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What cardiac insights are hiding in millions of routine chest CTs?
ESC 2026 · 10 Scientific Presentations · Oral & Poster · 6/10 CT vs. Echo: Unlocking More From Existing Imaging Approximately 19 million non-gated chest (lung) CT scans are performed in the U.S. each year for a wide range of clinical indications. These scans are not primarily acquired to evaluate cardiovascular disease - but could AI unlock cardiovascular information already captured within them? At ESC Congress 2026, HeartLung.AI presented a study comparing AI-derived ca
Aug 241 min read


What if a routine coronary artery calcium scan could see aortic stenosis risk before symptoms?
ESC 2026 · 10 Scientific Presentations · Oral & Poster · 7/10 One CT. 25 automated phenotypes. Nearly two decades of follow-up. Aortic stenosis is often recognized only after obstruction or myocardial damage has already developed. But could information already captured in a routine noncontrast cardiac CT help identify risk much earlier?' In a new HeartLung.AI scientific poster at ESC Congress 2026, researchers explored whether AI-CVD-derived imaging phenotypes could predi
Aug 241 min read


20 million chest CTs. Why do not we using all the information they contain?
ESC Congress 2026 · Scientific Poster Nearly 20 million chest CT scans are performed each year in the U.S.—yet fewer than 5% are ECG-gated. What if AI could extract meaningful cardiac information from the routine non-gated chest CTs already being performed every day? In a new HeartLung.AI scientific poster at ESC Congress 2026, researchers evaluated AI-based cardiac chamber volumetry from non-gated chest CT and compared its ability to predict heart failure (HF) and atrial fib
Aug 241 min read


What if low CAC doesn’t always mean low coronary risk?
ESC 2026 · 10 Scientific Presentations · Oral & Poster · 9/10 Low CAC. Higher EAT. More non-calcified plaque. A low coronary artery calcium (CAC) score can be reassuring - but it may not tell the whole story. Some individuals with low or even zero CAC may still carry non-calcified coronary plaque. Could another biomarker already visible on the same scan help identify them? In a new HeartLung.AI scientific poster at ESC Congress 2026, researchers investigated whether autom
Aug 241 min read


Agatston-2.0: AI-Derived Calcium Burden and Plaque Density Profiling Improve CHD Risk Stratification Within CAC Scores 1–99
Can AI turn the CAC 1–99 “gray zone” into actionable cardiovascular risk? A new HeartLung.AI study, to be presented at ESC Congress 2026 in Munich, explores how Agatston-2.0 can improve coronary heart disease (CHD) risk stratification among individuals with conventional CAC scores of 1–99. The study analyzed 1,542 participants from MESA and the Framingham Heart Study, with a median follow-up of 12.5 years and 151 CHD events. Using measurements derived from a single CAC scan,
Aug 241 min read


What if a routine CAC scan could reveal more than calcium?
ESC 2026 · 10 Scientific Presentations · Oral & Poster · 1/10 Going Beyond the Conventional Agatston Score with Agatston-2.0 Organised by: European Society of Cardiology (ESC) visual A HeartLung.AI study within the Miami Heart Study explores how AI-driven Agatston-2.0 and cardiometabolic phenotyping can uncover signals associated with obstructive stenosis, high-risk plaque, and non-calcified plaque—all from a routine CAC scan. Traditional CAC scoring is highly valuable for
Aug 172 min read


What if a CAC score of zero isn’t truly zero?
ESC 2026 · 10 Scientific Presentations · Oral & Poster · 4/10 HeartLung's AI-CAC can detect small and semi-calcified plaques invisible to human eyes.Same scan. A more refined “zero.” Organised by: European Society of Cardiology (ESC) visual For decades, a coronary artery calcium (CAC) score of zero has been one of the most reassuring findings in cardiovascular prevention. However, a small portion of individuals with CAC=0 experience an adverse coronary cardiovascular even
Aug 171 min read


Can a heart scan reveal lung cancer risk 15 years ahead?
ESC 2026 · 10 Scientific Presentations · Oral & Poster · 3/10 One cardiac scan. A 15-year signal. Organised by: European Society of Cardiology (ESC) visual A coronary artery calcium (CAC) scan is performed for cardiovascular prevention. But could the same scan also reveal something about a patient’s future lung cancer risk? At ESC Congress 2026, HeartLung.AI presented a 15-year study exploring this question using Sybil AI and routine CAC scans from the Multi-Ethnic Study o
Aug 171 min read


What if a routine CAC scan could reveal future AF and stroke risk?
ESC 2026 · 10 Scientific Presentations · Oral & Poster · 2/10 One Scan. More Answers. Organised by: European Society of Cardiology (ESC) visual CMillions of coronary artery calcium (CAC) scans are performed every year—yet much of the information already contained in those images may go unused. At ESC Congress 2026, HeartLung.AI presented new findings showing how AI-derived cardiac chamber metrics from routine, non-contrast CAC scans can help predict long-term atrial fibrill
Aug 171 min read


Performance of Sybil AI for lung cancer risk assessment: a head-to-head comparison of cardiac vs. lung CT scans
ESC Congress 2026 - 28 - 31 Aug 2026 Munich, Germany Organised by: European Society of Cardiology (ESC) visual Can AI assess lung cancer risk from a cardiac CT—even when the entire lung isn’t visible? In this study, Sybil AI was evaluated head-to-head on cardiac coronary artery calcium (CAC) scans and full chest CT scans across 4,486 scans from the FHS and MESA cohorts. Despite the limited lung field of view, Sybil maintained strong lung cancer risk prediction on cardiac CT,
Aug 171 min read
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