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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).

From: A data-driven acute inflammation therapy

  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%)