AIMC Topic: Coronary Artery Disease

Clear Filters Showing 281 to 290 of 525 articles

Artificial intelligence in cardiac radiology.

La Radiologia medica Sep 18, 2020
Artificial intelligence (AI) is entering the clinical arena, and in the early stage, its implementation will be focused on the automatization tasks, improving diagnostic accuracy and reducing reading time. Many studies investigate the potential role ...
Humans Artificial Intelligence Heart Coronary Artery Disease Workflow Vascular Calcification Coronary Stenosis Algorithms Prognosis Image Processing, Computer-Assisted Magnetic Resonance Imaging Radiology
View on PubMed DOI

A machine learning approach to predict intravenous immunoglobulin resistance in Kawasaki disease patients: A study based on a Southeast China population.

PloS one Aug 27, 2020
Kawasaki disease is the leading cause of pediatric acquired heart disease. Coronary artery abnormalities are the main complication of Kawasaki disease. Kawasaki disease patients with intravenous immunoglobulin resistance are at a greater risk of deve...
Child, Preschool Coronary Artery Disease ROC Curve Risk Factors Humans Logistic Models Feasibility Studies Mucocutaneous Lymph Node Syndrome Machine Learning Male Models, Biological Risk Assessment Retrospective Studies Immunoglobulins, Intravenous Infant Female Drug Resistance China
View on PubMed DOI

Functional cardiac CT-Going beyond Anatomical Evaluation of Coronary Artery Disease with Cine CT, CT-FFR, CT Perfusion and Machine Learning.

The British journal of radiology Aug 12, 2020
The aim of this review is to provide an overview of different functional cardiac CT techniques which can be used to supplement assessment of the coronary arteries to establish the significance of coronary artery stenoses. We focus on cine-CT, CT-FFR,...
Myocardial Perfusion Imaging Coronary Stenosis Fractional Flow Reserve, Myocardial Coronary Artery Disease Clinical Trials as Topic Vascular Calcification Humans Computed Tomography Angiography Machine Learning Tomography, X-Ray Computed Ventricular Function, Left Stroke Volume Coronary Angiography
View on PubMed DOI

Effect of vessel wall segmentation on volumetric and radiomic parameters of coronary plaques with adverse characteristics.

Journal of cardiovascular computed tomography Aug 10, 2020
BACKGROUND: Quantitative coronary plaque parameters are increasingly being utilized as surrogate endpoints of pharmaceutical trials. However, little is known whether differences in segmentation significantly alter parameter values.
Retrospective Studies Female Reproducibility of Results Aged Male Humans Machine Learning Plaque, Atherosclerotic Vascular Calcification Computed Tomography Angiography Coronary Angiography Middle Aged Radiographic Image Interpretation, Computer-Assisted Severity of Illness Index Coronary Artery Disease Clinical Competence Observer Variation Predictive Value of Tests Coronary Vessels
View on PubMed DOI

Incremental Image Noise Reduction in Coronary CT Angiography Using a Deep Learning-Based Technique with Iterative Reconstruction.

Korean journal of radiology Jul 17, 2020
OBJECTIVE: To assess the feasibility of applying a deep learning-based denoising technique to coronary CT angiography (CCTA) along with iterative reconstruction for additional noise reduction.
Aged, 80 and over Adult Humans Male Radiographic Image Interpretation, Computer-Assisted Middle Aged Coronary Artery Disease Retrospective Studies Deep Learning Signal-To-Noise Ratio Female Computed Tomography Angiography Aged
View on PubMed DOI

Structure equation model and neural network analyses to predict coronary artery lesions in Kawasaki disease: a single-centre retrospective study.

Scientific reports Jul 17, 2020
A new method to predict coronary artery lesions (CALs) in Kawasaki disease (KD) was developed using a mean structure equation model (SEM) and neural networks (Nnet). There were 314 admitted children with KD who met at least four of the six diagnostic...
Retrospective Studies Female Adult Sensitivity and Specificity Male Models, Statistical Mucocutaneous Lymph Node Syndrome Coronary Artery Disease Disease Susceptibility Humans Neural Networks, Computer Biomarkers Prognosis
View on PubMed DOI

The correlation of deep learning-based CAD-RADS evaluated by coronary computed tomography angiography with breast arterial calcification on mammography.

Scientific reports Jul 13, 2020
This study sought to evaluate the association of breast arterial calcification (BAC) on breast screening mammography with the Coronary Artery Disease-Reporting and Data System (CAD-RADS) based on Deep Learning-coronary computed tomography angiography...
Early Detection of Cancer Mammography Aged, 80 and over Coronary Angiography Adult Humans Breast Heart Breast Neoplasms Female Data Systems Coronary Artery Disease Middle Aged Risk Factors Vascular Calcification Deep Learning Computed Tomography Angiography Aged
View on PubMed DOI

Deep learning analysis in coronary computed tomographic angiography imaging for the assessment of patients with coronary artery stenosis.

Computer methods and programs in biomedicine Jul 9, 2020
BACKGROUND AND OBJECTIVE: Recently, deep convolutional neural network has significantly improved image classification and image segmentation. If coronary artery disease (CAD) can be diagnosed through machine learning and deep learning, it will signif...
Coronary Stenosis Predictive Value of Tests Coronary Angiography Humans Coronary Artery Disease Artificial Intelligence Coronary Vessels Retrospective Studies Tomography, X-Ray Computed Deep Learning
View on PubMed DOI

Ischemia and outcome prediction by cardiac CT based machine learning.

The international journal of cardiovascular imaging Jul 4, 2020
Cardiac CT using non-enhanced coronary artery calcium scoring (CACS) and coronary CT angiography (cCTA) has been proven to provide excellent evaluation of coronary artery disease (CAD) combining anatomical and morphological assessment of CAD for card...
Heart Disease Risk Factors Coronary Vessels Plaque, Atherosclerotic Vascular Calcification Computed Tomography Angiography Severity of Illness Index Predictive Value of Tests Coronary Angiography Radiographic Image Interpretation, Computer-Assisted Coronary Artery Disease Machine Learning Prognosis Reproducibility of Results Risk Assessment Humans
View on PubMed DOI

From CT to artificial intelligence for complex assessment of plaque-associated risk.

The international journal of cardiovascular imaging Jul 2, 2020
The recent technological developments in the field of cardiac imaging have established coronary computed tomography angiography (CCTA) as a first-line diagnostic tool in patients with suspected coronary artery disease (CAD). CCTA offers robust inform...
Radiographic Image Interpretation, Computer-Assisted Coronary Artery Disease Heart Disease Risk Factors Coronary Vessels Rupture, Spontaneous Risk Assessment Severity of Illness Index Predictive Value of Tests Coronary Angiography Plaque, Atherosclerotic Computed Tomography Angiography Coronary Stenosis Humans Machine Learning Prognosis Reproducibility of Results
View on PubMed DOI
Popular Topics
Recent Journals