A discriminant-analysis-based suction detection system for rotary blood pumps

Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings

Volumn , Issue , 2006, Pages 5382-5385

  Ferreira, Antonio ^b   Chen, Shaohui ^b   Simaan, Marwan A ^a,b   Boston, J Robert ^a,b   Antaki, James F ^a,c  

^a IEEE

^b University of Pittsburgh   (United States)

^c CARNEGIE MELLON UNIVERSITY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

BLOOD; COMPUTER SIMULATION; DISCRIMINANT ANALYSIS; FREQUENCY DOMAIN ANALYSIS; STATISTICAL METHODS; TIME DOMAIN ANALYSIS;

LEFT VENTRICULAR ASSIST DEVICES; PUMP FLOW PULSATILITY; ROTARY BLOOD PUMPS; SUCTION DETECTION SYSTEM;

HUMAN REHABILITATION EQUIPMENT;

ANIMAL; ARTICLE; ASSISTED CIRCULATION; BIOMEDICAL ENGINEERING; CATTLE; COMPUTER SIMULATION; DISCRIMINANT ANALYSIS; EQUIPMENT; EQUIPMENT DESIGN; FOURIER ANALYSIS; HEART ASSIST DEVICE; HEMODYNAMICS; METHODOLOGY; PULSATILE FLOW; REPRODUCIBILITY; SIGNAL PROCESSING; STATISTICAL MODEL; TIME;

ANIMALS; ASSISTED CIRCULATION; BIOMEDICAL ENGINEERING; CATTLE; COMPUTER SIMULATION; DISCRIMINANT ANALYSIS; EQUIPMENT DESIGN; FOURIER ANALYSIS; HEART-ASSIST DEVICES; HEMODYNAMICS; MODELS, STATISTICAL; PULSATILE FLOW; REPRODUCIBILITY OF RESULTS; SIGNAL PROCESSING, COMPUTER-ASSISTED; TIME FACTORS;

EID: 34047105165     PISSN: 05891019     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IEMBS.2006.260621     Document Type: Conference Paper

References (10)

1. Boston, J.R.; Antaki, J.F.; Simaan, M.A.,"Hierarchical control of heart-assist devices", IEEE Robotics & Automation Magazine, vol. 10, 1, pp. 54-64, March 2003.
2. Maslen, E.H.; Bearnson, G.B.; Allaire, P.E.; Flack, R.D.; Baloh, M.; Hilton, E.; Noh, M.D.; Olsen, D.B.; Khanwilkar, P.S.; Long, J.D.,"Feedback Control Applications in Artificial Heart", IEEE Control Systems Magazine, vol. 18, 6, pp. 26-34, December 1998.
3. Giridharan, G., Skliar, M.,"Physiological Control of Blood Pumps Without Implantable Sensors", Proc. of American Control Conference, Denver, CO, June 2003, pp. 471-476.
4. Yuhki, A., Nogawa, E., Miura, M., Shimazaki, Y., Takatani, S."Detection of Suction and Regurgitation of the Implantable Centrifugal Pump Based on the Motor Current Waveform Analysis and Its Application to Optimization of Pump Flow", Artificial Organs, vol. 23, 6, pp. 532-537, 1999.
5. Vollkron, M., Shima, H., Huber, L., Benkowski, R., Morello, G., Wieselthaler, G. "Development of a Suction Detection System for Axial Blood Pumps", Artificial Organs, vol. 28, 8, pp. 709-716, 2004.
6. Ferreira, A., Simaan, M.A., Boston, J.R., and Antaki, J.F. "Frequency and time-frequency based indices for suction detection in rotary blood pumps". Proc. of the IEEE ICASSP, Toulouse, France, May 14-19, pp. 1064-1067, 2006.
7. L. Cohen, "Time-Frequency Analysis". Prentice-Hall, Englewood Cliffs, NJ, 1995.
8. Duda, Richard O., Hart, Peter E., and Stork, David. "Pattern Classification". 2nd ed., John Willey & Sons, New York, NY, 654p., 2001.
9. Ripley, B. D. "Pattern Recognition and Neural Networks". Cambridge University Press, UK, 1996.
10. Lattin, James, Carroll, J. Douglas., and Green, Paul E. "Analyzing Multivariate Data". Thomson Brooks/Cole, Pacific Grove, CA, 556p., 2003.