Deep learning (DL) has achieved promising performance in detecting common abnormalities from the 12-lead electrocardiogram (ECG). However, diagnostic redundancy exists in the 12-lead ECG, which could ...

Heartbeam Inc.'s algorithms performed as well on a standard 12-lead electrocardiography (ECG) as on its 3D ECG system in the detection of atrial fibrillation, atrial flutter and sinus rhythm, based on ...

Machine-learning models that incorporate common clinical features along with ECG findings may help identify patients who are likely to have coronary artery calcium (CAC), with potential implications ...

This data was used to develop a machine learning (ML)-based real-time predictive model for sudden cardiac arrest predictions in critical care settings.