Table 1.
Performance of the LE-based method for seizure monitoring
| Data set | Length (Hours) | Total number of seizures | Sensitivity overall: 74 (%) | False alarm per hour mean: 0.05 |
|---|---|---|---|---|
| P92 | 35 | 7 | 100 | 0.09 |
| P93 | 64 | 23 | 78 | 0.02 |
| P148 | 76 | 17 | 58 | 0.07 |
| P185 | 47 | 19 | 73 | 0.02 |
| P40 | 5.3 | 1 | 100 | 0.00 |
| P256 | 4.5 | 1 | 100 | 0.00 |
| P130 | 5.7 | 2 | 50 | 0.18 |
The total number of seizures was determined by examining clinical symptoms and all 28 channel video-EEG data by medical experts. Note the 5 missed seizures for patient P93 are all subclinical seizures, whose information does not appear to be reflected by the EEG dynamics