Evangelos K. Oikonomou
What We Do
Our work follows a translational arc from computational method development to clinical deployment and discovery. We develop and apply AI to multimodal data already generated in care (including echocardiography, cardiac CT, ECG, and longitudinal health records) to define cardiovascular phenotypes more precisely, detect disease earlier, and match therapies to the patients most likely to benefit.
Develop
Create new computational techniques that align, reconstruct, and learn from multimodal clinical data.
Build
Train foundation models and task-specific models for defined cardiovascular questions.
Validate
Test performance, transportability, and equity across institutions, populations, and prospective cohorts.
Deploy
Use validated models to screen for disease, predict risk, and link patient phenotypes to therapies.
Discover
Learn from deployment to reveal disease biology and generate the next clinical and computational questions.
Work With Us
We are especially interested in people who want to ask clinically important questions, build rigorous quantitative methods, and test them in real care settings.
Featured Works
