Arthur S. Agatston

Chest X-Ray Artificial Intelligence for Cardiovascular Risk Flagging in Younger Patients: An AI-CVD Study within the Medical Information Mart for Intensive Care (MIMIC)

Hamed Zarei, Anthony P. Reeves, MohammadHossein MozafaryBazargany, Seyed Reza Mirjalili et autres

Aims Chest X-rays (CXRs) may provide opportunistic cardiovascular risk information. We implemented the deep learning CXR CVD-Risk model, developed to predict cardiovascular mortality, in MIMIC adults without recorded baseline cardiovascular disease (CVD), focusing on patients aged <60 years. Methods and results Among …

Heart failure and atrial fibrillation prediction from non-gated chest CT scans using AI-based cardiac chamber volumetry: an AI-CVD study within the multi-ethnic study of atherosclerosis (MESA)

Seyed Reza Mirjalili, Kyle C. Atlas, Anthony P. Reeves, Chenyu Zhang et autres

Background We previously demonstrated that AI-derived cardiac chamber volumetry in ECG-gated CT scans predicts atrial fibrillation (AF) and heart failure (HF). Since most chest CTs are non-gated, and the American Heart Association recently highlighted their value for opportunistic cardiovascular risk assessment using …

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Comparison of AI-enabled cardiac chambers volumetry based on non-gated chest CT scans with echocardiography: An AI-CVD study within the Multi-Ethnic Study of Atherosclerosis (MESA)

Seyed Reza Mirjalili, Kyle C. Atlas, Anthony P. Reeves, Chenyu Zhang et autres

butit is not yet the definitive Version of Record; we are providing this early version to give early visibility of the article.

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Agatston-2.0: A next-generation AI-based coronary calcium quantification approach to improve risk stratification among individuals with zero Agatston scores – Part I

Morteza Naghavi, Amir Azimi, Kyle C. Atlas, Anthony P. Reeves et autres

Background A coronary artery calcium (CAC) score of zero using the conventional Agatston scoring method (Agatston-1.0) is associated with very low cardiovascular risk (the “Power of Zero”); however, a small proportion of individuals with CAC=0 still develop coronary heart disease (CHD). Agatston-1.0 …

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26-A-15514-ACC DOES AI-BASED ATRIAL VOLUMETRY FROM ECG GATED (CARDIAC) AND NON-GATED (LUNG) CT SCANS PROVIDE COMPARABLE PREDICTION OF ATRIAL FIBRILLATION AND STROKE? AN AI-CVD STUDY WITHIN THE MULTI-ETHNIC STUDY OF ATHEROSCLEROSIS (MESA)

Seyed Reza Mirjalili, Kyle Atlas, Anthony Reeves, Chenyu Zhang et autres

26-A-15556-ACC AI-ENABLED CORONARY ARTERY CALCIUM (CAC) HYPERDENSITY INDEX IMPROVES RISK ASSESSMENT AND OPENS DOORS TO MONITORING PLAQUE PROGRESSION VS. STABILIZATION IN CAC SCANS

Morteza Naghavi, Kyle Atlas, Anthony Reeves, Chenyu Zhang et autres

26-A-15475-ACC AI-CVD-AF: A NOVEL ATRIAL FIBRILLATION PREDICTION MODEL BASED SOLELY ON CORONARY ARTERY CALCIUM SCANS

Seyed Reza Mirjalili, Kyle Atlas, Anthony Reeves, Chenyu Zhang et autres

26-A-15524-ACC DOES AI-BASED VENTRICULAR VOLUMETRY FROM ECG GATED (CARDIAC) AND NON-GATED (LUNG) CT SCANS PROVIDE COMPARABLE PREDICTION OF HEART FAILURE? AN AI-CVD STUDY WITHIN THE MULTI-ETHNIC STUDY OF ATHEROSCLEROSIS (MESA)

Seyed Reza Mirjalili, Kyle Atlas, Anthony Reeves, Chenyu Zhang et autres

26-A-15497-ACC AI-CVD-HF: A NOVEL HEART FAILURE PREDICTION MODEL BASED SOLELY ON CORONARY ARTERY CALCIUM SCANS OUTPERFORMS PREVENT-HF

Seyed Reza Mirjalili, Kyle Atlas, Anthony Reeves, Chenyu Zhang et autres

26-A-17256-ACC ARTIFICIAL INTELLIGENCE-BASED CORONARY ARTERY CALCIUM (AI-CAC) SCORE EMPOWERS THE “POWER OF ZERO”: AN AI-CVD STUDY WITHIN THE MULTI-ETHNIC STUDY OF ATHEROSCLEROSIS (MESA)

Morteza Naghavi, Kyle Atlas, Anthony Reeves, Chenyu Zhang et autres

AI-CVD-HF: A heart failure risk prediction model based on coronary artery calcium scans compared with PREVENT-HF

Seyed Reza Mirjalili, Kyle C. Atlas, Anthony P. Reeves, Chenyu Zhang et autres

Background: The AI-CVD initiative seeks to extract actionable information from coronary artery calcium (CAC) scans beyond the CAC score. We aimed to develop a heart failure (HF) prediction model, AI-CVD-HF, based on AI-derived features from non-contrast CAC scans, and compare it with …

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Glucagon-Like Peptide 1 Receptor Agonists: A Medication for Obesity Management

Mohamad Badie Taha, Tamer Yahya, Priyanka Satish, Rachel Laird et autres

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