the infarct core and surrounding ischemic penumbra, which remains at risk for infarction if perfusion is not restored. This allows the potential to prospectively treat only those patients likely to benefit from thrombolysis while protecting those patients unlikely to benefit from the risks associated with treatment.

Sign in / Sign up

Export Citation Format

Share Document