Pulse morphology visualization and analysis with applications in cardiovascular pressure signals

IEEE Transactions on Biomedical Engineering

Volumn 54, Issue 9, 2007, Pages 1552-1559

  Ellis, Tim ^a   McNames, James ^a   Aboy, Mateo ^a,b,c  

^a Portland State University   (United States)

^b OREGON INSTITUTE OF TECHNOLOGY   (United States)

^c UNIVERSITY OF LONDON   (United Kingdom)

Author keywords

Arterial blood pressure (ABP); Hemodynamics; Intracranial pressure (ICP); Point process; Pulse contour analysis; Pulse morphology; Pulse pressure; Traumatic brain injury (TBI)

Indexed keywords

ALGORITHMS; BLOOD PRESSURE; BRAIN; HEMODYNAMICS; SIGNAL PROCESSING;

ARTERIAL BLOOD PRESSURE (ABP); INTRACRANIAL PRESSURE (ICP); POINT PROCESS; PULSE CONTOUR ANALYSIS; PULSE MORPHOLOGY; TRAUMATIC BRAIN INJURY (TBI);

BIOMEDICAL ENGINEERING;

ARTERIAL PRESSURE; ARTICLE; CENTRAL VENOUS PRESSURE; DATA ANALYSIS; FREQUENCY MODULATION; HEART BEAT; INTRACRANIAL PRESSURE; MORPHOLOGY; PULSE RATE; REGRESSION ANALYSIS; SIGNAL PROCESSING; SIGNAL TRANSDUCTION; TECHNIQUE; TRAUMATIC BRAIN INJURY;

ALGORITHMS; BLOOD PRESSURE; BLOOD PRESSURE DETERMINATION; BRAIN INJURIES; CHILD; DIAGNOSIS, COMPUTER-ASSISTED; HUMANS; INTRACRANIAL PRESSURE; MANOMETRY; PATTERN RECOGNITION, AUTOMATED; REPRODUCIBILITY OF RESULTS; SENSITIVITY AND SPECIFICITY;

EID: 34548137031     PISSN: 00189294     EISSN: None     Source Type: Journal    
DOI: 10.1109/TBME.2007.892918     Document Type: Article

References (35)

1. K. Wesseling, R. Purschke, N. Smith, H. Wüst, B. de Wit, and H. Weber, "A computer module for the continuous monitoring of cardiac output in the operating theatre and the ICU," Acta Anaesthesiol Belg, vol. 27, pp. 327-341, 1976, suppl.
2. G. McVeigh, C. Bratteli, D. Morgan, C. Alinder, S. Glasser, S. Finkelstein, and J. Cohn, "Age-related abnormalities in arterial compliance identified by pressure pulse contour analysis: Aging and arterial compliance," Hypertension, vol. 33, no. 6, pp. 1392-1398, Jun. 1999.
3. O. Göodje, C. Thiel, P. Lamm, H. Reichenspurner, C. Schmitz, A. Schütz, and B. Reichart, "Less invasive, continuous hemodynamic monitoring during minimally invasive coronary surgery," Ann. Thorac Surg., vol. 68, no. 4, pp. 1532-1536, Oct. 1999.
4. N. Linton and R. Linton, "Estimation of changes in cardiac output from the arterial blood pressure wave form in the upper limb," Br. J. Anaesth., vol. 86, no. 4, pp. 486-496, Apr. 2001.
5. J. C. Chaney and S. Derdak, "Minimally invasive hemodynamic monitoring for the intensivist: Current and emerging technology," Crit. Care Med. vol. 30, no. 10, pp. 2338-2345, Oct. 2002 [Online]. Available: http://www.dx.doi.org/10.1097/01.CCM.000002918657736.02
6. G. E. McVeigh, P. K. Hamilton, and D. R. Morgan, "Evaluation of mechanical arterial properties: Clinical, experimental and therapeutic aspects," Clin. Sci. (Lond), vol. 102, no. 1, pp. 51-67, Jan. 2002.
7. O. Gödje, K. Höke, A. E. Goetz, T. W. Felbinger, D. A. Reuter, B. Reichart, R. Friedl, A. Hannekum, and U. J. Pfeiffer, "Reliability of a new algorithm for continuous cardiac output determination by pulse-contour analysis during hemodynamic instability," Crit. Care Med., vol. 30, no. 1, pp. 52-58, Jan. 2002.
8. G. Rödig, C. Prasser, C. Keyl, A. Liebold, and J. Hobbhahn, "Continuous cardiac output measurement: Pulse contour analysis vs thermodilution technique in cardiac surgical patients," Br. J. Anaesth., vol. 82, no. 4, pp. 525-530, Apr. 1999.
9. L. Resnick, D. Militianu, A. Cunnings, J. Pipe, J. Evelhoch, R. Soulen, and M. Lester, "Pulse waveform analysis of arterial compliance: Relation to other techniques, age, and metabolic variables," Am. J. Hypertens., vol. 13, no. 12, pp. 1243-1249, Dec. 2000.
10. J. Cohn, S. Finkelstein, G. McVeigh, D. Morgan, L. LeMay, J. Robinson, and J. Mock, "Noninvasive pulse wave analysis for the early detection of vascular disease," Hypertension, vol. 26, no. 3, pp. 503-508, Sep. 1995.
11. P. Adelson and P. Kochanek, "Head injury in children," J. Child Neurol., vol. 13, no. 1, pp. 2-15, 1998.
12. P. Adelson, S. Bratton, N. Carney, R. Chesnut, H. du Cordray, B. Goldstein, P. Kochanek, H. Miller, M. Partington, N. Selden, C. Warden, and D. Wight, "Guidelines for the acute medical management of traumatic brain injury in infants, children, and adolescents," Crit. Care Med., vol. 31, no. 6 (Suppl), pp. S417-S490, Jun. 2003.
13. B. North, "Intracranial pressure monitoring," in Head Injury, P. Reilly and R. Bullock, Eds. London, U.K.: Chapman & Hall, 1997, pp. 209-216.
14. J. F. Kraus, A. Rock, and P. Hemyari, "Brain injuries among infants, children, adolescents, and young adults," Am. J. Diseases Children, vol. 144, no. 6, pp. 684-691, Jun. 1990.
15. M. Czosnyka and J. D. Pickard, "Monitoring and interpretation of intracranial pressure," J. Neurol. Neurosurg. Psychiatry, vol. 75, no. 5, pp. 813-821, Jun. 2004.
16. T. G. Luerssen, "Intracranial pressure: Current status in monitoring and management," Sem. Pediatr. Neurol., vol. 4, no. 3, pp. 146-155, Sep. 1997.
17. C. Contant, C. Robertson, J. Crouch, S. Gopinath, R. Narayan, and R. Grossman, "Intracranial pressure waveform indices in transient and refractory intracranial hypertension," J. Neurosci. Meth., vol. 57, no. 1, pp. 15-25, Mar. 1995.
18. H. D. Portnoy, M. Chopp, C. Branch, and M. B. Shannon, "Cerebrospinal fluid pulse waveform as an indicator of cerebral autoregulation," J. Neurosurg., vol. 56, no. 5, pp. 666-678, May 1982.
19. M. Balestreri, M. Czosnyka, L. Steiner, E. Schmidt, P. Smielewski, B. Matta, and J. Pickard, "Intracranial hypertension: What additional information can be derived from ICP waveform after head injury?," Acta Neurochir (Wien), vol. 146, no. 2, pp. 131-141, Feb. 2004.
20. M. Czosnyka, E. Guazzo, M. Whitehouse, P. Smielewski, Z. Czosnyka, P. Kirkpatrick, S. Piechnik, and J. Pickard, "Significance of intracranial pressure waveform analysis after head injury," Acta Neurochirurgica, vol. 138, no. 5, pp. 531-541, 1996.
21. M. J. Dubin, G. Magram, and A. K. Prasad, "Intracranial pressure waveform analysis: Computation of pressure transmission and waveform shape indicators," Neurological Res., vol. 20, no. 6, pp. 533-541, Sep. 1998.
22. M. Chopp and H. Portnoy, "Systems analysis of intracranial pressure. Comparison with volume-pressure test and CSF-pulse amplitude analysis," J. Neurosurg., vol. 53, no. 4, pp. 516-527, Oct. 1980.
23. H. D. Portnoy and M. Chopp, "Cerebrospinal fluid pulse wave form analysis during hypercapnia and hypoxia," Neurosurgery, vol. 9, no. 1, pp. 14-27, 1981.
24. E. L. Foltz, J. P. Blanks, and K. Yonemura, "CSF pulsatility in hydrocephalus: Respiratory effect on pulse wave slope as an indicator of intracranial compliance," Neurological Res., vol. 12, no. 2, pp. 67-74, Jun. 1990.
25. D. Doyle and P. Mark, "Analysis of intracranial pressure," J. Clin. Monit., vol. 8, no. 1, pp. 81-90, Jan. 1992.
26. T. Ellis, J. McNames, and B. Goldstein, "Residual pulse morphology visualization and analysis in pressure signal," in Proc. 27th Annu. Int. Conf. IEEE Engineering in Medicine and Biology, Shanghai, China, Sep. 1-4, 2005, pp. 2880-2883.
27. I. R. Piper, J. D. Miller, N. M. Dearden, J. R. S. Leggate, and I. Robertson, "Systems analysis of cerebrovascular pressure transmission: An observational study in head-injured patients," J. Neurosurg., vol. 73, no. 6, pp. 871-880, Dec. 1990.
28. J. McNames, "An effective color scale for simultaneous color and grayscale publications," IEEE Signal Process. Mag., vol. 23, no. 1, pp. 82-87, Jan. 2006.
29. J. van Lieshout and K. Wesseling, "Continuous cardiac output by pulse contour analysis?," Br. J. Anaesth., vol. 86, no. 4, pp. 467-469, Apr. 2001.
30. M. Aboy, J. R. Fernández, and R. C. Hermida, "Methodological considerations in the evaluation of the duration of action of antihypertensive therapy using ambulatory blood pressure monitoring," Blood Press Monit., vol. 10, no. 3, pp. 111-115, Jun. 2005.
31. N. Lundberg, "Continuous recording and control of ventricular fluid pressure in neurosurgical practice," Acta Psychiatrica et Neurologica Scandinavica, vol. 36, no. Suppl. 149, pp. 1-193, 1960.
32. C. Avezaat, J. van Eijndhoven, and D. Wyper, "Cerebrospinal fluid pulse pressure and intracranial volume-pressure relationships," J. Neurol. Neurosurg. Psychiatry, vol. 42, no. 8, pp. 687-700, Aug. 1979.
33. 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 Trans. Biomed. Eng., vol. 51, no. 12, pp. 2198-2203, Dec. 2004.
34. M. Balesteri, M. Czosnyka, L. Steiner, E. Schmidt, B. Smielewski, B. Matta, and J. Pickard, "Intracranial hypertension: What additional information can be derived from ICP waveform after injury?," Acta Neurochirurgica, vol. 146, no. 2, pp. 131-141, Feb. 2004.
35. R. Panerai, "Assessment of cerebral pressure autoregulation in humans - a review of measurement methods," Physiol. Meas., vol. 19, no. 3, pp. 305-338, Aug. 1998.