Removal of muscle artefacts from few-channel EEG recordings based on multivariate empirical mode decomposition and independent vector analysis
Sign Up to like & getrecommendations! Published in 2018 at "Electronics Letters"
DOI: 10.1049/el.2018.0191
Abstract: Electroencephalography (EEG) recordings are often contaminated by muscle artefacts. To address the problem, various methods have been proposed to suppress muscle artefacts from either multichannel or single-channel EEG recordings. However, there exist few studies for… read more here.
Keywords: mode; muscle artefacts; eeg recordings; channel eeg ... See more keywords
Design and implementation of sixteen channel EEG acquisition system
Sign Up to like & getrecommendations! Published in 2017 at "Molecular Crystals and Liquid Crystals"
DOI: 10.1080/15421406.2017.1338483
Abstract: ABSTRACT In this paper, a portable and cost-effective 16-channel EEG acquisition system with multiple analog front ends cascaded was designed. Channels required were selected according to chip selecting signal to configure each in a dynamic… read more here.
Keywords: eeg acquisition; system; channel eeg; acquisition system ... See more keywords
Remove Diverse Artifacts Simultaneously From a Single-Channel EEG Based on SSA and ICA: A Semi-Simulated Study
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Access"
DOI: 10.1109/access.2019.2915564
Abstract: Electroencephalogram (EEG) signals are often contaminated with diverse artifacts, such as electromyogram (EMG), electrooculogram (EOG), and electrocardiogram (ECG) artifacts. These artifacts make subsequent EEG analysis inaccurate and prevent practical usage. Recently, the use of wearable… read more here.
Keywords: single channel; artifacts simultaneously; channel eeg; eeg ... See more keywords
Single Channel EEG Classification: A Case Study on Prediction of Major Depressive Disorder Treatment Outcome
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Access"
DOI: 10.1109/access.2020.3046993
Abstract: In multichannel EEG, several electrodes are attached to the head that may be annoying for patients and troublesome for operators. Moreover, the number of electrodes is the main reason of the infeasibility of developing EEG… read more here.
Keywords: channel eeg; treatment; treatment outcome; rtms treatment ... See more keywords
Statistical Channel Selection Method for Detecting Drowsiness Through Single-Channel EEG-Based BCI System
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Transactions on Instrumentation and Measurement"
DOI: 10.1109/tim.2021.3094619
Abstract: Electroencephalogram (EEG) is an essential tool used to analyze the activities effectively and different states of the brain. Drowsiness is a short period state of the brain that is also called an inattentiveness state. Drowsiness… read more here.
Keywords: bci; channel selection; single channel; channel eeg ... See more keywords
Adaptive Single-Channel EEG Artifact Removal With Applications to Clinical Monitoring
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Neural Systems and Rehabilitation Engineering"
DOI: 10.1109/tnsre.2022.3147072
Abstract: Electroencephalography (EEG) has become very common in clinical practice due to its relatively low cost, ease of installation, non-invasiveness, and good temporal resolution. Portable EEG devices are increasingly popular in clinical monitoring applications such as… read more here.
Keywords: method; single channel; channel eeg; clinical monitoring ... See more keywords
Seizure detection with deep neural networks for review of two-channel EEG.
Sign Up to like & getrecommendations! Published in 2022 at "Epilepsia"
DOI: 10.1111/epi.17259
Abstract: Ultra long-term EEG registration using minimally invasive low-channel devices is an emerging technology to assess sporadic seizure events. Highly sensitive automatic seizure detection algorithms are needed for semi-automatic evaluation of these prolonged recordings. We describe… read more here.
Keywords: seizure; channel eeg; two channel; deep neural ... See more keywords
Evaluation of a Single-Channel EEG-Based Sleep Staging Algorithm
Sign Up to like & getrecommendations! Published in 2022 at "International Journal of Environmental Research and Public Health"
DOI: 10.3390/ijerph19052845
Abstract: Sleep staging is the basis of sleep assessment and plays a crucial role in the early diagnosis and intervention of sleep disorders. Manual sleep staging by a specialist is time-consuming and is influenced by subjective… read more here.
Keywords: sleep staging; eeg based; single channel; channel eeg ... See more keywords
Development of single channel EEG Acquisition system for BCI applications
Sign Up to like & getrecommendations! Published in 2021 at "Research Journal of Pharmacy and Technology"
DOI: 10.52711/0974-360x.2021.00818
Abstract: Brain-Computer Interface (BCI) plays a major role in current technologies such as rehabilitation, control of devices, and various medical applications. BCI or brain-machine interface provides direct communication between a brain signal and an external device.… read more here.
Keywords: system; channel eeg; channel; single channel ... See more keywords