Implementation of a portable device for real-time ECG signal analysis

Table 3 Offline classification results for AFib and ischemia using an SVM

Previous works	Target	Databases	Sensitivity	Specificity
	diseases
Papaloukas et al. [10]	Ischemia	European ST-T	0.9	0.9
Goletsis et al. [11]	Ischemia	European ST-T	0.912	0.909
Exarchos et al. [13]	Ischemia	European ST-T	0.912	0.922
Park et al. [17]	Ischemia	European ST-T	0.957	0.953
Dash et al. [15]	AFib	MIT-BIH AF and MIT-BIH Arrhythmia	0.944	0.951
Logan and Glass [12]	AFib	MIT-BIH AF	0.96	0.89
Kikillus et al. [14]	AFib	MIT-BIH AF and MIT-BIH NSR	0.944	0.934
Park et al. [16]	AFib	CinC 2001 and 2004	0.914	0.929
This work	AFib	MIT-BIH AF and MIT-BIH Arrhythmia	0.956	0.962
	AFib	CinC 2001 and 2004	0.928	0.938
	Ischemia	European ST-T	0.969	0.977

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