Abstract
Mechanical heart supporting is one of possible therapies in case of circulatory system insufficiency. It is realized by application of various types of Ventricular Assist Devices (VAD). For monitoring, optimizing and automatic control of heart supporting process it is necessary to measure blood volume pumped through the VAD during single cycle. The paper presents a novel approach to the problem of reliable VAD’s output estimation by the use of membrane’s shape pattern recognition and related blood’s chamber volume determination. Among many possibilities, the application of pattern recognition system has been decided leading to the promising results and making possible implementation of the automatic control algorithm in the future for the whole measurement process.
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References
Red Religa Z (1993) An outline of cardio-surgery. PZWL, Warsaw,(in Polish)
Internet: www.sztuczneserce.pl/misja.html
Religa Z, Kustosz R (2002) Mechanical heart supporting. Coronary vessels surgery. PZWL, Warsaw, str. 158–166. (in Polish)
Li J (2004) Dynamics of the vascular system. World Scientific Publishing. Singapore
Guyton A C (1991) Textbook of Medical Physiology. SAUNDERS Co., Philadelphia
Gawlikowski M, Pustelny T, Kustosz R (2006) Non invasive blood volume measurement in pneumatic ventricular assist device POLVAD. Molecular and Quantum Acoustics Vol. 27, p. 97–106
Gawlikowski M, et al (2006) Preliminary investigations regarding the possibility of acoustic resonant application for blood volume measurement in pneumatic ventricular assist device Molecular and Quantum Acoustic, Vol. 27, p. 89–96
Komorowski D, Tkacz E, Kustosz R (2002) An Application of the Neural Network for Output Flow Estimation in the Pneumatically Driven Polish Ventricular Assist Device (POLVAD) 29th ESAO Congress European Society for Artificial Organs, Viena, Austria, The International Journal of artificial Organs, vol. 20, no. 10
Komorowski D, Tkacz E, (2005) Output Flow Estimation of Pneumatically Controlled Ventricular Assist Device with the Help of Artificial Neural Network’, Computer Recognition System, Proceedings of the 4th International Conference on Computer Recognition Systems CORES’05, p. 561–568, ISSN 1434–9222, Springer-Verlag Berlin Haidelberg
Komorowski D, Pietraszek S, Darlak M (2006) Pressure and Output Flow Estimation of Pneumatically Controlled Ventricular Assist Device (VAD) with the help of Both Acceleration and Gyro Sensors, World Congress on Medical Physics and Biomedical Engineering, Seoul, Korea, Issue on CD
Soille P (1999), Morphological Image Analysis:Principles and Applications, Springer-Verlag, pp. 173–174
Matlab (2006), Image Processing Toolbox Manual
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Komorowski, D., Gawlikowski, M. (2007). Preliminary Investigations Regarding the Blood Volume Estimation in Pneumatically Controlled Ventricular Assist Device by Pattern Recognition. In: Kurzynski, M., Puchala, E., Wozniak, M., Zolnierek, A. (eds) Computer Recognition Systems 2. Advances in Soft Computing, vol 45. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-75175-5_70
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DOI: https://doi.org/10.1007/978-3-540-75175-5_70
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-75174-8
Online ISBN: 978-3-540-75175-5
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