Research Article
Epilepsy Detection Based on Variational Mode Decomposition and Improved Sample Entropy
Table 7
Epilepsy detection performance (100%).
| | | Accuracy | Sensitivity | Specificity | Number of channel | Noisy |
| | Reference [20] | 85.6 | 91.7 | 80.6 | 18 | No | | Reference [21] | 91.09 | 87.83 | 94.35 | 18 | No | | Reference [22] | 95.00 | 97.50 | 95.00 | 18 | No | | Reference [23] | 95.71 | 98.65 | 84.15 | 23 | No | | Reference [24] | 99.05 | 95.45 | 99.10 | 5 | No | | Reference [25] | 99.6 | 100 | 99.8 | 23 | No | | Reference [26] | 99.63 | 97.84 | 99.63 | 5 | No | | Reference [27] | 99.66 | 99.72 | 99.60 | 8 | No | | Reference [28] | 72.10 | 74.78 | 69.34 | 1 | No | | Reference [29] | 75.21 | 50.96 | 87.37 | 1 | No | | Reference [30] | 92.13 | 87.10 | 94.65 | 1 | No | | Reference [31] | 92.79 | 93.07 | 94.84 | 1 | No | | Proposed method | 91.78 | 91.27 | 93.61 | 2 | Yes |
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