The clinical question
ECGs are often shared as images. Computational interpretation must work across different recording and presentation settings.
The approach
A vision-to-language model was developed using ECG recordings paired with cardiologist-confirmed diagnostic statements.
What the study adds
The study reports development and multinational validation of image-based ECG interpretation.
The next question
How can image-based interpretation be evaluated and integrated responsibly into clinical workflows?
Explore the source publication for study design, estimates, limitations, and full author contributions.