A method for observing ongoing patient respiratory behaviour with the NARX model (2020)
Pulmonary models have been used to capture and discriminate the respiratory mechanics of patients with pulmonary dysfunction . These models vary in nature for highly detailed and complex models  to simple, lumped parameter models [3, 4]. Both the simple and complex modelling approaches have contributed to the state of the art in decision support for respiratory care. The NARX model of respiratory mechanics is a comparatively complex lumped parameter model that captures changes in elastance during pulmonary recruitment . It has exhibited strong ability to interpolate and extrapolate across mechanical ventilation settings.
CitationDocherty PD, Lerios T, Laufer B, Chase G, Moeller K (2020). A method for observing ongoing patient respiratory behaviour with the NARX model. Paris, France: Virtual Physiological Human 2020 (VPH 2020). 24/08/2020-28/08/2020.
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ANZSRC Fields of Research32 - Biomedical and clinical sciences::3201 - Cardiovascular medicine and haematology::320103 - Respiratory diseases
40 - Engineering::4003 - Biomedical engineering::400303 - Biomechanical engineering
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