Atrial Fibrillation Detection On Physionet
评估指标
F1
PR-AUC
ROC-AUC
评测结果
各个模型在此基准测试上的表现结果
模型名称 | 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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