As a contribution to 2017 Physionet/CinC challenge, this work aims at the classification of different ECG heart rhythms. The importance of heart rhythm classification cannot be understated, as rhythms ...

Researchers then tested the AI on normal-rhythm EKGs from a group of 36,280 patients, of whom 3,051 were known to have atrial fibrillation. The AI-enabled EKG correctly identified the subtle ...

Background Atrial fibrillation(AF) may be linked to increased sudden cardiac death (SCD) risk, but patients with AF are often neglected in studies on ECG risk factors for SCD. We aimed to clarify the ...

The primary outcome was the identification of patients with AF by the AI-enhanced ECG. Verified AF before the normal sinus rhythm ECG was observed in 8.4% of patients in the testing dataset.

Accelerated Idioventricular Rhythm - Slow Ventricular Tachycardia (VT) ECG (Example 3) References: 1. Chou’s Electrocardiography in Clinical Practice: Adult and Pediatric, 6e 2.

The LTAFDB had 83,315 normal and 82,435 AF rhythm 30 s ECG segments. Clean ECG from the LTAFDB was artificially contaminated with motion artifact to achieve −12 to 12 dB Signal-to-Noise Ratio (SNR) in ...

However, the first, second, fifth, and sixth RR intervals (↔) are the same (1.6 sec), representing regularization of AF and indicating the presence of complete heart block with an escape rhythm.

However, there were usually premature beats in the ECG segments of PAF patients, which may result in some non-AF segments containing premature beats being misidentified as premature beats. These ...