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Artificial intelligence in ischemic stroke images: current applications and future directions
This paper reviews the current research progress in the application of Artificial Intelligence
(AI) based on ischemic stroke imaging, analyzes the main challenges, and explores future …
(AI) based on ischemic stroke imaging, analyzes the main challenges, and explores future …
Quality of science and reporting of radiomics in oncologic studies: room for improvement according to radiomics quality score and TRIPOD statement
Objectives To evaluate radiomics studies according to radiomics quality score (RQS) and
Transparent Reporting of a multivariable prediction model for Individual Prognosis Or …
Transparent Reporting of a multivariable prediction model for Individual Prognosis Or …
Culprit intracranial plaque without substantial stenosis in acute ischemic stroke on vessel wall MRI: a systematic review
Background and aims Intracranial atherosclerotic plaque is associated with ischemic strokes
without substantial stenosis, and needs better characterization. We aim to investigate the …
without substantial stenosis, and needs better characterization. We aim to investigate the …
Radiomics versus visual and histogram-based assessment to identify atheromatous lesions at coronary CT angiography: an ex vivo study
Background Visual and histogram-based assessments of coronary CT angiography have
limited accuracy in the identification of advanced lesions. Radiomics-based machine …
limited accuracy in the identification of advanced lesions. Radiomics-based machine …
Identification of high-risk carotid plaque with MRI-based radiomics and machine learning
R Zhang, Q Zhang, A Ji, P Lv, J Zhang, C Fu, J Lin - European radiology, 2021 - Springer
Objectives We sought to build a high-risk plaque MRI-based model (HRPMM) using
radiomics features and machine learning for differentiating symptomatic from asymptomatic …
radiomics features and machine learning for differentiating symptomatic from asymptomatic …
Quantitative histogram analysis on intracranial atherosclerotic plaques: a high-resolution magnetic resonance imaging study
Background and Purpose: Intracranial atherosclerosis is one of the main causes of stroke,
and high-resolution magnetic resonance imaging provides useful imaging biomarkers …
and high-resolution magnetic resonance imaging provides useful imaging biomarkers …
Intracranial atherosclerotic plaque characteristics and burden associated with recurrent acute stroke: a 3D quantitative vessel wall MRI study
Background: Intracranial atherosclerotic disease (ICAD) tends to affect multiple arterial
segments, and previous studies rarely performed a comprehensive plaque analysis of the …
segments, and previous studies rarely performed a comprehensive plaque analysis of the …
Progression of plaque burden of intracranial atherosclerotic plaque predicts recurrent stroke/transient ischemic attack: A pilot follow‐up study using higher‐resolution …
Background Patients with intracranial atherosclerotic disease (ICAD) have a high frequency
of stroke recurrence. However, there has been little investigation into the prognostic value of …
of stroke recurrence. However, there has been little investigation into the prognostic value of …
Characteristics and evaluation of atherosclerotic plaques: an overview of state-of-the-art techniques
Z He, J Luo, M Lv, Q Li, W Ke, X Niu, Z Zhang - Frontiers in Neurology, 2023 - frontiersin.org
Atherosclerosis is an important cause of cerebrovascular and cardiovascular disease (CVD).
Lipid infiltration, inflammation, and altered vascular stress are the critical mechanisms that …
Lipid infiltration, inflammation, and altered vascular stress are the critical mechanisms that …
Radiomics features on non-contrast-enhanced CT scan can precisely classify AVM-related hematomas from other spontaneous intraparenchymal hematoma types
Y Zhang, B Zhang, F Liang, S Liang, Y Zhang, P Yan… - European …, 2019 - Springer
Objective To investigate the classification ability of quantitative radiomics features extracted
on non-contrast-enhanced CT (NECT) image for discrimination of AVM-related hematomas …
on non-contrast-enhanced CT (NECT) image for discrimination of AVM-related hematomas …