Medical Xpress August 1, 2024
The Scripps Research Institute

To diagnose heart conditions including heart attacks and heart rhythm disturbances, clinicians typically rely on 12-lead electrocardiograms (ECGs)—complex arrangements of electrodes and wires placed around the chest and limbs to detect the heart’s electrical activity. But these ECGs require specialized equipment and expertise, and not all clinics have the capability to perform them.

Now, a team of scientists and clinicians from Scripps Research has shown that conditions can be diagnosed roughly as accurately using just three electrodes and an artificial intelligence (AI) tool. In a study published in npj Digital Medicine, the scientists report that their AI algorithm can recreate full 12-lead ECGs with data from only three ECG leads. Moreover, clinicians can identify heart attacks with nearly the...

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