Confidence interval estimation for oscillometric blood pressure measurements using bootstrap approaches

IEEE Transactions on Instrumentation and Measurement

Volumn 60, Issue 10, 2011, Pages 3405-3415

  Lee, Soojeong ^a   Bolic, Miodrag ^b   Groza, Voicu Z ^b   Dajani, Hilmi R ^b   Rajan, Sreeraman ^b  

^a Sogang University   (South Korea)

^b UNIVERSITY OF OTTAWA   (Canada)

Author keywords

Blood pressure (BP); bootstrap; confidence interval (CI); oscillometric method

Indexed keywords

BOOTSTRAP; BOOTSTRAP APPROACH; BOOTSTRAP PRINCIPLE; CONFIDENCE INTERVAL; CONFIDENCE INTERVAL ESTIMATION; CONVENTIONAL METHODS; CUFF PRESSURE; EXPERIMENTAL DATA; NON-PARAMETRIC; OSCILLOMETRIC METHOD; PSEUDO MEASUREMENTS; SINGLE-STEP; SMALL SAMPLES; SYSTOLIC BLOOD PRESSURE; T-DISTRIBUTION;

BLOOD; BLOOD PRESSURE; ESTIMATION; FINANCIAL DATA PROCESSING;

STATISTICAL METHODS;

EID: 80052851824     PISSN: 00189456     EISSN: None     Source Type: Journal    
DOI: 10.1109/TIM.2011.2161926     Document Type: Conference Paper

References (24)

1. L. A. Geddes, M. Voelz, C. Combs, D. Reiner, and C. F. Babbs, "Characterization of the oscillometric method for measuring indirect blood pressure," Ann. Biomed. Eng, vol. 10, no. 6, pp. 271-280, Nov. 1982.
2. G. Drzewiecki, R. Hood, and H. Apple, "Theory of the oscillometric maximum and the systolic and diastolic ratios," Ann. Biomed. Eng, vol. 22, no. 1, pp. 88-96, Jan./Feb. 1994.
3. P. D. Baker, D. R. Westenskow, and K. Kuck, "Theoretical analysis of non-invasive oscillometric maximum amplitude algorithm for estimating mean blood pressure," Med. Biol. Eng. Comput., vol. 35, no. 3, pp. 271-278, May 1997.
4. H. D. Kiers, J. M. Hofstra, and J. F. M. Wetzela, "Oscillometric blood pressure measurements: Differences between measured and calculated mean arterial pressure," Netherlands J. Med., vol. 66, no. 11, pp. 474-479, Dec. 2008.
5. M. Forouzanfar, H. R. Dajani, V. Z. Groza, M. Bolic, and S. Rajan, "Oscillometric blood pressure estimation using principal component analysis and neural networks," in Proc. IEEE TIC-STH, Toronto, ON, Canada, Sep. 2009, pp. 981-986.
6. S. Chen, V. Z. Groza, M. Bolic, and H. R. Dajani, "Assessment of algorithms for oscillometric blood pressure measurement," in Proc. Int. Conf. IEEE Instumen. Meas. Technol., Singapore, May 2009, pp. 1763-1767.
7. L. R. Krakoff, "Confidence limits for interpretation of home blood pressure recordings," Blood Press. Monit., vol. 14, no. 4, pp. 172-177, Aug. 2009.
8. B. Efron, "Bootstrap methods: Another look at the jackknife," Ann. Stat., vol. 7, no. 1, pp. 1-26, Jan. 1979.
9. B. Efron and R. Tibshirani, "Bootstrap methods for standard errors, confidence interval, and other measures of statistical accuracy," Stat. Sci., vol. 1, no. 1, pp. 54-75, Feb. 1986.
10. A. M. Zoubir and B. Boashash, "The bootstrap and its application in signal processing," IEEE Signal Process. Mag., vol. 15, no. 1, pp. 56-76, Jan. 1998.
11. S. Lee, V. Z. Groza, M. Bolic, H. R. Dajani, and S. Rajan, "Confidence interval estimation for blood pressure measurements with non-parametric bootstrap approach," in Proc. IEEE Int. Workshop MeMeA, Ottawa, ON, Canada, Apr. 30-May, 1 2010, pp. 130-133.
12. BIPM, IEC, IFCC, ISO, IUPAC, and OIML Guide to the expression of uncertainty in measurement 1993.
13. A. Ferrero and S. Salicone, "Measurement uncertainty," IEEE Instrum. Meas. Mag., vol. 9, no. 3, pp. 44-51, Jun. 2006.
14. B. Efron and R. Tibshirani, An Introduction to the Bootstrap. London, U.K.: Chapman & Hall, 1993.
15. R. V. Hogg, J.W. McKean, and A. T. Craig, Introduction to Mathematical Statistics., Fifth ed. Upper Saddle River, NJ: Prentice-Hall, 2005.
16. E. Ronald and A. Walpole, Probability and Statistics for Engineers and Scientists., 3rd ed. New York: Macmillan, 1985, pp. 259-315.
17. T. J. DiCiccio and B. Efron, "Bootstrap confidence intervals," Stat. Sci., vol. 11, no. 3, pp. 189-228, Aug. 1996.
18. A. M. Zoubir, Bootstrap Techniques for Signal Processing. Cambridge, U.K.: Cambridge Univ. Press, 2004.
19. S. C. Chapra, Applied Numerical Methods With MATLAB. NewYork: McGraw-Hill, 2005.
20. S. Chen, "Improving algorithms for oscillometric blood pressure estimation by suppressing breathing effects," M.S. thesis, Master Appl. Sci., Elect. Comput. Eng., Univ. Ottawa, Ottawa, ON, Canada, 2010.
21. C. T. Lin, S. H. Liu, J. J.Wang, and Z. C.Wen, "Reduction of interference in oscillometric arterial blood pressure measurement using fuzzy logic," IEEE Trans. Biomed. Eng., vol. 50, no. 4, pp. 432-441, Apr. 2003.
22. C. H. Nelson, T. J. Dorsett, and C. L. Davis, "Method for noninvasive blood pressure measurement by evaluation of waveform-specific area data," U.S. Patent 4 889 133, Dec. 26, 1989.
23. T. J. Brinton, B. Cotter, M. T. Kallasam, D. L. Brown, S. S. Chio, D. T. O'connor, and A. N. Demaria, "Development and validation of a noninvasive method to determine arterial pressure and vascular compliance," Amer. J. Cardiol., vol. 80, no. 3, pp. 323-330, Aug. 1997.
24. D. S. Moore and G. P. Mccabe, Introduction to the Practice Statistics. New York: Freeman, 2004.