Table 9 Comparison of BCI training methods for stroke classification
Dataset | Individual healthy | Grouped healthy | Early stroke | |
|---|---|---|---|---|
Avg | StDev | |||
S1E | 77.8 | 14.9 | 87.5 | |
S1L | 69.8 | 11.9 | 62.5 | 82.5 |
S2E | 65.5 | 11.5 | 52.5 | |
S2L | 54.5 | 6.2 | 55.0 | 72.5 |
S3E | 74.4 | 9.5 | 75.0 | |
S3L | 76.8 | 13.1 | 87.5 | 95.0 |
S4E | 61.3 | 9.5 | 65.0 | |
S4L | 55.8 | 9.4 | 65.0 | 62.5 |
S5E | 72.0 | 12.5 | 82.5 | |
S5L | 71.0 | 15.4 | 90.0 | 75.0 |
All average | 67.9±8.3 | 72.3±14.1 | ||
Early average | 70.2±6.7 | 72.5±14.0 | ||
Late average | 65.6±9.9 | 72.0±15.8 | 77.5±12.1 | |