Identification of Arrhythmia by Using a Decision Tree and Gated Network Fusion Model

Table 8

Comparison of related work.

Works	AAMI	Classes	Methods	Acc	Sen	Pre
Zhao et al. [34]	Yes	4	ResNet	98.37	97.68	93.01
Liu et al. [35]	Yes	4		95.63	68.72	81.46
Zhou et al. [36]	Yes	5	LSTM	98.02	90.14	88.03
Shan et al. [37]	No	5	2D-CNN	97.56	95.97	95.61
Gad et al. [38]	No	2		92.16	51.93	59.53
Li et al. [39]	Yes	5		95.63	78.79	91.51
Emina et al. [40]	No	4		99.33	—	—
Sena et al. [41]	No	3	CNN	97.75	95.42	94.3
Qin et al. [42]	No	6		94.64	62.81	77.41
Amna et al. [43]	Yes	3		93.58	—	—
Our work	Yes	4	T-GRU	98.31	96.85	96.73