[HTML][HTML] Software with artificial intelligence-derived algorithms for analysing CT brain scans in people with a suspected acute stroke: a systematic review and cost …

M Westwood, B Ramaekers, S Grimm… - Health Technology …, 2024 - ncbi.nlm.nih.gov
BACKGROUND Artificial intelligence-derived software technologies have been developed
that are intended to facilitate the review of computed tomography brain scans in patients with …

[HTML][HTML] SCANED: Siamese collateral assessment network for evaluation of collaterals from ischemic damage

M Aktar, Y Xiao, AKZ Tehrani, D Tampieri… - … Medical Imaging and …, 2024 - Elsevier
This study conducts collateral evaluation from ischemic damage using a deep learning-
based Siamese network, addressing the challenges associated with a small and …

Using Deep-Learning-Based Artificial Intelligence Technique to Automatically Evaluate the Collateral Status of Multiphase CTA in Acute Ischemic Stroke

CC Huang, HF Chiang, CC Hsieh, CL Chou, ZY Jhou… - Tomography, 2023 - mdpi.com
Background: Collateral status is an important predictor for the outcome of acute ischemic
stroke with large vessel occlusion. Multiphase computed-tomography angiography (mCTA) …

Deep learning for collateral evaluation in ischemic stroke with imbalanced data

M Aktar, J Reyes, D Tampieri, H Rivaz, Y Xiao… - International Journal of …, 2023 - Springer
Purpose Collateral evaluation is typically done using visual inspection of cerebral images
and thus suffers from intra-and inter-rater variability. Large open databases of ischemic …

Diagnostic performance of an algorithm for automated collateral scoring on computed tomography angiography

L Wolff, SM Uniken Venema, SPR Luijten… - European …, 2022 - Springer
Objectives Outcome of endovascular treatment in acute ischemic stroke patients depends on
collateral circulation to provide blood supply to the ischemic territory. We evaluated the …

[PDF][PDF] Brain cone beam computed tomography image analysis using ResNet50 for collateral circulation classification.

NH Ali, AR Abdullah, NM Saad… - International Journal of …, 2023 - researchgate.net
Treatment of stroke patients can be effectively carried out with the help of collateral
circulation performance. Collateral circulation scoring as it is now used is dependent on …

Collateral capacity assessment: robustness and interobserver agreement of two grading scales and agreement with quantitative scoring

W Yang, J Soomro, IGH Jansen, A Venkatesh… - Clinical …, 2023 - Springer
Abstract Background and Purpose Intracranial collateral capacity is conducive to imply
parenchymal perfusion of affected territory after acute vessel occlusion. The Tan collateral …

Automated CT angiography collateral scoring in anterior large vessel occlusion stroke: A multireader study

MS Jabal, DF Kallmes, G Harston… - Interventional …, 2023 - journals.sagepub.com
Background Computed tomography (CT) angiography collateral score (CTA-CS) is an
important clinical outcome predictor following mechanical thrombectomy for ischemic stroke …

Artificial intelligence applications in acute ischemic stroke

Y Cui, D Han, R Fan, Y Xiao, L Fan, S Liu - Chinese Journal of Academic …, 2023 - Springer
Acute ischemic stroke (AIS) accounts for more than half of stroke cases and results in severe
outcomes from physical disabilities, mental disorders to death. Timely treatment could save …

CCA4CTA: A Hybrid Attention Mechanism based Convolutional Network for Analysing Collateral Circulation via Multi-phase Cranial CTA

D Tan, J Wang, R Yao, J Liu, J Wu… - 2022 IEEE …, 2022 - ieeexplore.ieee.org
The degree of establishment of cerebrovascular collateral circulation is closely related to the
prognosis of patients with acute ischemic stroke, but the evaluation of collateral circulation …