Hidden markov models compared to the wavelet transform for p-wave segmentation in egc signals

European Signal Processing Conference

Volumn 1998-January, Issue , 1998, Pages

  Clavier, L ^a   Boucher, J M ^a   Polard, E ^a  

^a Universite de Bretagne Occidentale   (France)

Author keywords

[No Author keywords available]

Indexed keywords

DISEASES; MARKOV PROCESSES; SEISMIC WAVES; SIGNAL PROCESSING; WAVELET TRANSFORMS;

ATRIAL FIBRILLATION; CONTINUOUS WAVELET TRANSFORM; DIFFERENT SHAPES; HEART DISEASE; P WAVES; SMALL AMPLITUDE;

HIDDEN MARKOV MODELS;

EID: 29244468419     PISSN: 22195491     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (7)

1. Thakor N.V., Zhu Y.S., "Applications of adaptive filtering to ECG analysis : noise cancellation and arrhythmia detection", IEEE Trans EMBS, Vol 28, 8, August 1991, p 785-794.
2. Li C., Zheng C., Tai C., "Detection of ECG characteristic points using wavelet transform", IEEE Trans EMBS, Vol 42, 1, 1995, p 21-28.
3. Ivoski A., Juhola M., Meriste M., "Syntactic recognition of ECG signals by attributed finite automata", Pattern Recognition, Vol 28, 12, 1995, p 1927-1940.
4. Thoraval L., "Analyse statist.ique de signaux elec t.rocardiographiques par modeles de Markov caches", These de Tuniversite de Rennes I, July 1995.
5. Rabiner L.R., "A tutorial on hidden Markov models and selected applications in speech recognition", Proceedings of the IEEE, Vol 77, n 2, February 1989, p 257-286.
6. Saoudi S., Ghorbel F., Hillion A., "Some statistical properties of the Kernel-diffeomorphism estimator", Applied stochastic models and data analysis, Vol 13, 1997, p 39-58.
7. Clavier L., Boucher J.M., Blanc J.J., "P- wave parameters for atrial fibrillation risk de-Tection", 18th annual international conference of the IEEE Engineering in Medicine and Biology society, Amsterdam, 31oct-3nov 96, paper, 209.