Artificial intelligence in symptomatic carotid plaque detection: A narrative review

G Miceli, G Rizzo, MG Basso, E Cocciola… - Applied Sciences, 2023‏ - mdpi.com
Identifying atherosclerotic disease is the mainstay for the correct diagnosis of the large artery
atherosclerosis ischemic stroke subtype and for choosing the right therapeutic strategy in …

Comprehensive imaging analysis of intracranial atherosclerosis

S Sanchez, M Mossa-Basha… - Journal of …, 2025‏ - jnis.bmj.com
Intracranial atherosclerotic disease (ICAD) involves the build-up of atherosclerotic plaques
in cerebral arteries, significantly contributing to stroke worldwide. Diagnosing ICAD entails …

The lymphocyte-to-monocyte ratio predicts intracranial atherosclerotic stenosis plaque instability

XB Wu, LX Huang, ZR Huang, LM Lu, B Luo… - Frontiers in …, 2022‏ - frontiersin.org
Background and purpose Gadolinium enhancement on high-resolution vessel wall imaging
(HR-VWI) is an imaging marker of intracranial atherosclerotic stenosis (ICAS) plaque …

Identification of high-risk intracranial plaques with 3D high-resolution magnetic resonance imaging-based radiomics and machine learning

H Li, J Liu, Z Dong, X Chen, C Zhou, C Huang, Y Li… - Journal of …, 2022‏ - Springer
Background Identifying high-risk intracranial plaques is significant for the treatment and
prevention of stroke. Objective To develop a high-risk plaque model using three …

[HTML][HTML] MRI histogram analysis of tumor-infiltrating CD8+ T cell levels in patients with glioblastoma

C Xue, Q Zhou, P Zhang, B Zhang, Q Sun, S Li… - NeuroImage: Clinical, 2023‏ - Elsevier
Objective To investigate the utility of preoperative magnetic resonance imaging histogram
analysis for evaluating tumor-infiltrating CD8+ T cells in patients with glioblastoma (GBM) …

Co-existing intracranial and extracranial carotid atherosclerosis predicts large-artery atherosclerosis stroke recurrence: a single-center prospective study utilizing …

G Wu, C Zhu, H Wang, D Fu, X Lu, C Cao, X Zhang… - European …, 2023‏ - Springer
Objectives Intracranial and extracranial plaque features on high-resolution vessel wall
imaging (HR-VWI) are associated with large-artery atherosclerosis (LAA) stroke recurrence …

Radiomics nomogram for predicting stroke recurrence in symptomatic intracranial atherosclerotic stenosis

M Tang, J Gao, N Ma, X Yan, X Zhang, J Hu… - Frontiers in …, 2022‏ - frontiersin.org
Objective To develop and validate a radiomics nomogram for predicting stroke recurrence in
symptomatic intracranial atherosclerotic stenosis (SICAS). Methods The data of 156 patients …

Deep learning improves quality of intracranial vessel wall MRI for better characterization of potentially culprit plaques

M Seo, W Jung, G Jeong, S Yang, I Shin, JY Lee… - Scientific Reports, 2024‏ - nature.com
Intracranial vessel wall imaging (VWI), which requires both high spatial resolution and high
signal-to-noise ratio (SNR), is an ideal candidate for deep learning (DL)-based image …

Imaging and hemodynamic characteristics of vulnerable carotid plaques and artificial intelligence applications in plaque classification and segmentation

N Han, Y Ma, Y Li, Y Zheng, C Wu, T Gan, M Li, L Ma… - Brain Sciences, 2023‏ - mdpi.com
Stroke is a massive public health problem. The rupture of vulnerable carotid atherosclerotic
plaques is the most common cause of acute ischemic stroke (AIS) across the world …

Delayed Enhancement of Intracranial Atherosclerotic Plaque Can Better Differentiate Culprit Lesions: A Multiphase Contrast-Enhanced Vessel Wall MRI Study

B Sun, L Wang, X Li, J Zhang, J Zhang, J Tian… - American Journal of …, 2024‏ - ajnr.org
BACKGROUND AND PURPOSE: Intracranial plaque enhancement (IPE) identified by
contrast-enhanced vessel wall MR imaging (VW-MR imaging) is an emerging marker of …