Table 5 Comparison of the hemorrhage results of this work to previous hemorrhage studies
From: Monitoring of hemorrhage and whole blood resuscitation in non-human primates
List by Author | Dataset Type | # of Subjects | Best Performing Feature Set (# of Features) | RMSE (%) | R2 | Single Most Important Feature |
|---|---|---|---|---|---|---|
Current paper (Arshad et al.) | NHP | 12 | EWPA (1) | 13 ± 3 | 0.79 ± 0.09 | EWPA |
Gupta et al.23 | LBNP | 13 | ABP Waveform (6) | 14 ± 2 | 0.76 ± 0.10 | HRDN |
Gupta et al.24 | LBNP | 40 | All Features (10) | 15 ± 3 | 0.76 ± 0.07 | HRDN |
Bedolla et al.25 | LBNP | 218 | All Features (15) | 16 | 0.78 | HRIP |
