AIMC Topic: Epicardial Adipose Tissue

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Fully automated epicardial adipose tissue volume quantification with deep learning and relationship with CAC score and micro/macrovascular complications in people living with type 2 diabetes: the multicenter EPIDIAB study.

Cardiovascular diabetology Sep 3, 2024
BACKGROUND: The aim of this study (EPIDIAB) was to assess the relationship between epicardial adipose tissue (EAT) and the micro and macrovascular complications (MVC) of type 2 diabetes (T2D).
Coronary Angiography Radiographic Image Interpretation, Computer-Assisted Adipose Tissue Predictive Value of Tests Automation Diabetic Angiopathies Vascular Calcification Coronary Artery Disease Adiposity Male Middle Aged Deep Learning Diabetes Mellitus, Type 2 Risk Assessment Risk Factors Aged Female Reproducibility of Results Epicardial Adipose Tissue Computed Tomography Angiography Pericardium Humans Prognosis
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DEep LearnIng-based QuaNtification of epicardial adipose tissue predicts MACE in patients undergoing stress CMR.

Atherosclerosis Apr 18, 2024
BACKGROUND AND AIMS: This study investigated the additional prognostic value of epicardial adipose tissue (EAT) volume for major adverse cardiovascular events (MACE) in patients undergoing stress cardiac magnetic resonance (CMR) imaging.
Stroke Volume Middle Aged Deep Learning Magnetic Resonance Imaging Risk Assessment Male Ventricular Function, Left Risk Factors Aged Pericardium Retrospective Studies Magnetic Resonance Imaging, Cine Female Reproducibility of Results Coronary Artery Disease Epicardial Adipose Tissue Adipose Tissue Humans Myocardial Infarction Prognosis Predictive Value of Tests
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Deep learning-based workflow for automatic extraction of atria and epicardial adipose tissue on cardiac computed tomography in atrial fibrillation.

Journal of the Chinese Medical Association : JCMA Feb 21, 2024
BACKGROUND: Preoperative estimation of the volume of the left atrium (LA) and epicardial adipose tissue (EAT) on computed tomography (CT) images is associated with an increased risk of atrial fibrillation (AF) recurrence. We aimed to design a deep le...
Male Female Middle Aged Atrial Fibrillation Deep Learning Pericardium Heart Atria Humans Workflow Aged Epicardial Adipose Tissue Tomography, X-Ray Computed
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Sex-specific prognostic value of automated epicardial adipose tissue quantification on serial lung cancer screening chest computed tomography.

European heart journal. Cardiovascular Imaging Oct 30, 2025
AIMS: Epicardial adipose tissue (EAT) is a metabolically active fat depot associated with coronary atherosclerosis and cardiovascular (CV) risk. While EAT is a known prognostic marker in lung cancer screening, its sex-specific prognostic value remain...
Lung Neoplasms Early Detection of Cancer Middle Aged Risk Assessment Prognosis Tomography, X-Ray Computed Sex Factors Aged Humans Male Adipose Tissue Pericardium Female Cause of Death Epicardial Adipose Tissue
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