An ECG Signal Classification Method Based on Dilated Causal Convolution

Table 2

Summary of selected studies conducted for the automated detection of AF.

Author, year	Method	Performance
		Acc	Sen	Spe
Lake et al., 2011 [7]	Coefficient of sample entropy (COSEN)	—	91%	98%
Asgari et al., 2015 [8]	Stationary wavelet transforms, support vector machine (SVM)	_—	97%	97.1%
Zhou et al., 2014 [9]	Recursive algorithms	97.67%	96.89%	98.25%
Acharya et al., 2017 [10]	CNNs	94.9%	99.13%	81.44%
Andersen et al., 2018 [11]	CNNs-RNNs	97.80%	98.96%	86.04%
Dang et al., 2019 [12]	Deep CNN-BiLSTM	96.59%	99.93%	97.03%
Proposed	iDCCN	98.65%	98.79%	99.04%