Abstract
In this paper the analysis of the premature born babies abdominal blood oxidation values as a signal is conducted with the goal of acquisition of the basic parameters of the signal and establishing the reference parameters for further studies. The authors also study the behavior of the signal and determine the possibility of its prediction using ARIMA model. To authors’ knowledge no such analysis of the signal from preterm babies was conducted yet, both from medical and computer science points of view, so in this paper they also try to answer the question whether the signal may be reliable for further studies on the possible use of it in monitoring and diagnosis of the preterm babies.
This is a preview of subscription content, log in via an institution.
Buying options
Tax calculation will be finalised at checkout
Purchases are for personal use only
Learn about institutional subscriptionsPreview
Unable to display preview. Download preview PDF.
References
Denault, A., Deschamps, A., Murkin, J.: Cerebral Oximetry Monitoring in Anesthesiology. Anesthesiology Rounds 7(2) (2008)
O’Neill, C.: Cubic Spline Interpolation, http://www.golems.org/files/cubicspline.pdf (accessed May 28, 2002)
Cleveland, W.: Robust Locally Weighted Regression and Smoothing Scatterplots. Journal of the American Statistical Association 74(368), 829–836 (1979)
Puka, L.: Kendall’s Tau. In: International Encyclopedia of Statistical Science, pp. 713–715. Springer, Heidelberg (2011)
Gooch, J.: Spearman Rank Correlation Coefficient. In: Encyclopedic Dictionary of Polymers, pp. 996–997. Springer, New York (2011)
Weisburd, D., Britt, C.: Measuring Association for Interval-Level Data: Pearson’s Correlation Coefficient. In: Statistics in Criminal Justice, pp. 381–420. Springer US (2007)
del Barrio, E., Cuesta-Albertos, J., Matrn, C., Csrg, S., Cuadras, C., de Wet, T., Gin, E., Lockhart, R., Munk, A., Stute, W.: Contributions of empirical and quantile processes to the asymptotic theory of goodness-of-fit tests. Test 9(1), 1–96 (2000)
Said, S., Dickey, D.: Testing for Unit Roots in Autoregressive-Moving Average Models of Unknown Order. Biometrika 71(3), 599–607 (1984)
Phillips, P., Perron, P.: Testing for a Unit Root in Time Series Regression. Biometrika 75(2), 335–346 (1988)
Chatfiel, C.: The Analysis of Time Series: An Introduction, 6th edn. Chapman and Hall (2003)
Shumway, R., Stoffer, D.: ARIMA Models. Time Series Analysis and Its Applications, pp. 83–171. Springer, New York (2011)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2012 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Szczepański, A., Szczepański, M., Misztal, K., Kulikowska, E. (2012). Analysis of the Abdominal Blood Oxygenation Signal of Premature Born Babies. In: Bolc, L., Tadeusiewicz, R., Chmielewski, L.J., Wojciechowski, K. (eds) Computer Vision and Graphics. ICCVG 2012. Lecture Notes in Computer Science, vol 7594. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-33564-8_78
Download citation
DOI: https://doi.org/10.1007/978-3-642-33564-8_78
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-642-33563-1
Online ISBN: 978-3-642-33564-8
eBook Packages: Computer ScienceComputer Science (R0)