Table 5 F1 score of different noise filter on CinC 2017 dataset.
From: A knowledge embedded multimodal pseudo-siamese model for atrial fibrillation detection
Knowledge embedded | CNN | FCN | |
|---|---|---|---|
N | 0.894 | 0.873 | 0.870 |
O | 0.672 | 0.633 | 0.630 |
A | 0.691 | 0.586 | 0.575 |
\(\sim\) | 0.891 | 0.902 | 0.863 |
Avg F1 | 0.787 | 0.749 | 0.734 |