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Imaging of Intracranial Aneurysms: A Review of Standard and Advanced Imaging Techniques
The treatment of intracranial aneurysms is dictated by its risk of rupture in the future. Several
clinical and radiological risk factors for aneurysm rupture have been described and …
clinical and radiological risk factors for aneurysm rupture have been described and …
Progress and clinical translation in hepatocellular carcinoma of deep learning in hepatic vascular segmentation
This paper reviews the advancements in deep learning for hepatic vascular segmentation
and its clinical implications in the holistic management of hepatocellular carcinoma (HCC) …
and its clinical implications in the holistic management of hepatocellular carcinoma (HCC) …
Numerical aspects of modeling flow through the cerebral artery system with multiple small perforators
This study investigates the flow and hemodynamics of small perforator blood vessels that
branch from the basilar artery (BA) in the brain. Using advanced imaging techniques and …
branch from the basilar artery (BA) in the brain. Using advanced imaging techniques and …
Two-stage convolutional neural network for segmentation and detection of carotid web on CT angiography
Background Carotid web (CaW) is a risk factor for ischemic stroke, mainly in young patients
with stroke of undetermined etiology. Its detection is challenging, especially among non …
with stroke of undetermined etiology. Its detection is challenging, especially among non …
Morphology and Texture-Guided Deep Neural Network for Intracranial Aneurysm Segmentation in 3D TOF-MRA
This study concentrates on the segmentation of intracranial aneurysms, a pivotal aspect of
diagnosis and treatment planning. We aim to overcome the inherent instance imbalance and …
diagnosis and treatment planning. We aim to overcome the inherent instance imbalance and …
[HTML][HTML] Comprehensive Management of Intracranial Aneurysms Using Artificial Intelligence: An Overview
J Xue, H Zheng, R Lai, Z Zhou, J Zhou, L Chen… - World Neurosurgery, 2024 - Elsevier
Intracranial aneurysms (IAs), an asymptomatic vascular lesion, are becoming increasingly
common as imaging technology progresses. Subarachnoid hemorrhage from IAs rupture …
common as imaging technology progresses. Subarachnoid hemorrhage from IAs rupture …
Automated intracranial vessel segmentation of 4D flow MRI data in patients with atherosclerotic stenosis using a convolutional neural network
Introduction Intracranial 4D flow MRI enables quantitative assessment of hemodynamics in
patients with intracranial atherosclerotic disease (ICAD). However, quantitative assessments …
patients with intracranial atherosclerotic disease (ICAD). However, quantitative assessments …
[HTML][HTML] Accurate and robust segmentation of cerebral distal small arteries by DVNet with dual contextual path and vascular attention enhancement
M Peng, J Li, Y Wang, Q Mao, T Wang… - … Imaging in Medicine …, 2025 - qims.amegroups.org
Background: The segmentation of cerebral vasculature on magnetic resonance angiography
(MRA) images is crucial for both clinical applications and research. However, existing …
(MRA) images is crucial for both clinical applications and research. However, existing …
In-Silico Investigation of 3D Quantitative Angiography for Internal Carotid Aneurysms Using Biplane Imaging and 3D Vascular Geometry Constraints
Quantitative angiography (QA) in two dimensions has been instrumental in assessing
neurovascular contrast flow patterns, aiding disease severity and treatment outcome …
neurovascular contrast flow patterns, aiding disease severity and treatment outcome …
Machine Intelligence in Cerebrovascular and Endovascular Neurosurgery
The advent of different realms of computational neurosurgery—including not only machine
intelligence but also visualization techniques such as mixed reality and robotic applications …
intelligence but also visualization techniques such as mixed reality and robotic applications …