Wavelet-MDL based detrending method for near infrared spectroscopy (NIRS)

Progress in Biomedical Optics and Imaging - Proceedings of SPIE

Volumn 6850, Issue , 2008, Pages

  Jang, Kwang Eun ^a   Tak, Sungho ^a   Jang, Jaeduck ^a   Jung, Jinwook ^a   Ye, Jong Chul ^a  

^a Korea Advanced Institute of Science and Technology (KAIST)   (South Korea)

Author keywords

Detrending; Global bias; Minimum description length; Near infrared spectroscopy; Wavelet

Indexed keywords

ALGORITHMS; BOOLEAN FUNCTIONS; BRAIN; EIGENVALUES AND EIGENFUNCTIONS; EVOLUTIONARY ALGORITHMS; INFRARED DEVICES; INFRARED TRANSMISSION; MATHEMATICAL MODELS; MATHEMATICAL TRANSFORMATIONS; MEASUREMENTS; NEAR INFRARED SPECTROSCOPY; SCHEDULING ALGORITHMS; SPECTROSCOPIC ANALYSIS; SPECTRUM ANALYSIS; WAVELET TRANSFORMS;

(P ,P ,T) MEASUREMENTS; APPLIED (CO); BIOMEDICAL IMAGING; BRAIN ACTIVITIES; BRAIN IMAGING; EXPERIMENTAL ERRORS; EXPERIMENTAL RESULTS; EXPLANATORY VARIABLES; FUNCTIONAL MRI (FMRI); GENERAL LINEAR MODEL (GLM); GLOBAL TRENDS; IN ORDER; LINEAR COMBINATION (LC); MULTI-MODAL; NEAR INFRARED SPECTROSCOPY (NIRS); NON INVASIVE; OVER-FITTING; OXY-AND DEOXY-HEMOGLOBIN; PET DATA; UNCORRELATED NOISE;

INFRARED SPECTROSCOPY;

EID: 42149097886     PISSN: 16057422     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1117/12.764141     Document Type: Conference Paper

References (20)

1. F. F. Jobsis, "Noninvasive, infrared monitoring of cerebral and myocardial oxygen sufficiency and circulatory parameters," Science 198(4323), pp. 1264-1267, 1977.
2. S. G. Diamond, T. J. Huppert, V. Kolehmainen, M. A. Franceschini, J. P. Kaipio, S. R. Arridge, and D. A. Boas, "Dynamic physiological modeling for functional diffuse optical tomography," NeuroImage 30, pp. 88-101, March 2006.
3. Y. Hoshi, "Functional near-infrared optical imaging: Utility and limitations in human brain mapping," Psychophysiology 40, pp. 511-520, July 2003.
4. M. L. Schroeter, M. M. Bucheler, K. Muller, K. Uludag, H. Obrig, G. Lohmann, M. Tittgemeyer, A. Villringer, and D. Y. von Cramon, "Towards a standard analysis for functional near-infrared imaging,"
5. M. M. Plichta, S. Heinzel, A. C. Ehlis, P. Pauli, and A. J. Fallgatter, "Model-based analysis of rapid eventrelated functional near-infrared spectroscopy (nirs) data: A parametric validation study," NeuroImage 35, pp. 625-634, April 2007.
6. K. J. Friston, A. P. Holmes, K. J. Worsley, J.-P. Poline, C. D. Frith, and R. S. J. Frackowiak, "Statistical parametric maps in functional imaging: A general linear approach," Human Brain Mapping 2(4), pp. 189-210, 1995.
7. K. J. Worsley and K. J. Friston, "Analysis of fmri time-series revisited-again," NeuroImage 2, pp. 173-181, September 1995.
8. F. G. Meyer, "Wavelet-based estimation of a semiparametric generalized linear model of fmri time-series," IEEE Trans. Med. Imag. 22, pp. 315-322, March 2003.
9. J. Rissanen, "Modeling by shortest data description," Automatica 41, pp. 465-471, 1978.
10. K. J. Friston, J. Ashburner, S. Kiebel, T. Nichols, and W. Penny, Statistical Parametric Mapping: The Analysis of Functional Brain Images, Academic Press, London, 2006.
11. R. N. A. Henson, C. J. Price, M. D. Rugg, R. Turner, and K. J. Friston, "Detecting latency differences in event-related bold responses: Application to words versus nonwords and initial versus repeated face presentations," NeuroImage 15(1).
12. S. Mallat, A Wavelet Tour of Signal Processing, Academic Press, New york, 1999.
13. K. L. Hurvich and C. L. Tsai, "Regression and time series model selection in small samples," Biometrika 76(2), pp. 297-307, 1989.
14. G. Schwarz, "Estimating the dimension of a model," Ann. Statist. 6, pp. 461-464, 1978.
15. P. Stoica and Y. Selen, "Model-order selection: a review of information criterion rules," IEEE Signal Processing Magazine 21, pp. 36-47, July 2004.
16. N. Saito, "Simultaneous noise suppression and signal compression using a library of orthonormal bases and the minimum description length criterion," Wavelets in Geophysics, pp. 299-324, 1994.
17. J. Rissanen, "A universal prior for integers and estimation by minimum description length," The Annals of Statistics 11(2).
18. M. Cope and D.T. Delpy, "System for long-term measurement of cerebral blood and tissue oxygenation on newborn infants by near infra-red transillumination," Medical and biological engineering and computing 26(3).
19. S. Wray, M. Cope, D. T. Delpy, J. S. Wyatt, and E. O. Reynolds, "Characterization of the near infrared absorption spectra of cytochrome aa3 and haemoglobin for the non-invasive monitoring of cerebral oxygenation," Biochimica et Biophysica Acta (BBA) - Bioenergetics 933, pp. 184-192, March 1988.
20. B. K. P. Horn, "Closed-form solution of absolute orientation using unit quaternions," J. Opt. Soc. Amer. A 4, pp. 629-642, Apri 1987.