Table 16 Performance comparison for segmentation methods on HeartWave.

From: Explainable attention-based deep learning for classification and interpretation of heart murmurs using phonocardiograms

Segmentation method

Accuracy (%)

Macro F1 (%)

Manual annotation

97.1

95.8

Automated peak detection

96.7

95.5

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