Table 2 Number and fraction of patients on fully observed data for: model with no therapy applied (Placebo), model with constant anti-inflammatory dose (Static), MPC with mathematical predictive model with set of parameters equal to parameters of a single patient (Mismatch) and MPC with data-driven predictive model learned on small data sample (DD-MP C) and MPC with data-driven predictive model learned on small data sample with 5% additive Gaussian noise in observations (DD-MPC+nois e).
| Â | Healthy (total 321) | Aseptic (total 321) | Septic (total 321) | Harmed (total 119) | Rescued (total 202) |
|---|---|---|---|---|---|
Placebo | 119 (37.07%) | 117 (36.45%) | 85 (26.48%) | N/A | N/A |
Static | 140 (43.61%) | 96 (29.91%) | 85 (26.48%) | 3 (2.52%) | 24 (11.88%) |
Mismatch | 267 (83.18%) | 50 (15.58%) | 4 (1.25%) | 0 (0%) | 148 (73.27%) |
DD-MPC | 294 (91.59%) | 24 (8.41%) | 0 (0%) | 0 (0%) | 175 (86.63%) |
DD-MPC+noise | 284 (88.47%) | 33 (10.28%) | 4 (1.25%) | 0 (0%) | 165 (81.68%) |