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Table 3 Comparison of methods detecting epileptic activity based on selectivity

From: Spike pattern recognition by supervised classification in low dimensional embedding space

Method

No. subj.

Length (min)

No. spikes

Sensitivity

Selectivity

Proposed method

1

540

101

0.97

0.63

 Inan and Kuntalp [15]

5/3

N/R

53/15

0.60

0.82

 Indiradevi et al. [17]

22

N/R

684

0.92

0.78

 Park et al. [19]

32

N/A

N/A

0.97

0.90

 Ozdamar, Kalayci [20]

5

75

N/R

0.93

0.94

 Goelz et al. [42]

11

278

298

0.84

0.12

 Kurth et al. [43]

4

N/R

N/R

0.62

0.61

 Liu et al. [44]

81

48,000

6048

0.90

0.94

 Sartoretto et al. [45]

10

79

166

0.96

0.37

 Latka and Was [46]

4

N/R

340

0.70

0.67

 Adjouadi et al. [47]

10/21

~800

319

0.82

0.92

 Adjouadi et al. [48]

9/9

~450

47/139

0.79

0.85

 Exarchos et al. [49]

25

375

137

0.86

0.83

 Tzallas et al. [50]

15/10

~225/150

163/111

0.89

0.83

 Van Hese et al. [51]

8

130

1625

0.92

0.77

  1. N/A not applicable (testing EEG dataset created in a previous study), N/R not reported