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Classify Murmurs On Circor Digiscope
评估指标
Weighted Accuracy
Weighted accuracy (cross-val)
Weighted accuracy (validation)
评测结果
各个模型在此基准测试上的表现结果
| Paper Title | ||||
|---|---|---|---|---|
| M2D | 0.832 | - | - | Exploring Pre-trained General-purpose Audio Representations for Heart Murmur Detection |
| DBResNet | 0.771 | - | 0.768 | Dual Bayesian ResNet: A Deep Learning Approach to Heart Murmur Detection |
| Inception Time | 0.593 | 0.497±0.083 | 0.522 | Phonocardiogram Classification Using 1-Dimensional Inception Time Convolutional Neural Networks |
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