Table 2 Quality of ventricular fibrillation detection algorithms (positive predictivity (PP), accuracy (Ac), calculation time(ct)) for a window length of 8 seconds. Positive predictivity and accuracy in per cent, rounded on 3 digits; calculation time in per cent of the real time of the data, rounded on 2 digits, wl = window length in seconds.
Data Source | MIT DB | CU DB | AHA DB | overall result | ||||||
|---|---|---|---|---|---|---|---|---|---|---|
Parameter | wl | PP. | Ac. | PP. | Ac. | PP. | Ac. | PP. | Ac. | ct. |
TCI | 3 | 0.6 | 78.1 | 33.9 | 64.8 | 41.7 | 77.8 | 23.7 | 77.2 | 1.5 |
TCI | 8 | 0.8 | 83.9 | 38.9 | 70.6 | 54.4 | 84.9 | 31.1 | 83.6 | 2.1 |
ACF95 | 8 | 0.1 | 45.9 | 19.7 | 54.5 | 18.2 | 52.1 | 8.3 | 49.0 | 3.6 |
ACF99 | 8 | 0.1 | 30.2 | 22.2 | 50.4 | 19.9 | 45.7 | 9.1 | 37.9 | 3.6 |
VF | 4 | 91.3 | 99.9 | 94.0 | 85.5 | 98.0 | 85.8 | 97.0 | 93.1 | 1.4 |
VF | 8 | 82.4 | 99.9 | 94.5 | 85.2 | 98.9 | 85.7 | 97.7 | 93.0 | 1.9 |
SPEC | 8 | 60.6 | 99.8 | 92.0 | 84.6 | 97.3 | 87.7 | 96.1 | 93.8 | 1.9 |
CPLX | 8 | 0.1 | 92.3 | 52.7 | 80.3 | 60.7 | 86.5 | 40.8 | 89.2 | 2.5 |
STE | 8 | 0.5 | 83.4 | 29.5 | 63.8 | 35.1 | 75.6 | 20.4 | 79.0 | 1.9 |
MEA | 8 | 0.5 | 80.8 | 56.0 | 81.8 | 47.5 | 81.9 | 23.2 | 81.3 | 2.5 |
SCA | 8 | 5.6 | 97.9 | 77.8 | 89.2 | 98.0 | 94.9 | 81.6 | 96.2 | 5.9 |
WVL1 | 8 | 38.9 | 99.8 | 92.1 | 84.1 | 91.8 | 87.0 | 90.5 | 93.5 | 1.9 |
WVL2 | 8 | 1.2 | 88.9 | 36.6 | 69.8 | 59.3 | 86.8 | 36.8 | 87.0 | 40 |
LI | 8 | 0.1 | 94.9 | 27.5 | 76.5 | 19.4 | 77.8 | 12.1 | 86.6 | 15 |
TOMP | 8 | 0.2 | 40.6 | 26.7 | 53.2 | 24.8 | 49.4 | 12.7 | 45.0 | 0.84 |