Arrhythmia Detection 벤치마크
Arrhythmia Detection on "Cardiologist-level" 12-rhythm ECG dataset
F1 (Sequence)
- 2019-01-07 — DNN: F1 (Sequence) 0.807
| Rank | Model | F1 (Sequence) | F1 (Set) | Paper | Code | Year |
|---|---|---|---|---|---|---|
| 1 | DNN | 0.807 | 0.837 | Cardiologist-level arrhythmia detection and classification in ambulatory electrocardiograms using a deep neural network | 2019 | |
| 2 | Cardiologists Averaged | 0.753 | 0.780 | Cardiologist-level arrhythmia detection and classification in ambulatory electrocardiograms using a deep neural network | 2019 | |
| 3 | DNN | 0.807 | 0.837 | Cardiologist-level arrhythmia detection and classification in ambulatory electrocardiograms using a deep neural network | 2019 | |
| 4 | Cardiologists Averaged | 0.753 | 0.780 | Cardiologist-level arrhythmia detection and classification in ambulatory electrocardiograms using a deep neural network | 2019 |