Wavelet transforms and the ECG: a review
PS Addison�- Physiological measurement, 2005 - iopscience.iop.org
The wavelet transform has emerged over recent years as a powerful time–frequency
analysis and signal coding tool favoured for the interrogation of complex nonstationary�…
analysis and signal coding tool favoured for the interrogation of complex nonstationary�…
A review of wavelets in biomedical applications
M Unser, A Aldroubi�- Proceedings of the IEEE, 1996 - ieeexplore.ieee.org
We present an overview of the various uses of the wavelet transform (WT) in medicine and
biology. We start by describing the wavelet properties that are the most important for�…
biology. We start by describing the wavelet properties that are the most important for�…
Real-time patient-specific ECG classification by 1-D convolutional neural networks
Goal: This paper presents a fast and accurate patient-specific electrocardiogram (ECG)
classification and monitoring system. Methods: An adaptive implementation of 1-D�…
classification and monitoring system. Methods: An adaptive implementation of 1-D�…
Cardiologist-level arrhythmia detection with convolutional neural networks
We develop an algorithm which exceeds the performance of board certified cardiologists in
detecting a wide range of heart arrhythmias from electrocardiograms recorded with a single�…
detecting a wide range of heart arrhythmias from electrocardiograms recorded with a single�…
Wet‐adaptive electronic skin
Skin electronics provides remarkable opportunities for non‐invasive and long‐term
monitoring of a wide variety of biophysical and physiological signals that are closely related�…
monitoring of a wide variety of biophysical and physiological signals that are closely related�…
[HTML][HTML] ECG-based heartbeat classification for arrhythmia detection: A survey
An electrocardiogram (ECG) measures the electric activity of the heart and has been widely
used for detecting heart diseases due to its simplicity and non-invasive nature. By analyzing�…
used for detecting heart diseases due to its simplicity and non-invasive nature. By analyzing�…
[BOOK][B] The illustrated wavelet transform handbook: introductory theory and applications in science, engineering, medicine and finance
PS Addison - 2017 - taylorfrancis.com
This second edition of The Illustrated Wavelet Transform Handbook: Introductory Theory and
Applications in Science, Engineering, Medicine and Finance has been fully updated and�…
Applications in Science, Engineering, Medicine and Finance has been fully updated and�…
A metric for distributions with applications to image databases
We introduce a new distance between two distributions that we call the Earth Mover's
Distance (EMD), which reflects the minimal amount of work that must be performed to�…
Distance (EMD), which reflects the minimal amount of work that must be performed to�…
A wavelet-based ECG delineator: evaluation on standard databases
In this paper, we developed and evaluated a robust single-lead electrocardiogram (ECG)
delineation system based on the wavelet transform (WT). In a first step, QRS complexes are�…
delineation system based on the wavelet transform (WT). In a first step, QRS complexes are�…
The principles of software QRS detection
BU Kohler, C Hennig…�- IEEE Engineering in�…, 2002 - ieeexplore.ieee.org
The QRS complex is the most striking waveform within the electrocardiogram (ECG). Since it
reflects the electrical activity within the heart during the ventricular contraction, the time of its�…
reflects the electrical activity within the heart during the ventricular contraction, the time of its�…