Application of Wavelet Entropy to Predict Atrial Fibrillation Progression from the Surface ECG

Table 1

Mean and standard deviation of WE values for nonterminating and terminating PAF groups, statistical significance (P value), sensitivity, specificity, and accuracy for each studied wavelet family. These values were computed and averaged for the 10 analyzed learning sets.

Wavelet family (Order)	Group N	Group T	P value	Sensitivity	Specificity	Accuracy
Haar	0.231 ± 0.012	0.441 ± 0.018	<0.001	96.15%	93.75%	95%
Daubechies (5)	0.252 ± 0.021	0.520 ± 0.029	<0.001	96.15%	93.75%	95%
Coiflet (3)	0.211 ± 0.019	0.487 ± 0.014	<0.001	96.15%	93.75%	95%
Biorthogonal (4.4)	0.231 ± 0.022	0.452 ± 0.029	<0.001	96.15%	93.75%	95%
Reverse biorthogonal (4.4)	0.290 ± 0.041	0.522 ± 0.035	<0.001	96.15%	93.75%	95%
Symlets (5)	0.250 ± 0.023	0.524 ± 0.028	<0.001	96.15%	93.75%	95%