Atrial Fibrillation Detection On Physionet
평가 지표
F1
PR-AUC
ROC-AUC
평가 결과
이 벤치마크에서 각 모델의 성능 결과
모델 이름 | F1 | PR-AUC | ROC-AUC | Paper Title | Repository |
|---|---|---|---|---|---|
| TMF(VGG16-MLP) | 0.8843 | 0.9584 | 0.9550 | Anomaly Detection in Time Series with Triadic Motif Fields and Application in Atrial Fibrillation ECG Classification | |
| MINA | 0.8342 | 0.9436 | 0.9488 | MINA: Multilevel Knowledge-Guided Attention for Modeling Electrocardiography Signals |
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