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Advances in Nonstationary Electrophysiological Signal Analysis and Processing

  1. Research

    Time–frequency based feature selection for discrimination of non-stationary biosignals

    This research proposes a generic methodology for dimensionality reduction upon time–frequency representations applied to the classification of different types of biosignals. The methodology directly deals with...

    Juan D Martínez-Vargas, Juan I Godino-Llorente and Germán Castellanos‐Dominguez

    EURASIP Journal on Advances in Signal Processing 2012 2012:219

    Published on: 9 October 2012

  2. Research

    Automatic seizure detection based on the combination of newborn multi-channel EEG and HRV information

    This article proposes a new method for newborn seizure detection that uses information extracted from both multi-channel electroencephalogram (EEG) and a single channel electrocardiogram (ECG). The aim of the ...

    Mostefa Mesbah, Malarvili Balakrishnan, Paul B Colditz and Boualem Boashash

    EURASIP Journal on Advances in Signal Processing 2012 2012:215

    Published on: 7 October 2012

  3. Research

    A multivariate time-frequency method to characterize the influence of respiration over heart period and arterial pressure

    Respiratory activity introduces oscillations both in arterial pressure and heart period, through mechanical and autonomic mechanisms. Respiration, arterial pressure, and heart period are, generally, non-statio...

    Michele Orini, Raquel Bailón, Pablo Laguna, Luca T Mainardi and Riccardo Barbieri

    EURASIP Journal on Advances in Signal Processing 2012 2012:214

    Published on: 4 October 2012

  4. Research

    EEG amplitude modulation analysis for semi-automated diagnosis of Alzheimer’s disease

    Recent experimental evidence has suggested a neuromodulatory deficit in Alzheimer’s disease (AD). In this paper, we present a new electroencephalogram (EEG) based metric to quantitatively characterize neuromod...

    Tiago H Falk, Francisco J Fraga, Lucas Trambaiolli and Renato Anghinah

    EURASIP Journal on Advances in Signal Processing 2012 2012:192

    Published on: 30 August 2012

    The Erratum to this article has been published in EURASIP Journal on Advances in Signal Processing 2014 2014:49

  5. Research

    Combining data fusion with multiresolution analysis for improving the classification accuracy of uterine EMG signals

    Multisensor data fusion is a powerful solution for solving difficult pattern recognition problems such as the classification of bioelectrical signals. It is the process of combining information from different ...

    Bassam Moslem, Mohamad Diab, Mohamad Khalil and Catherine Marque

    EURASIP Journal on Advances in Signal Processing 2012 2012:167

    Published on: 3 August 2012

  6. Research

    Nonlinear analysis of electromyogram following gait training with myoelectrically triggered neuromuscular electrical stimulation in stroke survivors

    Neuromuscular electrical stimulation (NMES) facilitates ambulatory function after paralysis by activating the muscles of the lower extremities. The NMES-assisted stepping can either be triggered by a heel-swit...

    Anirban Dutta, Bhawna Khattar and Alakananda Banerjee

    EURASIP Journal on Advances in Signal Processing 2012 2012:153

    Published on: 20 July 2012

  7. Research

    Instantaneous frequency based newborn EEG seizure characterisation

    The electroencephalogram (EEG), used to noninvasively monitor brain activity, remains the most reliable tool in the diagnosis of neonatal seizures. Due to their nonstationary and multi-component nature, newbor...

    Mostefa Mesbah, John M. O’ Toole, Paul B. Colditz and Boualem Boashash

    EURASIP Journal on Advances in Signal Processing 2012 2012:143

    Published on: 13 July 2012

  8. Research

    Removal of muscle artifact from EEG data: comparison between stochastic (ICA and CCA) and deterministic (EMD and wavelet-based) approaches

    Electroencephalographic (EEG) recordings are often contaminated with muscle artifacts. This disturbing myogenic activity not only strongly affects the visual analysis of EEG, but also most surely impairs the r...

    Doha Safieddine, Amar Kachenoura, Laurent Albera, Gwénaël Birot, Ahmad Karfoul, Anca Pasnicu, Arnaud Biraben, Fabrice Wendling, Lotfi Senhadji and Isabelle Merlet

    EURASIP Journal on Advances in Signal Processing 2012 2012:127

    Published on: 2 July 2012