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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, 2020-12, Vol.116 (14), p.2216-2225

2020

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Relationship between changes in pericoronary adipose tissue attenuation and coronary plaque burden quantified from coronary computed tomography angiography

European heart journal cardiovascular imaging, 2019-06, Vol.20 (6), p.636-643

2019

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

Circulation. Cardiovascular imaging, 2020-02, Vol.13 (2), p.e009829-e009829

2020

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Metabolic syndrome, fatty liver, and artificial intelligence-based epicardial adipose tissue measures predict long-term risk of cardiac events: a prospective study

Cardiovascular diabetology, 2021-01, Vol.20 (1), p.27-27, Article 27

2021

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Epicardial and intra-thoracic adipose tissue and cardiovascular calcifications in type 1 diabetes (T1D) in epidemiology of diabetes Interventions and Complications (EDIC): A pilot study

American journal of preventive cardiology, 2024-06, Vol.18, p.100650-100650, Article 100650

2024

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Quantitative Burden of COVID-19 Pneumonia on Chest CT Predicts Adverse Outcomes: A Post-Hoc Analysis of a Prospective International Registry

Radiology. Cardiothoracic imaging, 2020-10, Vol.2 (5), p.e200389-e200389

2020

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Extra-coronary Calcification (Aortic Valve Calcification, Mitral Annular Calcification, Aortic Valve Ring Calcification and Thoracic Aortic Calcification) in HIV Seropositive and Seronegative Men: Multicenter AIDS Cohort Study

Journal of cardiovascular computed tomography, 2016-05, Vol.10 (3), p.229-236

2016

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Epicardial adipose tissue is associated with extent of pneumonia and adverse outcomes in patients with COVID-19

Metabolism, clinical and experimental, 2021-02, Vol.115, p.154436-154436, Article 154436

2021

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RADIATION DOSE REDUCTION BY USING 80KVP MULTI DETECTOR COMPUTED TOMOGRAPHY

Journal of the American College of Cardiology, 2014, Vol.63 (12), p.A1055-A1055

2014

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IMPACT OF GENDER ON THE ASSOCIATIONS OF EPICARDIAL ADIPOSE TISSUE, CORONARY ARTERY CALCIUM, AND LIVER FIBROSIS IN PREDICTION OF MACE: SUBSTUDY OF THE EISNER TRIAL

Journal of the American College of Cardiology, 2022-03, Vol.79 (9), p.1237

2022

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PROGNOSTIC SIGNIFICANCE OF PROXIMAL INVOLVEMENT CAC IN ASYMPTOMATIC PATIENTS: FROM EISNER TRIAL

Journal of the American College of Cardiology, 2022-03, Vol.79 (9), p.1210

2022

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Fully Automated CT Quantification of Epicardial Adipose Tissue by Deep Learning: A Multicenter Study

Radiology. Artificial intelligence, 2019-11, Vol.1 (6), p.e190045-e190045

2019

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LONG-TERM PREDICTION OF CARDIAC EVENTS IN ASYMPTOMATIC SUBJECTS BY INTEGRATING NOVEL CIRCULATING AND IMAGING BIOMARKERS USING MACHINE LEARNING

Journal of the American College of Cardiology, 2020-03, Vol.75 (11), p.1580-1580

2020

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Epicardial fat is associated with duration of antiretroviral therapy and coronary atherosclerosis

AIDS (London), 2014-07, Vol.28 (11), p.1635-1644

2014

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EXPLORING THE RELATIONSHIP BETWEEN EPICARDIAL AND INTRA-THORACIC ADIPOSE TISSUE AND VASCULAR CALCIFICATIONS IN TYPE 1 DIABETES: EPIDEMIOLOGY OF DIABETES INTERVENTIONS AND COMPLICATIONS

Journal of the American College of Cardiology, 2014-04, Vol.63 (12), p.A2102-A2102

2014

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ASSOCIATION OF INFLAMMATORY BIOMARKERS AND INTRATHORACIC ADIPOSE TISSUE VOLUMES IN PATIENTS WITH RHEUMATOID ARTHRITIS

Journal of the American College of Cardiology, 2014-04, Vol.63 (12), p.A1211-A1211

2014

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RADIATION DOSE REDUCTION BY USING 80KVP MULTI DETECTOR COMPUTED TOMOGRAPHY

Journal of the American College of Cardiology, 2014-04, Vol.63 (12), p.A1055-A1055

2014

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Use of noninvasive imaging in the evaluation of coarctation of aorta

Journal of computer assisted tomography, 2013-01, Vol.37 (1), p.75-78

2013

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Rapid quantification of COVID-19 pneumonia burden from computed tomography with convolutional long short-term memory networks

Journal of medical imaging (Bellingham, Wash.), 2022-09, Vol.9 (5), p.054001-054001

2022

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Increased Pericoronary Adipose Tissue Attenuation Is Related To Progression Of Coronary Plaque Burden Quantified From Coronary Ct Angiography

Journal of cardiovascular computed tomography, 2019-01, Vol.13 (1), p.S34-S34

2019

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Epicardial Fat is Associated with Duration of Antiretroviral Therapy and Coronary Atherosclerosis: The Multicenter AIDS Cohort Study

AIDS (London), 2014-07, Vol.28 (11), p.1635-1644

2014

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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

Relationship between changes in pericoronary adipose tissue attenuation and coronary plaque burden quantified from coronary computed tomography angiography

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

Deep learning-enabled coronary CT angiography for plaque and stenosis quantification and cardiac risk prediction: an international multicentre study

Metabolic syndrome, fatty liver, and artificial intelligence-based epicardial adipose tissue measures predict long-term risk of cardiac events: a prospective study

Epicardial and intra-thoracic adipose tissue and cardiovascular calcifications in type 1 diabetes (T1D) in epidemiology of diabetes Interventions and Complications (EDIC): A pilot study

Quantitative Burden of COVID-19 Pneumonia on Chest CT Predicts Adverse Outcomes: A Post-Hoc Analysis of a Prospective International Registry

Extra-coronary Calcification (Aortic Valve Calcification, Mitral Annular Calcification, Aortic Valve Ring Calcification and Thoracic Aortic Calcification) in HIV Seropositive and Seronegative Men: Multicenter AIDS Cohort Study

Epicardial adipose tissue is associated with extent of pneumonia and adverse outcomes in patients with COVID-19

RADIATION DOSE REDUCTION BY USING 80KVP MULTI DETECTOR COMPUTED TOMOGRAPHY

Machine learning integration of circulating and imaging biomarkers for explainable patient-specific prediction of cardiac events: A prospective study

IMPACT OF GENDER ON THE ASSOCIATIONS OF EPICARDIAL ADIPOSE TISSUE, CORONARY ARTERY CALCIUM, AND LIVER FIBROSIS IN PREDICTION OF MACE: SUBSTUDY OF THE EISNER TRIAL

PROGNOSTIC SIGNIFICANCE OF PROXIMAL INVOLVEMENT CAC IN ASYMPTOMATIC PATIENTS: FROM EISNER TRIAL

Fully Automated CT Quantification of Epicardial Adipose Tissue by Deep Learning: A Multicenter Study

LONG-TERM PREDICTION OF CARDIAC EVENTS IN ASYMPTOMATIC SUBJECTS BY INTEGRATING NOVEL CIRCULATING AND IMAGING BIOMARKERS USING MACHINE LEARNING

Epicardial fat is associated with duration of antiretroviral therapy and coronary atherosclerosis

EXPLORING THE RELATIONSHIP BETWEEN EPICARDIAL AND INTRA-THORACIC ADIPOSE TISSUE AND VASCULAR CALCIFICATIONS IN TYPE 1 DIABETES: EPIDEMIOLOGY OF DIABETES INTERVENTIONS AND COMPLICATIONS

ASSOCIATION OF INFLAMMATORY BIOMARKERS AND INTRATHORACIC ADIPOSE TISSUE VOLUMES IN PATIENTS WITH RHEUMATOID ARTHRITIS

RADIATION DOSE REDUCTION BY USING 80KVP MULTI DETECTOR COMPUTED TOMOGRAPHY

Use of noninvasive imaging in the evaluation of coarctation of aorta

Rapid quantification of COVID-19 pneumonia burden from computed tomography with convolutional long short-term memory networks

Increased Pericoronary Adipose Tissue Attenuation Is Related To Progression Of Coronary Plaque Burden Quantified From Coronary Ct Angiography

Epicardial Fat is Associated with Duration of Antiretroviral Therapy and Coronary Atherosclerosis: The Multicenter AIDS Cohort Study

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