AIMC Topic: Coronary Artery Disease

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Automated diagnosis of coronary artery disease (CAD) patients using optimized SVM.

Computer methods and programs in biomedicine Oct 24, 2016
BACKGROUND AND OBJECTIVE: Currently Coronary Artery Disease (CAD) is one of the most prevalent diseases, and also can lead to death, disability and economic loss in patients who suffer from cardiovascular disease. Diagnostic procedures of this diseas...
Humans Algorithms Female Middle Aged Electrocardiography Support Vector Machine Principal Component Analysis Coronary Artery Disease Aged Aged, 80 and over Young Adult Adult Male
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A framework for parameter estimation and model selection in kernel deep stacking networks.

Artificial intelligence in medicine May 30, 2016
BACKGROUND AND OBJECTIVES: Kernel deep stacking networks (KDSNs) are a novel method for supervised learning in biomedical research. Belonging to the class of deep learning techniques, KDSNs are based on artificial neural network architectures that in...
Coronary Artery Disease Hospital Costs Humans Neural Networks, Computer Machine Learning Algorithms Diabetes Mellitus
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Automatic coronary artery calcium scoring in cardiac CT angiography using paired convolutional neural networks.

Medical image analysis Apr 21, 2016
The amount of coronary artery calcification (CAC) is a strong and independent predictor of cardiovascular events. CAC is clinically quantified in cardiac calcium scoring CT (CSCT), but it has been shown that cardiac CT angiography (CCTA) may also be ...
Humans Risk Factors Neural Networks, Computer Sensitivity and Specificity Algorithms Reproducibility of Results Coronary Artery Disease Calcium Computed Tomography Angiography
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Trends in Robotic-Assisted Coronary Artery Bypass Grafts: A Study of The Society of Thoracic Surgeons Adult Cardiac Surgery Database, 2006 to 2012.

The Annals of thoracic surgery Mar 24, 2016
BACKGROUND: Robotic technology is one of the most recent technological changes in coronary artery bypass graft (CABG) operations. The current analysis was conducted to identify trends in the use and outcomes of robotic-assisted CABG (RA-CABG).
Coronary Artery Bypass Thoracic Surgery Societies, Medical United States Treatment Outcome Follow-Up Studies Robotics Coronary Artery Disease Databases, Factual Retrospective Studies Female Aged Survival Rate Male Middle Aged Humans Postoperative Complications Incidence Time Factors
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Translational informatics approach for identifying the functional molecular communicators linking coronary artery disease, infection and inflammation.

Molecular medicine reports Mar 18, 2016
Translational informatics approaches are required for the integration of diverse and accumulating data to enable the administration of effective translational medicine specifically in complex diseases such as coronary artery disease (CAD). In the cur...
Coronary Artery Disease Infections Gene Ontology Medical Informatics Applications Biomarkers Humans Female Male Inflammation
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Network-Based Identification and Prioritization of Key Regulators of Coronary Artery Disease Loci.

Arteriosclerosis, thrombosis, and vascular biology Mar 10, 2016
OBJECTIVE: Recent genome-wide association studies of coronary artery disease (CAD) have revealed 58 genome-wide significant and 148 suggestive genetic loci. However, the molecular mechanisms through which they contribute to CAD and the clinical impli...
Humans Neural Networks, Computer Genome-Wide Association Study Protein Interaction Maps Gene Regulatory Networks Mice Genomics Phenotype Computer Simulation Animals Gene Expression Profiling Case-Control Studies Lumican Bayes Theorem Coronary Artery Disease STAT3 Transcription Factor Genetic Loci Gene Expression Regulation Genetic Predisposition to Disease Computational Biology Signal Transduction Databases, Genetic
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PCA-based polling strategy in machine learning framework for coronary artery disease risk assessment in intravascular ultrasound: A link between carotid and coronary grayscale plaque morphology.

Computer methods and programs in biomedicine Mar 2, 2016
BACKGROUND AND OBJECTIVE: Percutaneous coronary interventional procedures need advance planning prior to stenting or an endarterectomy. Cardiologists use intravascular ultrasound (IVUS) for screening, risk assessment and stratification of coronary ar...
Humans Machine Learning Algorithms Ultrasonography Retrospective Studies Adult Coronary Vessels Computational Biology Female Carotid Intima-Media Thickness Support Vector Machine Male Reproducibility of Results Carotid Arteries Principal Component Analysis Middle Aged Aged Plaque, Atherosclerotic Coronary Artery Disease Risk Assessment Aged, 80 and over Computer-Aided Design
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RenalGuard system in high-risk patients for contrast-induced acute kidney injury.

American heart journal Dec 17, 2015
BACKGROUND: High urine flow rate (UFR) has been suggested as a target for effective prevention of contrast-induced acute kidney injury (CI-AKI). The RenalGuard therapy (saline infusion plus furosemide controlled by the RenalGuard system) facilitates ...
Coronary Artery Disease Humans Creatinine Prospective Studies Female Acute Kidney Injury Sodium Chloride Angiography Glomerular Filtration Rate Risk Factors Diuretics Urodynamics Drug Combinations Aged Isotonic Solutions Furosemide Follow-Up Studies Drug Delivery Systems Contrast Media Male Equipment Design
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Artificial neural network modeling enhances risk stratification and can reduce downstream testing for patients with suspected acute coronary syndromes, negative cardiac biomarkers, and normal ECGs.

The international journal of cardiovascular imaging Dec 1, 2015
Despite uncertain yield, guidelines endorse routine stress myocardial perfusion imaging (MPI) for patients with suspected acute coronary syndromes, unremarkable serial electrocardiograms, and negative troponin measurements. In these patients, outcome...
Troponin Coronary Artery Disease Acute Coronary Syndrome Tomography, Emission-Computed, Single-Photon Unnecessary Procedures Decision Support Techniques Myocardial Perfusion Imaging Coronary Stenosis Biomarkers Prognosis Risk Assessment Retrospective Studies Humans Severity of Illness Index Female Risk Factors Neural Networks, Computer Electrocardiography Aged Predictive Value of Tests Male Coronary Angiography Middle Aged
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Association between central aortic pulsatility and glomerular filtration rate in patients with coronary artery disease.

Anatolian journal of cardiology Nov 30, 2015
OBJECTIVE: Aortic stiffness and chronic kidney disease share common risk factors. Increased aortic stiffness is a predictor of lower estimated glomerular filtration rate (eGFR) at lower levels of renal functions. We aimed to investigate the associati...
Coronary Artery Disease Cross-Sectional Studies Humans Aorta Male Female Middle Aged Aged Renal Insufficiency, Chronic Adult Glomerular Filtration Rate
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