Removal of artifacts from EEG signals: a review

X Jiang, GB Bian, Z Tian - Sensors, 2019 - mdpi.com
Electroencephalogram (EEG) plays an important role in identifying brain activity and
behavior. However, the recorded electrical activity always be contaminated with artifacts and …

Trends in EEG-BCI for daily-life: Requirements for artifact removal

J Minguillon, MA Lopez-Gordo, F Pelayo - Biomedical Signal Processing …, 2017 - Elsevier
Since the discovery of the EEG principles by Berger in the 20's, procedures for artifact
removal have been essential in its pre-processing. In literature, diverse approaches based …

Default-mode brain dysfunction in mental disorders: a systematic review

SJ Broyd, C Demanuele, S Debener, SK Helps… - … & biobehavioral reviews, 2009 - Elsevier
In this review we are concerned specifically with the putative role of the default-mode
network (DMN) in the pathophysiology of mental disorders. First, we define the DMN concept …

Artifact removal in physiological signals—Practices and possibilities

KT Sweeney, TE Ward… - IEEE transactions on …, 2012 - ieeexplore.ieee.org
The combination of reducing birth rate and increasing life expectancy continues to drive the
demographic shift toward an aging population. This, in turn, places an ever-increasing …

Source separation from single-channel recordings by combining empirical-mode decomposition and independent component analysis

B Mijović, M De Vos, I Gligorijević… - IEEE transactions on …, 2010 - ieeexplore.ieee.org
In biomedical signal processing, it is often the case that many sources are mixed into the
measured signal. The goal is usually to analyze one or several of them separately. In the …

The use of multivariate EMD and CCA for denoising muscle artifacts from few-channel EEG recordings

X Chen, X Xu, A Liu, MJ McKeown… - IEEE transactions on …, 2017 - ieeexplore.ieee.org
Electroencephalography (EEG) recordings are often contaminated by muscle artifacts. In the
literature, a number of methods have been proposed to deal with this problem. Yet most …

Motion-compensated noncontact imaging photoplethysmography to monitor cardiorespiratory status during exercise

Y Sun, S Hu, V Azorin-Peris… - … of biomedical optics, 2011 - spiedigitallibrary.org
With the advance of computer and photonics technology, imaging photoplethysmography
[(PPG), iPPG] can provide comfortable and comprehensive assessment over a wide range of …