Deep Learning–Based Quantification of Epicardial Adipose Tissue Volume and Attenuation Predicts Major Adverse Cardiovascular Events in Asymptomatic Subjects

Artificial Intelligence in Cardiovascular Imaging

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2019 ACC/AHA Guideline on the Primary Prevention of Cardiovascular Disease

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Deep Learning for Quantification of Epicardial and Thoracic Adipose Tissue from Non-Contrast CT

(2018) Frederic Commandeur et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Automatic Calcium Scoring in Low-Dose Chest CT Using Deep Neural Networks With Dilated Convolutions

(2018) Nikolas Lessmann et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Deep Learning for Prediction of Obstructive Disease From Fast Myocardial Perfusion SPECT

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Epicardial adipose tissue density and volume are related to subclinical atherosclerosis, inflammation and major adverse cardiac events in asymptomatic subjects

(2018) Markus Goeller et al.   Journal of Cardiovascular Computed Tomography

Pericoronary Adipose Tissue Computed Tomography Attenuation and High-Risk Plaque Characteristics in Acute Coronary Syndrome Compared With Stable Coronary Artery Disease

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Epicardial Adipose Tissue Contributes to the Development of Non-Calcified Coronary Plaque: A 5-Year Computed Tomography Follow-up Study

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Detecting human coronary inflammation by imaging perivascular fat

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CAC Score Improves Coronary and CV Risk Assessment Above Statin Indication by ESC and AHA/ACC Primary Prevention Guidelines

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Automatic coronary artery calcium scoring in cardiac CT angiography using paired convolutional neural networks

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Association of Epicardial Fat With Cardiovascular Risk Factors and Incident Myocardial Infarction in the General Population

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Relationship of epicardial fat volume to coronary plaque, severe coronary stenosis, and high-risk coronary plaque features assessed by coronary CT angiography

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Impact of Coronary Artery Calcium Scanning on Coronary Risk Factors and Downstream Testing

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Pericardial Fat Burden on ECG-Gated Noncontrast CT in Asymptomatic Patients Who Subsequently Experience Adverse Cardiovascular Events

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Epicardial adipose tissue and coronary artery plaque characteristics

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Computer-aided non-contrast CT-based quantification of pericardial and thoracic fat and their associations with coronary calcium and metabolic syndrome

(2009) Damini Dey et al.   ATHEROSCLEROSIS

Induced Cardiovascular Procedural Costs and Resource Consumption Patterns After Coronary Artery Calcium Screening

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Pericardial Fat, Visceral Abdominal Fat, Cardiovascular Disease Risk Factors, and Vascular Calcification in a Community-Based Sample

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Coronary Calcium as a Predictor of Coronary Events in Four Racial or Ethnic Groups

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