Table 3 Performance of isolated clinical lead wise trained 2-dimensional CNN model on CinC-2017 test set.

From: An integrated algorithm for single lead electrocardiogram signal analysis using deep learning with 12-lead data

Leads/Metrics

I

II

III

aVR

aVL

aVF

v1

v2

v3

v4

v5

v6

Accuracy (%)

81.77

76.56

75.1

30.73

78.65

78.12

39.06

50.2

76.56

79.17

75.3

75.52

AUROC

0.81

0.76

0.71

0.52

0.73

0.74

0.57

0.6

0.72

0.76

0.76

0.73

Sensitivity (%)

76.6

76.59

65.95

95.74

63.82

65.95

93.61

80.85

65.95

70.21

78.72

68.08

Specificity (%)

83.44

76.55

77.93

0.09

83.44

9.61

21.37

40.01

80.2

82.06

73.79

77.93

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