AIMC Topic: Carotid Artery Diseases

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Detection of carotid artery calcifications using artificial intelligence in dental radiographs: a systematic review and meta-analysis.

BMC medical imaging May 19, 2025
BACKGROUND: Carotid artery calcifications are important markers of cardiovascular health, often associated with atherosclerosis and a higher risk of stroke. Recent research shows that dental radiographs can help identify these calcifications, allowin...
Cone-Beam Computed Tomography Radiography, Panoramic Algorithms Carotid Arteries Sensitivity and Specificity Radiography, Dental Vascular Calcification Carotid Artery Diseases Humans Artificial Intelligence
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Deep Learning and Single-Cell Sequencing Analyses Unveiling Key Molecular Features in the Progression of Carotid Atherosclerotic Plaque.

Journal of cellular and molecular medicine Nov 1, 2024
Rupture of advanced carotid atherosclerotic plaques increases the risk of ischaemic stroke, which has significant global morbidity and mortality rates. However, the specific characteristics of immune cells with dysregulated function and proven biomar...
Female Aged Humans Biomarkers Disease Progression Gene Expression Profiling Plaque, Atherosclerotic Monocytes Carotid Artery Diseases Deep Learning Sequence Analysis, RNA Single-Cell Analysis Male Middle Aged
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[Deep Learning-Based Artificial Intelligence Model for Automatic Carotid Plaque Identification].

Zhongguo yi liao qi xie za zhi = Chinese journal of medical instrumentation Jul 30, 2024
This study aims at developing a dataset for determining the presence of carotid artery plaques in ultrasound images, composed of 1761 ultrasound images from 1165 participants. A deep learning architecture that combines bilinear convolutional neural n...
Carotid Arteries Humans Plaque, Atherosclerotic Neural Networks, Computer Ultrasonography Artificial Intelligence Carotid Stenosis Image Processing, Computer-Assisted Carotid Artery Diseases Deep Learning
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A Video-based Automated Tracking and Analysis System of Plaque Burden in Carotid Artery Using Deep Learning: A Comparison with Senior Sonographers.

Current medical imaging Jan 1, 2024
BACKGROUND AND OBJECTIVE: The incidence of stroke is rising, and it is the second major cause of mortality and the third leading cause of disability around the globe. The goal of this study was to rapidly and accurately identify carotid plaques and a...
Plaque, Atherosclerotic Carotid Artery Diseases Male Middle Aged Female Humans Aged Video Recording Carotid Arteries Deep Learning Ultrasonography
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Software that combines deep learning, 3D reconstruction and CFD to analyze the state of carotid arteries from ultrasound imaging.

Technology and health care : official journal of the European Society for Engineering and Medicine Jan 1, 2024
BACKGROUND: Ultrasound is one of the non-invasive techniques that are used in clinical diagnostics of carotid artery disease.
Hemodynamics Deep Learning Ultrasonography Imaging, Three-Dimensional Humans Software Carotid Arteries Carotid Artery Diseases
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AI: A New Solution for Old Issues of Carotid Atherosclerotic Plaque.

Current medicinal chemistry Jan 1, 2024
Plaque, Atherosclerotic Humans Carotid Artery Diseases Artificial Intelligence
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Stratification of carotid atheromatous plaque using interpretable deep learning methods on B-mode ultrasound images.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference Nov 1, 2021
Carotid atherosclerosis is the major cause of ischemic stroke resulting in significant rates of mortality and disability annually. Early diagnosis of such cases is of great importance, since it enables clinicians to apply a more effective treatment s...
Carotid Arteries Plaque, Atherosclerotic Carotid Artery Diseases Deep Learning Ultrasonography Humans
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