Mind the Clot: Automated LVO Detection on CTA Using Deep Learning
Globally, stroke is a leading cause of death and disability, and accurate and timely diagnosis
of large vessel occlusion (LVO) is essential for positive outcomes. We present our robust …
of large vessel occlusion (LVO) is essential for positive outcomes. We present our robust …
Strategies to combine 3D vasculature and brain CTA with deep neural networks: Application to LVO
Automated tools to detect large vessel occlusion (LVO) in acute ischemic stroke patients
using brain computed tomography angiography (CTA) have been shown to reduce the time …
using brain computed tomography angiography (CTA) have been shown to reduce the time …
Head-to-head comparison of commercial artificial intelligence solutions for detection of large vessel occlusion at a comprehensive stroke center
Purpose Despite the availability of commercial artificial intelligence (AI) tools for large vessel
occlusion (LVO) detection, there is paucity of data comparing traditional machine learning …
occlusion (LVO) detection, there is paucity of data comparing traditional machine learning …
Detecting large vessel occlusion at multiphase CT angiography by using a deep convolutional neural network
MT Stib, J Vasquez, MP Dong, YH Kim, SS Subzwari… - Radiology, 2020 - pubs.rsna.org
Background Large vessel occlusion (LVO) stroke is one of the most time-sensitive
diagnoses in medicine and requires emergent endovascular therapy to reduce morbidity …
diagnoses in medicine and requires emergent endovascular therapy to reduce morbidity …
Deep learning-assisted diagnosis of large vessel occlusion in acute ischemic stroke based on four-dimensional computed tomography angiography
Y Peng, J Liu, R Yao, J Wu, J Li, L Dai, S Gu… - Frontiers in …, 2024 - frontiersin.org
Purpose To develop deep learning models based on four-dimensional computed
tomography angiography (4D-CTA) images for automatic detection of large vessel occlusion …
tomography angiography (4D-CTA) images for automatic detection of large vessel occlusion …
Image level detection of large vessel occlusion on 4D-CTA perfusion data using deep learning in acute stroke
Objectives Automated image-level detection of large vessel occlusions (LVO) could expedite
patient triage for mechanical thrombectomy. A few studies have previously attempted LVO …
patient triage for mechanical thrombectomy. A few studies have previously attempted LVO …
Mbh-net: Multi-branch hybrid network with auxiliary attention guidance for large vessel occlusion detection
R Yao, D Tan, Y Yang, Y Li, J Liu, J Wu… - 2022 IEEE …, 2022 - ieeexplore.ieee.org
Acute ischemic stroke (AIS) caused by large vessel occlusion (LVO) has high disability and
mortality. However, due to the individual differences of physiological structure and …
mortality. However, due to the individual differences of physiological structure and …
Automated hierarchy evaluation system of large vessel occlusion in acute ischemia stroke
Background The detection of large vessel occlusion (LVO) plays a critical role in the
diagnosis and treatment of acute ischemic stroke (AIS). Identifying LVO in the pre-hospital …
diagnosis and treatment of acute ischemic stroke (AIS). Identifying LVO in the pre-hospital …
Deep learning based software to identify large vessel occlusion on noncontrast computed tomography
M Olive-Gadea, C Crespo, C Granes… - Stroke, 2020 - Am Heart Assoc
Background and Purpose: Reliable recognition of large vessel occlusion (LVO) on
noncontrast computed tomography (NCCT) may accelerate identification of endovascular …
noncontrast computed tomography (NCCT) may accelerate identification of endovascular …
Detecting Large Vessel Occlusions using Graph Deep Learning
Large vessel occlusions (LVO) typically lead to severe ischemia of brain parenchyma.
Identifying such LVOs is thus a crucial objective in stroke diagnosis. As shortening the time …
Identifying such LVOs is thus a crucial objective in stroke diagnosis. As shortening the time …