Fundamental Heart Sound Classification using the Continuous Wavelet Transform and Convolutional Neural Networks

2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) ◽

10.1109/embc.2018.8512284 ◽

2018 ◽

Author(s):

Andries Meintjes ◽

Andrew Lowe ◽

Malcolm Legget

Keyword(s):

Neural Networks ◽

Wavelet Transform ◽

Convolutional Neural Networks ◽

Continuous Wavelet Transform ◽

Heart Sound ◽

Continuous Wavelet ◽

Sound Classification

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An EMG-Based Personal Identification Method Using Continuous Wavelet Transform and Convolutional Neural Networks

2019 IEEE Biomedical Circuits and Systems Conference (BioCAS) ◽

10.1109/biocas.2019.8919230 ◽

2019 ◽

Author(s):

Lijing Lu ◽

Jingna Mao ◽

Wuqi Wang ◽

Guangxin Ding ◽

Zhiwei Zhang

Keyword(s):

Neural Networks ◽

Wavelet Transform ◽

Convolutional Neural Networks ◽

Continuous Wavelet Transform ◽

Personal Identification ◽

Continuous Wavelet ◽

Identification Method

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Automatic Detection of Atrial Fibrillation Based on Continuous Wavelet Transform and 2D Convolutional Neural Networks

Frontiers in Physiology ◽

10.3389/fphys.2018.01206 ◽

2018 ◽

Vol 9 ◽

Author(s):

Runnan He ◽

Kuanquan Wang ◽

Na Zhao ◽

Yang Liu ◽

Yongfeng Yuan ◽

...

Keyword(s):

Atrial Fibrillation ◽

Neural Networks ◽

Wavelet Transform ◽

Convolutional Neural Networks ◽

Continuous Wavelet Transform ◽

Automatic Detection ◽

Continuous Wavelet

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Short-segment Heart Sound Classification Using an Ensemble of Deep Convolutional Neural Networks

ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) ◽

10.1109/icassp.2019.8682668 ◽

2019 ◽

Author(s):

Fuad Noman ◽

Chee-Ming Ting ◽

Sh-Hussain Salleh ◽

Hernando Ombao

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Heart Sound ◽

Deep Convolutional Neural Networks ◽

Short Segment ◽

Sound Classification

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Orthogonal projection approach and continuous wavelet transform-feed forward neural networks for simultaneous spectrophotometric determination of some heavy metals in diet samples

Food Chemistry ◽

10.1016/j.foodchem.2015.07.034 ◽

2016 ◽

Vol 192 ◽

pp. 548-556 ◽

Author(s):

Maryam Abbasi Tarighat

Keyword(s):

Heavy Metals ◽

Neural Networks ◽

Wavelet Transform ◽

Spectrophotometric Determination ◽

Orthogonal Projection ◽

Continuous Wavelet Transform ◽

Continuous Wavelet ◽

Feed Forward Neural Networks ◽

Projection Approach

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Classification of heart sound recordings with continuous wavelet transform based algorithm

2018 26th Signal Processing and Communications Applications Conference (SIU) ◽

10.1109/siu.2018.8404450 ◽

2018 ◽

Author(s):

Busra Kubra Karaca ◽

Burcu Oltu ◽

Tugce Kantar ◽

Erkin Kilic ◽

Mehmet Feyzi Aksahin ◽

...

Keyword(s):

Wavelet Transform ◽

Continuous Wavelet Transform ◽

Heart Sound ◽

Continuous Wavelet ◽

Sound Recordings

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Comparison between analysing wavelets in continuous wavelet transform based on the fast Fourier transform: application to estimate pulmonary arterial hypertension by heart sound

International Journal of Biomedical Engineering and Technology ◽

10.1504/ijbet.2021.10039246 ◽

2021 ◽

Vol 36 (2) ◽

pp. 189

Author(s):

L. Hamza Cherif ◽

N. Benmessaoud ◽

S.M. Debbal

Keyword(s):

Fourier Transform ◽

Wavelet Transform ◽

Pulmonary Arterial Hypertension ◽

Arterial Hypertension ◽

Fast Fourier Transform ◽

Continuous Wavelet Transform ◽

Heart Sound ◽

Continuous Wavelet ◽

Pulmonary Arterial

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Heart sound classification based on log Mel-frequency spectral coefficients features and convolutional neural networks

Biomedical Signal Processing and Control ◽

10.1016/j.bspc.2021.102893 ◽

2021 ◽

Vol 69 ◽

pp. 102893

Author(s):

Haoran Kui ◽

Jiahua Pan ◽

Rong Zong ◽

Hongbo Yang ◽

Weilian Wang

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Heart Sound ◽

Sound Classification ◽

Spectral Coefficients

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Analysis of the second heart sound using continuous wavelet transform

Journal of Medical Engineering & Technology ◽

10.1080/0309190031000111362 ◽

2004 ◽

Vol 28 (4) ◽

pp. 151-156 ◽

Author(s):

SM Debbal ◽

F Bereksi-Reguig

Keyword(s):

Wavelet Transform ◽

Continuous Wavelet Transform ◽

Heart Sound ◽

Continuous Wavelet ◽

Second Heart Sound

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Motion estimation of elbow joint from sEMG using continuous wavelet transform and back propagation neural networks

Biomedical Signal Processing and Control ◽

10.1016/j.bspc.2021.102657 ◽

2021 ◽

Vol 68 ◽

pp. 102657

Author(s):

Yanjiang Huang ◽

Kaibin Chen ◽

Xianmin Zhang ◽

Kai Wang ◽

Jun Ota

Keyword(s):

Neural Networks ◽

Wavelet Transform ◽

Motion Estimation ◽

Continuous Wavelet Transform ◽

Elbow Joint ◽

Back Propagation ◽

Continuous Wavelet ◽

Back Propagation Neural Networks

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Comparison between analysing wavelets in continuous wavelet transform based on the fast Fourier transform: application to estimate pulmonary arterial hypertension by heart sound

International Journal of Biomedical Engineering and Technology ◽

10.1504/ijbet.2021.116099 ◽

2021 ◽

Vol 36 (2) ◽

pp. 189

Author(s):

L. Hamza Cherif ◽

N. Benmessaoud ◽

S.M. Debbal

Keyword(s):

Fourier Transform ◽

Wavelet Transform ◽

Pulmonary Arterial Hypertension ◽

Arterial Hypertension ◽

Fast Fourier Transform ◽

Continuous Wavelet Transform ◽

Heart Sound ◽

Continuous Wavelet ◽

Pulmonary Arterial

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