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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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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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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P871Changes in continuous wavelet transform of left atrium before and after pulmonary vein isolation in patients with persistent atrial fibrillation

EP Europace ◽

10.1093/ehjci/eux151.053 ◽

2017 ◽

Vol 19 (suppl_3) ◽

pp. iii166-iii167

Author(s):

K. Higuchi ◽

C. Toya ◽

S. Iwai ◽

H. Muramoto ◽

H. Tsunamoto ◽

...

Keyword(s):

Atrial Fibrillation ◽

Wavelet Transform ◽

Left Atrium ◽

Pulmonary Vein ◽

Pulmonary Vein Isolation ◽

Continuous Wavelet Transform ◽

Persistent Atrial Fibrillation ◽

Continuous Wavelet ◽

Before And After

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P5770Importance of temporal stability in frequency analysis for persistent atrial fibrillation: fast fourier transform analysis versus continuous wavelet transform analysis

European Heart Journal ◽

10.1093/eurheartj/ehy566.p5770 ◽

2018 ◽

Vol 39 (suppl_1) ◽

Author(s):

A Kimata ◽

Y Yokoyama ◽

S Aita ◽

H Nakamura ◽

A Nogami ◽

...

Keyword(s):

Atrial Fibrillation ◽

Fourier Transform ◽

Wavelet Transform ◽

Frequency Analysis ◽

Continuous Wavelet Transform ◽

Temporal Stability ◽

Persistent Atrial Fibrillation ◽

Continuous Wavelet ◽

Fast Fourier Transform Analysis ◽

Wavelet Transform Analysis

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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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Feature extraction of the atrial fibrillation signal using the continuous wavelet transform

The 26th Annual International Conference of the IEEE Engineering in Medicine and Biology Society ◽

10.1109/iembs.2004.1403145 ◽

2005 ◽

Author(s):

K.W. Lee ◽

T.H. Everett ◽

H.T. Ilhan ◽

I. Linscott ◽

J.E. Olgin

Keyword(s):

Atrial Fibrillation ◽

Feature Extraction ◽

Wavelet Transform ◽

Continuous Wavelet Transform ◽

Continuous Wavelet

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Temporally stable frequency mapping using continuous wavelet transform analysis in patients with persistent atrial fibrillation

Journal of Cardiovascular Electrophysiology ◽

10.1111/jce.13440 ◽

2018 ◽

Vol 29 (4) ◽

pp. 514-522 ◽

Author(s):

Akira Kimata ◽

Yasuhiro Yokoyama ◽

Satoshi Aita ◽

Hiroaki Nakamura ◽

Koji Higuchi ◽

...

Keyword(s):

Atrial Fibrillation ◽

Wavelet Transform ◽

Continuous Wavelet Transform ◽

Persistent Atrial Fibrillation ◽

Continuous Wavelet ◽

Stable Frequency ◽

Wavelet Transform Analysis

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Detection of atrial fibrillation using continuous wavelet transform and wavelet coherence

International Journal of Systems Control and Communications ◽

10.1504/ijscc.2015.072519 ◽

2015 ◽

Vol 6 (4) ◽

pp. 292 ◽

Author(s):

Kora Padmavathi ◽

Kalva Sri Ramakrishna

Keyword(s):

Atrial Fibrillation ◽

Wavelet Transform ◽

Continuous Wavelet Transform ◽

Wavelet Coherence ◽

Continuous Wavelet

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Persistent left superior vena cava as a perpetuator of atrial fibrillation: Frequency analysis using continuous wavelet transform analysis

Journal of Cardiovascular Electrophysiology ◽

10.1111/jce.14004 ◽

2019 ◽

Vol 30 (9) ◽

pp. 1701-1705

Author(s):

Koji Higuchi ◽

Shinsuke Iwai ◽

Yasuhiro Yokoyama ◽

Kenzo Hirao

Keyword(s):

Atrial Fibrillation ◽

Wavelet Transform ◽

Frequency Analysis ◽

Continuous Wavelet Transform ◽

Superior Vena ◽

Vena Cava ◽

Continuous Wavelet ◽

Left Superior Vena Cava ◽

Persistent Left Superior Vena ◽

Wavelet Transform Analysis

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A Deep Learning Method to Detect Atrial Fibrillation Based on Continuous Wavelet Transform

2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) ◽

10.1109/embc.2019.8856834 ◽

2019 ◽

Author(s):

Ziqian Wu ◽

Xujian Feng ◽

Cuiwei Yang

Keyword(s):

Atrial Fibrillation ◽

Deep Learning ◽

Wavelet Transform ◽

Continuous Wavelet Transform ◽

Continuous Wavelet ◽

Learning Method

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