This repository contains a model of the cardiovascular and respiratory system, which is used to simulate various physiological parameters. It is intially used to evaluate an implemented classification, proposed in the article "Algorithmic distinction of ARDS and Heart Failure in ICU data from medical embedded systems by using a computer model" [1].
The model is implemented using MATLAB/Simulink and is based on existing models from literature. The cardiovascular system is based on preceding works by Batzel et al. [2]. The respiratory system was initially presented by Tehrani et al. [3].
For a detailed documentation on how to use and start the model please see the documentation folder.
The model and associated interfaces are still being developed, as the project is still ongoing and additional features may be added in the future.
This research is part of the medical informatics initiative, in particular the SMITH project and is supported by the German Federal Ministry of Education and Research, grant numbers: 01ZZ1803K.
[1] S. Fonck, S. Fritsch, S. Kowalewski, R. Hensen and A. Stollenwerk, "Algorithmic distinction of ARDS and Heart Failure in ICU data from medical embedded systems by using a computer model"
@INPROCEEDINGS{8916835,
author={S. {Fonck} and S. {Fritsch} and S. {Kowalewski} and R. {Hensen} and A. {Stollenwerk}},
booktitle={},
title={Algorithmic distinction of ARDS and Heart Failure in ICU data from medical embedded systems by using a computer model},
year={2021},
volume={},
number={},
pages={},
keywords={},
doi={},
ISSN={},
month={}}
[2] J. J. Batzel, Franz Kappel, Daniel Schneditz, Hien T. Tran, "Cardiovascular and Respiratory Systems: Modeling, Analysis, and Control" Society for Industrial and Applied Mathematics, 2007. ISBN-13=978-0-898716-17-7
@INPROCEEDINGS{8916835,
author={F. T. {Tehrani} and S. {Abbasi}},
journal={Society for Industrial and Applied Mathematics},
title={Cardiovascular and Respiratory Systems: Modeling, Analysis, and Control},
year={2007},
volume={},
number={},
pages={},
keywords={},
ISBN-13={978-0-898716-17-7},
month={}}
[3] F. T. Tehrani, S. Abbasi, "A model-based decision support system for critiquing mechanical ventilation treatments," Journal of Clinical Monitoring and Computing, 2012, pp. 207-215. DOI 10.1007/s10877-012-9362-0
@INPROCEEDINGS{8916835,
author={F. T. {Tehrani} and S. {Abbasi}},
journal={Journal of Clinical Monitoring and Computing},
title={A model-based decision support system for critiquing mechanical ventilation treatments},
year={2012},
volume={26},
number={},
pages={207-215},
keywords={Decision support systems; Mechanical ventilation; Physiological modeling},
doi={10.1007/s10877-012-9362-0},
month={}}