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Table 4 Number and fraction of healthy, aseptic and septic patients on partially observed data for: 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).

From: A data-driven acute inflammation therapy

  Healthy (total 321) Aseptic
(total 321)
Septic (total 321) Harmed (total 119) Rescued (total 202)
Mismatch 250 (77.88%) 59 (18.38%) 12 (3.74%) 2 (1.68%) 133 (65.84%)
DD-MPC 267 (83.18%) 12 (3.74%) 42 (13.08%) 0 (0%) 148 (73.27%)