title: Retrospective evaluation of a decision support system for controlled mechanical ventilation.
abstract: Management of mechanical ventilation in intensive care patients is complicated by conflicting clinical goals. Decision support systems (DSS) may support clinicians in finding the correct balance. The objective of this study was to evaluate a computerized model-based DSS for its advice on inspired oxygen fraction, tidal volume and respiratory frequency. The DSS was retrospectively evaluated in 16 intensive care patient cases, with physiological models fitted to the retrospective data and then used to simulate patient response to changes in therapy. Sensitivity of the DSS's advice to variations in cardiac output (CO) was evaluated. Compared to the baseline ventilator settings set as part of routine clinical care, the system suggested lower tidal volumes and inspired oxygen fraction, but higher frequency, with all suggestions and the model simulated outcome comparing well with the respiratory goals of the Acute Respiratory Distress Syndrome Network from 2000. Changes in advice with CO variation of about 20% were negligible except in cases of high oxygen consumption. Results suggest that the DSS provides clinically relevant and rational advice on therapy in agreement with current 'best practice', and that the advice is robust to variation in CO.
authors: Center for Model-based Medical Decision Support, Department of Health Science and Technology, Aalborg University, Aalborg East, Denmark. dank@hst.aau.dk
authors: Dan S
authors: DS
authors: Karbing
authors: Charlotte
authors: C
authors: Allerød
authors: Lars P
authors: LP
authors: Thomsen
authors: Kurt
authors: K
authors: Espersen
authors: Per
authors: P
authors: Thorgaard
authors: Steen
authors: S
authors: Andreassen
authors: Søren
authors: S
authors: Kjærgaard
authors: Stephen E
authors: SE
authors: Rees
mesh_terms: D000368:Aged; D003198:Computer Simulation; D003422:Critical Care / Q000379:methods; D020000:Decision Support Systems, Clinical; D005260:Female; D006801:Humans; D008297:Male; D008875:Middle Aged; D008954:Models, Biological; D011659:Pulmonary Gas Exchange / Q000502:physiology; D012121:Respiration, Artificial / Q000379:methods*; D012189:Retrospective Studies