Wavelet-based processing and adaptive fuzzy clustering for automated long-term polysomnography analysis

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings

Volumn 2, Issue , 2006, Pages

  Chao, Chih Feng ^a   Jiang, Joe Air ^a   Chiu, Ming Jang ^b   Lee, Ren Guey ^c  

^a NATIONAL TAIWAN UNIVERSITY   (Taiwan)

^b NATIONAL TAIWAN UNIVERSITY HOSPITAL   (Taiwan)

^c NATIONAL TAIPEI UNIVERSITY OF TECHNOLOGY   (Taiwan)

Author keywords

[No Author keywords available]

Indexed keywords

ADAPTIVE SYSTEMS; COMPUTER SIMULATION; DATABASE SYSTEMS; FEATURE EXTRACTION; FUZZY CLUSTERING; PHYSIOLOGY; SIGNAL PROCESSING;

ADAPTIVE-TO-SUBJECT; POLYSOMNOGRAPHY (PSG); PSG RECORDINGS;

WAVELET TRANSFORMS;

EID: 33947698821     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (12)

1. P. Thomas and C. Regina, "Computer based sleep recording and analysis", Sleep Medicine Reviews, vol. 4 (2), pp. 131-148, 2000
2. A. Rechtschaffen and A. Kales, Eds, A manual of standardized terminology, in Techniques and scoring system for sleep stage of human subjects, CA: BIS/BRI, UCLA, Los Angeles, 1968
3. B. Kemp, "A Proposal for Computer-Based Sleep/Wake Analysis. Consensus report", J. Sleep Res., pp. 179-185, 1993
4. R. Agarwal and J. Gotman, "Computer-Assisted Sleep Staging", IEEE Trans. on Biomedical Engineering, vol. 48(12): 1412-1423, 2001.
5. R. Agarwal and J. Gotman, "Automatic EEG analysis during long-term monitoring in ICU", Electro-encephalography and clinical Neurophysiology, vol. 107, pp. 44-58, 1998
6. N. R. Pal, K. Pal, J. M. Keller, and J. C. Bezdek, "A Possibilistic Fuzzy C-Means Clustering Algorithm", IEEE Trans. on Fuzzy Systems, vol. 13 (4), pp. 517-529, 2005
7. A. K. Jain, R. P.W. Duin, and J. Mao, "Statistical Pattern Recognition: A Review", IEEE Trans. on Pattern Analysis and Machine Intelligence, vol. 22(1), pp.4-27, 2000
8. Physionet, http://www.physionet.org/
9. M.Unser, and A. Aldroubi, "A review of wavelets in biomedical applications", Proceedings of the IEEE, vol. 84(4), pp. 626-638, 1996
10. D. B. Percival and A. T. Walden, Wavelet methods for time series analysis, 1st ed., 40 West 20th street, New York., Cambridge University Press, pp. 115-121, 2000
11. P. Schimicek, J. Zeitlhofer, P. Anderer and B. Saletu, "Automatic sleep spindle detection procedure: aspects of reliability and validity", Clinical Electro-encephalography, vol. 25, pp. 26-29, 1994
12. H. Sun, W. Shengrui and Q. Jiang, "FCM-Based Model Selection Algorithm for Determining the Number of Clusters", Pattern Recognition, vol. 37, pp. 2027-2037, 2004