Category Circulation

Circulation

AI Meets Human Expertise: A Hybrid Approach to Cardiovascular Event Adjudication

Adaptive AI for Cardiovascular Event Adjudication: Cardiovascular Event Adjudication Across Different Definitions in the ODYSSEY OUTCOMES and EUCLID Trials.

Meet ADAPT-CEC: an adaptive AI algorithm that nails cardiovascular event classification with the same accuracy as expert humans—and a hybrid AI-human approach could slash the time and cost of this labor-intensive process. Background Cardiovascular event classification in clinical trials has…

Dale Fields
April 1, 2026

Circulation

AI Model Shows Promise for CHD Detection, But Domain Shift Remains a Challenge

Automated Echocardiographic Detection of Congenital Heart Disease Using Artificial Intelligence.

EchoFocus-CHD, a transformer-based deep learning model, nails internal benchmarks for spotting congenital heart disease in echocardiograms. But here’s the catch: when you actually use it across diverse global populations, performance takes a real hit. It’s a stark reminder why external…

Dale Fields
April 1, 2026

Category Circulation

AI Meets Human Expertise: A Hybrid Approach to Cardiovascular Event Adjudication

AI Model Shows Promise for CHD Detection, But Domain Shift Remains a Challenge

When Machine Learning Models Cross Borders: Lessons from ELDER-ICU’s Global Validation

APOE Genotype Reshapes Dementia Risk in Lewy Body Disease

Epicardial Fat Radiomics: Early Detection of Heart Failure Risk

AI Meets Human Expertise: A Hybrid Approach to Cardiovascular Event Adjudication

AI Model Shows Promise for CHD Detection, But Domain Shift Remains a Challenge

Trending now

When Machine Learning Models Cross Borders: Lessons from ELDER-ICU’s Global Validation

APOE Genotype Reshapes Dementia Risk in Lewy Body Disease

Epicardial Fat Radiomics: Early Detection of Heart Failure Risk