Research Article
Automatic Epileptic Seizure Detection Using PSO-Based Feature Selection and Multilevel Spectral Analysis for EEG Signals
Table 1
The information of the CHB-MIT database.
| | Patients | Gender-age | Number of seizures ()(s) | Total seizure time (s) | Total seizure-free time (s) |
| | 1 | F-11 | 7(28-102) | 449 | 23475 | | 2 | M-11 | 3(10-83) | 175 | 7983 | | 3 | F-14 | 7(48-70) | 409 | 24791 | | 5 | F-7 | 5(97-121) | 563 | 17437 | | 7 | F-14.5 | 3(87-144) | 328 | 32208 | | 8 | M-3.5 | 5(135-265) | 924 | 17076 | | 9 | F-10 | 4(63-80) | 280 | 34218 | | 10 | M-3 | 7(36-90) | 454 | 50008 | | 11 | F-12 | 3(23-753) | 809 | 9249 | | 13 | F-3 | 12(18-71) | 547 | 28253 | | 14 | F-9 | 8(15-42) | 117 | 25023 | | 15 | M-16 | 20(31-205) | 2012 | 48420 | | 17 | F-12 | 3(89-116) | 296 | 10528 | | 18 | F-18 | 6(31-69) | 323 | 19951 | | 19 | F-19 | 3(78-82) | 239 | 10307 | | 20 | F-6 | 8(30-50) | 302 | 19732 | | 21 | F-13 | 4(13-82) | 203 | 13587 | | 22 | F-9 | 3(59-75) | 207 | 10593 | | 23 | F-6 | 7(21-114) | 431 | 31823 | | 24 | NR-NR | 16(17-71) | 527 | 42673 |
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