AIMC Topic: Ultrasonography, Carotid Arteries

Clear Filters Showing 1 to 3 of 3 articles

A domain adaptation model for carotid ultrasound: Image harmonization, noise reduction, and impact on cardiovascular risk markers.

Computers in biology and medicine Apr 3, 2025
Deep learning has been used extensively for medical image analysis applications, assuming the training and test data adhere to the same probability distributions. However, a common challenge arises when dealing with medical images generated by differ...
Humans Female Male Cardiovascular Diseases Deep Learning Ultrasonography Image Processing, Computer-Assisted Signal-To-Noise Ratio Carotid Arteries Ultrasonography, Carotid Arteries
View on PubMed DOI

Deep learning artificial intelligence framework for multiclass coronary artery disease prediction using combination of conventional risk factors, carotid ultrasound, and intraplaque neovascularization.

Computers in biology and medicine Sep 10, 2022
OBJECTIVE: Cardiovascular disease (CVD) is a major healthcare challenge and therefore early risk assessment is vital. Previous assessment techniques use either "conventional CVD risk calculators (CCVRC)" or machine learning (ML) paradigms. These tech...
Humans Artificial Intelligence Risk Factors Cardiovascular Diseases Risk Assessment Deep Learning Ultrasonography Coronary Artery Disease Carotid Arteries Plaque, Atherosclerotic Carotid Artery Diseases Ultrasonography, Carotid Arteries
View on PubMed DOI

Recognizing artery segments on carotid ultrasonography using embedding concatenation of deep image and vision-language models.

Physics in medicine and biology May 22, 2025
Evaluating large artery atherosclerosis is critical for predicting and preventing ischemic strokes. Ultrasonographic assessment of the carotid arteries is the preferred first-line examination due to its ease of use, noninvasive, and absence of radiat...
Humans Language Female Male Deep Learning Ultrasonography Image Processing, Computer-Assisted Carotid Arteries Ultrasonography, Carotid Arteries
View on PubMed DOI
Popular Topics
Recent Journals