From: A deep learning approach identifies new ECG features in congenital long QT syndrome
Training | Type | External validation (Leuven data) | ||
---|---|---|---|---|
Sensitivity ± SD | Specificity ± SD | AUC ± SD | ||
All ECG approach (Amsterdam data) | LQTS1 | 89 ± 4% | 97 ± 3% | 0.93 ± 0.02 |
LQTS2 | 91 ± 3% | 87 ± 2% | 0.89 ± 0.02 | |
Expert cardiologist in LQTS | LQTS1 | 93% | 90% | 0.90 |
LQTS2 | 90% | 80% | 0.85 |