Table 1 Summary of CHB-MIT EEG dataset
From: A hybrid CNN-Bi-LSTM model with feature fusion for accurate epilepsy seizure detection
Patient | Gender | Age | Number of Seizures | Total duration (h) | Duration of seizure (s) |
|---|---|---|---|---|---|
CHB01 | F | 11 | 7 | 40.55 | 442 |
CHB02 | M | 11 | 3 | 35.3 | 172 |
CHB03 | F | 14 | 7 | 38 | 402 |
CHB04 | M | 22 | 4 | 155.9 | 160 |
CHB05 | F | 7 | 5 | 39 | 558 |
CHB06 | F | 1.5 | 10 | 66.7 | 153 |
CHB07 | F | 14.5 | 3 | 68.1 | 325 |
CHB08 | M | 3.5 | 5 | 20 | 919 |
CHB09 | F | 10 | 4 | 67.8 | 276 |
CHB10 | M | 3 | 7 | 50 | 447 |
CHB11 | F | 12 | 2 (3)a | 34.8 | 806 |
CHB12 | F | 2 | 21 (40)a | 23.7 | 822 |
CHB13 | F | 3 | 11 (12)a | 33 | 440 |
CHB14 | F | 9 | 8 | 26 | 169 |
CHB15 | M | 16 | 17 (20)a | 40 | 1,992 |
CHB16 | F | 7 | 9 (10)a | 19 | 84 |
CHB17 | F | 12 | 3 | 21 | 293 |
CHB18 | F | 18 | 6 | 36 | 317 |
CHB19 | F | 19 | 3 | 30 | 236 |
CHB20 | F | 6 | 8 | 29 | 294 |
CHB21 | F | 13 | 4 | 33 | 199 |
CHB22 | F | 9 | 3 | 31 | 204 |
CHB23 | F | 6 | 7 | 28 | 424 |
Total | - | - | 157 (182) | 965.85 | 10,134 |