Wavelet analysis and classification of Mitral regurgitation and normal heart sounds based on artificial neural networks

Proceedings - 7th International Symposium on Signal Processing and Its Applications, ISSPA 2003

Volumn 2, Issue , 2003, Pages 619-620

  Zin, Zamri Mohd ^a   Hussain Salleh, Sheikh ^a   Sulaiman, M Daud ^b  

^a UNIVERSITI TEKNOLOGI MALAYSIA   (Malaysia)

^b DEPARTMENT OF PHARMACOLOGY   (Malaysia)

Author keywords

[No Author keywords available]

Indexed keywords

DIMENSIONAL STABILITY; DISCRETE WAVELET TRANSFORMS; NEURAL NETWORKS; WAVELET ANALYSIS;

CLASSIFICATION ACCURACY; HEART SOUNDS; MITRAL REGURGITATION; TRAINING DATA;

CARDIOLOGY;

EID: 33750823330     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ISSPA.2003.1224955     Document Type: Conference Paper

References (6)

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2. Liang H, Hartimo I, "A heart sound feture extraction algorithm based on wavelet decomposition and reconstruction", Engineering in Medicine and Biology Society, 1998. Pg 1539-1542 vol.3
3. Wu Y, Xu J, Zhao Y, Wang J, Wang B, Cheng J, "Time frequency analysis of the second heart sound signals".
4. B. El-Aisr, L. Khadra, A.H Al-Abbasi, M.MJ. Mohammed, "Multiresolution analysis of heart sounds". ICECS 96.
5. Wartak J., "Phonocardiology: Intergrated study of heart sounds and murmurs", Harper & Row Publishers, Maryland, 1972.
6. Sarkar T.K., Su C, Adve R., Salazar-Palma M., Garcia-Castillo L., Boix R.R., "A tutorial on Wavelets from an Electrical Engineering Perspective, Part 1: Discrete Wavelet Technique", IEEE Antennas and Propagation Magazine, Vol. 40, No. 5, October 1998.