Pulse pressure variation estimation using a sequential Monte Carlo method

Proceedings of the 31st Annual International Conference of the IEEE Engineering in Medicine and Biology Society: Engineering the Future of Biomedicine, EMBC 2009

Volumn , Issue , 2009, Pages 5713-5716

  Kim, Sunghan ^a   Aboy, Mateo ^b   McNames, James ^a  

^a PORTLAND STATE UNIVERSITY   (United States)

^b OREGON INSTITUTE OF TECHNOLOGY   (United States)

Author keywords

Amplitude modulation; Amplitude modulation index; Pulse pressure variation; Sequential Monte Carlo method; State space model

Indexed keywords

AMPLITUDE MODULATION; BLOOD PRESSURE; MODULATION; STATE SPACE METHODS;

ARTERIAL BLOOD PRESSURE; AUTOMATIC ALGORITHMS; FLUID RESPONSIVENESS; MARGINALIZED PARTICLE FILTERS; MAXIMUM A POSTERIORS; PULSE-PRESSURE VARIATIONS; SEQUENTIAL MONTE CARLO METHODS; STATE - SPACE MODELS;

MONTE CARLO METHODS;

EID: 77951014389     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IEMBS.2009.5332663     Document Type: Conference Paper

References (13)

1. F. Michard, S. Boussat, D. Chemla, N. Anguel, A. Mercat, Y. Lecarpentier, C. Richard, M. R. Pinsky, and J. L. Teboul, "Relation between respiratory changes in arterial pulse pressure and fluid responsiveness in septic patients with acute circulatory failure.," American Journal of Respiratory and Critical Care Medicine, vol.162, no.1, pp. 134-138, Jul 2000.
2. F. Michard, L. Ruscio, and J. L. Teboul, "Clinical prediction of fluid responsiveness in acute circulatory failure related to sepsis.," Intensive Care Medicine, vol.27, no.7, pp. 1238, Jul 2001.
3. Frdric Michard and Jean-Louis Teboul, "Predicting fluid responsiveness in ICU patients: a critical analysis of the evidence.," Chest, vol.121, no.6, pp. 2000-2008, Jun 2002.
4. Andreas Kramer, David Zygun, Harvey Hawes, Paul Easton, and Andre Ferland, "Pulse pressure variation predicts fluid responsiveness following coronary artery bypass surgery.," Chest, vol.126, no.5, pp. 1563-1568, Nov 2004.
5. C. K. Hofer, L. Furrer, S. Matter-Ensner, M. Maloigne, R. Klaghofer, M. Genoni, and A. Zollinger, "Volumetric preload measurement by thermodilution: a comparison with transoesophageal echocardiography.," Br J Anaesth, vol.94, no.6, pp. 748-755, Jun 2005.
6. M. Aboy, J. McNames, T. Thong, C.R. Phillips, M.S. Ellenby, and B. Goldstein, "A novel algorithm to estimate the pulse pressure variation index," IEEE Transactions on Biomedical Engineering, vol.51, pp. 2198-2203, 2004.
7. Maxime Cannesson, Juliette Slieker, Olivier Desebbe, Christian Bauer, Pascal Chiari, Roland Hnaine, and Jean-Jacques Lehot, "The ability of a novel algorithm for automatic estimation of the respiratory variations in arterial pulse pressure to monitor fluid responsiveness in the operating room.," Anesth Analg, vol.106, no.4, pp. 1195-1200, table of contents, Apr 2008.
8. Olivier Cappé, Simon Godsill, and Eric Moulines, "An overview of existing methods and recent advances in sequential Monte Carlo," in Proceedings of the IEEE. May 2007, vol.95, pp. 899-924, IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC.
9. J. McNames and M. Aboy, "Statistical modeling of cardiovascular signals and parameter estimation based on the extended kalman filter," IEEE Transactions on Biomedical Engineering, vol.55, no.1, pp. 119-129, Jan. 2008.
10. Sunghan Kim, Lars Holmstrom, and James McNames, "Multiharmonic Tracking Using Marginalized Particle Filters," in 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society - Proceedings, Aug. 2008, pp. 29-33.
11. S. Kim, L. Holmstrom, and J. McNames, "The maximum a posteriori adaptive marginalized particle filter," Submitted to Transactions on Signal Processing.
12. A. L. Goldberger, L. A. N. Amaral, L. Glass, J. M. Hausdorff, P. Ch. Ivanov, R. G. Mark, J. E. Mietus, G. B. Moody, C.-K. Peng, and H. E. Stanley, "PhysioBank, PhysioToolkit, and PhysioNet: Components of a new research resource for complex physiologic signals," Circulation, vol.101, no.23, pp. e215-e220, Jun. 2000, Circulation Electronic Pages: http://circ.ahajournals. org/cgi/content/full/101/23/e215.
13. G. B. Moody and R. G. Mark, "A database to support development and evaluation of intelligent intensive care monitoring," Computers in Cardiology, vol.23, pp. 657-660, 1996.