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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