AIMC Topic: Pericardium

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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...
Decision Support Techniques Prospective Studies Humans Machine Learning Risk Factors Aged Prognosis Female Myocardial Infarction Sex Factors Radiographic Image Interpretation, Computer-Assisted Coronary Artery Disease Computed Tomography Angiography Adipose Tissue Pericardium Multidetector Computed Tomography Predictive Value of Tests Vascular Calcification Coronary Angiography Cause of Death Risk Assessment Time Factors Male Middle Aged
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Robotic-Assisted Removal of Intracardiac Cement After Percutaneous Vertebroplasty.

The Annals of thoracic surgery May 1, 2016
Percutaneous vertebroplasty (PVP) is an increasingly common intervention, and complications resulting from embolization are increasingly observed. We report a case of polymethyl methacrylate (PMMA) embolization resulting in cardiac complications in a...
Pericarditis Pleurodesis Subcutaneous Emphysema Tricuspid Valve Extravasation of Diagnostic and Therapeutic Materials Foreign-Body Migration Embolism Thoracic Vertebrae Robotics Heart Ventricles Atrial Fibrillation Echocardiography Postoperative Complications Endoscopy Diagnostic Errors Kyphoplasty Cardiac Catheterization Female Computed Tomography Angiography Polymethyl Methacrylate Aged Pericardium Bone Cements Humans Artifacts Pericardial Effusion
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On the Automated Segmentation of Epicardial and Mediastinal Cardiac Adipose Tissues Using Classification Algorithms.

Studies in health technology and informatics Jan 1, 2015
The quantification of fat depots on the surroundings of the heart is an accurate procedure for evaluating health risk factors correlated with several diseases. However, this type of evaluation is not widely employed in clinical practice due to the re...
Pericardium Subtraction Technique Radiographic Image Interpretation, Computer-Assisted Pattern Recognition, Automated Mediastinum Tomography, X-Ray Computed Reproducibility of Results Sensitivity and Specificity Adipose Tissue Machine Learning Algorithms Humans
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