Evaluation of the SIMULRESP: A simulation software of child and teenager cardiorespiratory physiology
Résumé
Abstract Background Mathematical models based on the physiology when programmed as a software can be used to teach cardiorespiratory physiology and to forecast the effect of various ventilatory support strategies. We developed a cardiorespiratory simulator for children called “SimulResp.” The purpose of this study was to evaluate the quality of SimulResp. Methods SimulResp quality was evaluated on accuracy, robustness, repeatability, and reproducibility. Blood gas values (pH, PaCO 2 , PaO 2, and SaO 2 ) were simulated for several subjects with different characteristics and in different situations and compared to expected values available as reference. The correlation between reference and simulated data was evaluated by the coefficient of determination and Intraclass correlation coefficient. The agreement was evaluated with the Bland & Altman analysis. Results SimulResp produced healthy child physiological values within normal range (pH 7.40 ± 0.5; PaCO 2 40 ± 5 mmHg; PaO 2 90 ± 10 mmHg; SaO 2 97 ± 3%) starting from a weight of 25−35 kg, regardless of ventilator support. SimulResp failed to simulate accurate values for subjects under 25 kg and/or affected with pulmonary disease and mechanically ventilated. Based on the repeatability was considered as excellent and the reproducibility as mild to good. SimulResp's prediction remains stable within time. Conclusions The cardiorespiratory simulator SimulResp requires further development before future integration into a clinical decision support system.
Domaines
Informatique [cs]
Origine : Fichiers produits par l'(les) auteur(s)