AIMC Topic: Vascular Calcification

Clear Filters Showing 91 to 96 of 96 articles

Artificial intelligence modeling of vascular calcification.

Acta biochimica et biophysica Sinica Dec 11, 2020
Humans Artificial Intelligence Vascular Calcification Models, Cardiovascular
View on PubMed DOI

Machine learning to predict the long-term risk of myocardial infarction and cardiac death based on clinical risk, coronary calcium, and epicardial adipose tissue: a prospective study.

Cardiovascular research Dec 1, 2020
AIMS: Our aim was to evaluate the performance of machine learning (ML), integrating clinical parameters with coronary artery calcium (CAC), and automated epicardial adipose tissue (EAT) quantification, for the prediction of long-term risk of myocardi...
Predictive Value of Tests Coronary Angiography Cause of Death Prospective Studies Humans Multidetector Computed Tomography Radiographic Image Interpretation, Computer-Assisted Prognosis Machine Learning Coronary Artery Disease Risk Assessment Vascular Calcification Female Male Risk Factors Myocardial Infarction Decision Support Techniques Time Factors Computed Tomography Angiography Middle Aged Aged Sex Factors Adipose Tissue Pericardium
View on PubMed DOI

Accuracy of an Artificial Intelligence Deep Learning Algorithm Implementing a Recurrent Neural Network With Long Short-term Memory for the Automated Detection of Calcified Plaques From Coronary Computed Tomography Angiography.

Journal of thoracic imaging May 1, 2020
PURPOSE: The purpose of this study was to evaluate the accuracy of a novel fully automated deep learning (DL) algorithm implementing a recurrent neural network (RNN) with long short-term memory (LSTM) for the detection of coronary artery calcium (CAC...
Reproducibility of Results Deep Learning Coronary Angiography Neural Networks, Computer Artificial Intelligence Retrospective Studies Vascular Calcification Computed Tomography Angiography Time Radiographic Image Interpretation, Computer-Assisted Coronary Artery Disease Coronary Vessels Humans
View on PubMed DOI

Automated segmentation and quantification of aortic calcification at abdominal CT: application of a deep learning-based algorithm to a longitudinal screening cohort.

Abdominal radiology (New York) Aug 1, 2019
OBJECTIVE: To investigate an automated aortic calcium segmentation and scoring tool at abdominal CT in an adult screening cohort.
Radiographic Image Interpretation, Computer-Assisted Pattern Recognition, Automated Aorta, Abdominal Radiography, Abdominal Vascular Calcification Aortic Diseases Middle Aged Tomography, X-Ray Computed Deep Learning Mass Screening Female Aged Humans Adult Male
View on PubMed DOI

Metabolic acidosis of chronic kidney disease and subclinical cardiovascular disease markers: Friend or foe?

Medicine Nov 1, 2017
The effect of chronic metabolic acidosis (MA) on cardiovascular disease (CVD) in the setting of chronic kidney disease (CKD) is largely unknown. Therefore, we aimed to study this relationship in nondialysis CKD patients.This cross-sectional, single-c...
Phosphates Cross-Sectional Studies Bicarbonates Female Male Humans Triglycerides Vascular Calcification Risk Factors Cardiovascular Diseases Prospective Studies Acidosis Renal Insufficiency, Chronic Cholesterol Aged Middle Aged Biomarkers Glomerular Filtration Rate Ankle Brachial Index Logistic Models Carotid Intima-Media Thickness
View on PubMed DOI

Association of Multiorgan Computed Tomographic Phenomap With Adverse Cardiovascular Health Outcomes: The Framingham Heart Study.

JAMA cardiology Nov 1, 2017
IMPORTANCE: Increased ability to quantify anatomical phenotypes across multiple organs provides the opportunity to assess their cumulative ability to identify individuals at greatest susceptibility for adverse outcomes.
United States Longitudinal Studies Liver Adipose Tissue Principal Component Analysis Mortality Muscle, Skeletal Phenotype Aorta Unsupervised Machine Learning Tomography, X-Ray Computed Vascular Calcification Humans Adult Female Coronary Vessels Cause of Death Heart Valves Male Aged Middle Aged Proof of Concept Study Stroke Cardiovascular Diseases Risk Assessment Intra-Abdominal Fat Myocardial Infarction Cohort Studies
View on PubMed DOI
Popular Topics
Recent Journals