模型 | Normal | AF | I-AVB | LBBB | RBBB | PAC | PVC | STD | STE | F1 |
TI-CNN [2] | 0.750 | 0.900 | 0.920 | 0.760 | 0.640 | 0.830 | 0.870 | 0.810 | 0.460 | 0.772 |
He et al. [4] | 0.755 | 0.846 | 0.780 | 0.790 | 0.748 | 0.829 | 0.869 | 0.870 | 0.655 | 0.806 |
ATI-CNN [3] | 0.789 | 0.920 | 0.933 | 0.789 | 0.736 | 0.861 | 0.872 | 0.850 | 0.556 | 0.812 |
Zhang et al. [18] | 0.805 | 0.919 | 0.864 | 0.866 | 0.926 | 0.735 | 0.851 | 0.814 | 0.535 | 0.813 |
Jyotishi et al. [17] | 0.790 | 0.923 | 0.867 | 0.892 | 0.937 | 0.757 | 0.837 | 0.798 | 0.558 | 0.818 |
Geng et al. [19] | 0.824 | 0.925 | 0.882 | 0.937 | 0.939 | 0.734 | 0.767 | 0.835 | 0.600 | 0.827 |
MLC-CNN [21] | 0.792 | 0.936 | 0.889 | 0.779 | 0.744 | 0.866 | 0.876 | 0.876 | 0.683 | 0.827 |
Ge et al. [1] | 0.790 | 0.920 | 0.870 | 0.870 | 0.930 | 0.780 | 0.860 | 0.810 | 0.590 | 0.828 |
Chen et al. [20] | - | - | - | - | - | - | - | - | - | 0.837 |
Proposed model | 0.798 | 0.913 | 0.867 | 0.826 | 0.916 | 0.850 | 0.849 | 0.846 | 0.596 | 0.829 |