AIMC Topic: Vascular Calcification

Clear Filters Showing 71 to 79 of 79 articles

A Multi-Task Learning Approach for Segmentation of Breast Arterial Calcifications in Screening Mammograms.

AMIA ... Annual Symposium proceedings. AMIA Symposium Jan 1, 2024
Screening mammogram is a standard and cost-efficient imaging procedure to measure breast cancer risk among 45+ year old women. Quantifying breast arterial calcification (BAC) from screening mammograms is a non-invasive and cost-efficient approach to ...
Middle Aged Mammography Radiographic Image Interpretation, Computer-Assisted Breast Vascular Calcification Humans Machine Learning Female Breast Neoplasms
View on PubMed

Enhanced CT imaging artificial neural network coronary artery calcification score assisted diagnosis.

Technology and health care : official journal of the European Society for Engineering and Medicine Jan 1, 2024
BACKGROUND: The study of coronary artery calcification (CAC) may assist in identifying additional coronary artery problem protective factors. On the contrary side, due to the wide variety of CAC as individuals, CAC research is difficult. Due to this,...
Female Reproducibility of Results Male Vascular Calcification Middle Aged Humans Neural Networks, Computer Coronary Artery Disease Machine Learning Algorithms Tomography, X-Ray Computed
View on PubMed DOI

Deep-learning-based cardiovascular risk stratification using coronary artery calcium scores predicted from retinal photographs.

The Lancet. Digital health May 1, 2021
BACKGROUND: Coronary artery calcium (CAC) score is a clinically validated marker of cardiovascular disease risk. We developed and validated a novel cardiovascular risk stratification system based on deep-learning-predicted CAC from retinal photograph...
Humans Algorithms Republic of Korea Female Area Under Curve Singapore Coronary Artery Disease Middle Aged Retina Aged United Kingdom Risk Assessment Adult Proportional Hazards Models Deep Learning Male Kaplan-Meier Estimate ROC Curve Cardiovascular Diseases Vascular Calcification Predictive Value of Tests
View on PubMed DOI

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...
Coronary Angiography Cause of Death Radiographic Image Interpretation, Computer-Assisted Coronary Artery Disease Myocardial Infarction Risk Assessment Time Factors Adipose Tissue Predictive Value of Tests Pericardium Sex Factors Multidetector Computed Tomography Vascular Calcification Computed Tomography Angiography Machine Learning Decision Support Techniques Prospective Studies Prognosis Female Risk Factors Aged Male Middle Aged Humans
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...
Humans Coronary Vessels Neural Networks, Computer Vascular Calcification Artificial Intelligence Computed Tomography Angiography Reproducibility of Results Retrospective Studies Time Deep Learning Coronary Angiography Radiographic Image Interpretation, Computer-Assisted Coronary Artery Disease
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.
Humans Tomography, X-Ray Computed Female Aged Adult Radiography, Abdominal Radiographic Image Interpretation, Computer-Assisted Pattern Recognition, Automated Aorta, Abdominal Male Vascular Calcification Middle Aged Aortic Diseases Deep Learning Mass Screening
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...
Middle Aged Risk Factors Humans Acidosis Aged Logistic Models Cholesterol Prospective Studies Bicarbonates Cross-Sectional Studies Biomarkers Ankle Brachial Index Renal Insufficiency, Chronic Male Vascular Calcification Female Carotid Intima-Media Thickness Glomerular Filtration Rate Cardiovascular Diseases Phosphates Triglycerides
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.
Mortality Aorta Vascular Calcification Heart Valves Phenotype Stroke Tomography, X-Ray Computed Myocardial Infarction Female Coronary Vessels Cohort Studies Aged Proof of Concept Study Humans United States Unsupervised Machine Learning Adult Intra-Abdominal Fat Longitudinal Studies Adipose Tissue Male Liver Principal Component Analysis Cardiovascular Diseases Muscle, Skeletal Cause of Death Middle Aged Risk Assessment
View on PubMed DOI
Popular Topics
Recent Journals