Tracking of rigid head motion during MRI using an EEG system.
Sign Up to like & getrecommendations! Published in 2022 at "Magnetic resonance in medicine"
DOI: 10.1002/mrm.29251
Abstract: PURPOSE To demonstrate a novel method for tracking of head movements during MRI using electroencephalography (EEG) hardware for recording signals induced by native imaging gradients. THEORY AND METHODS Gradient switching during simultaneous EEG-fMRI induces distortions… read more here.
Keywords: sequence; head; using eeg; mri using ... See more keywords
Explainable artificial intelligence to evaluate industrial internal security using EEG signals in IoT framework
Sign Up to like & getrecommendations! Published in 2021 at "Ad Hoc Networks"
DOI: 10.1016/j.adhoc.2021.102641
Abstract: Abstract Industrial insider threat detection has consistently been a popular field of research. To help detect potential insider threats, the emotional states of humans are identified through a wide range of physiological signals including the… read more here.
Keywords: artificial intelligence; insider; eeg signals; security ... See more keywords
A novel motor imagery hybrid brain computer interface using EEG and functional transcranial Doppler ultrasound
Sign Up to like & getrecommendations! Published in 2019 at "Journal of Neuroscience Methods"
DOI: 10.1016/j.jneumeth.2018.11.017
Abstract: BACKGROUND Hybrid brain computer interfaces (BCIs) combining multiple brain imaging modalities have been proposed recently to boost the performance of single modality BCIs. NEW METHOD In this paper, we propose a novel motor imagery (MI)… read more here.
Keywords: hybrid brain; brain; arm versus; using eeg ... See more keywords
An exploratory approach for using EEG to examine person-environment interaction
Sign Up to like & getrecommendations! Published in 2018 at "Landscape Research"
DOI: 10.1080/01426397.2018.1548586
Abstract: ABSTRACT This study uses psychophysiological measures, alpha and beta waves, to examine the appropriateness of videos as visual media to represent a human-made lake. Results indicate that alpha brainwaves are associated more with peaks in… read more here.
Keywords: exploratory approach; using eeg; eeg examine; person environment ... See more keywords
Confused or not: decoding brain activity and recognizing confusion in reasoning learning using EEG
Sign Up to like & getrecommendations! Published in 2023 at "Journal of Neural Engineering"
DOI: 10.1088/1741-2552/acbfe0
Abstract: Objective. Confusion is the primary epistemic emotion in the learning process, influencing students’ engagement and whether they become frustrated or bored. However, research on confusion in learning is still in its early stages, and there… read more here.
Keywords: reasoning learning; confusion reasoning; using eeg; confusion ... See more keywords
Using EEG signals to assess workload during memory retrieval in a real-world scenario
Sign Up to like & getrecommendations! Published in 2023 at "Journal of Neural Engineering"
DOI: 10.1088/1741-2552/accbed
Abstract: Objective. The electroencephalogram (EEG) is gaining popularity as a physiological measure for neuroergonomics in human factor studies because it is objective, less prone to bias, and capable of assessing the dynamics of cognitive states. This… read more here.
Keywords: monitor; using eeg; memory workload; memory ... See more keywords
Classifying Driving Fatigue by Using EEG Signals
Sign Up to like & getrecommendations! Published in 2022 at "Computational Intelligence and Neuroscience"
DOI: 10.1155/2022/1885677
Abstract: Fatigue driving is one of the main reasons for the occurrence of traffic accidents. Brain-computer interface, as a human-computer interaction method based on EEG signals, can communicate with the outside world and move freely through… read more here.
Keywords: driving fatigue; classifying driving; using eeg; fatigue ... See more keywords
Evaluating interhemispheric connectivity during midline object recognition using EEG
Sign Up to like & getrecommendations! Published in 2022 at "PLoS ONE"
DOI: 10.1371/journal.pone.0270949
Abstract: Functional integration between two hemispheres is crucial for perceptual binding to occur when visual stimuli are presented in the midline of the visual field. Mima and colleagues (2001) showed using EEG that midline object recognition… read more here.
Keywords: recognition; connectivity; object recognition; using eeg ... See more keywords
Using EEG to Predict Clinical Response to Electroconvulsive Therapy in Patients With Major Depression: A Comprehensive Review
Sign Up to like & getrecommendations! Published in 2021 at "Frontiers in Psychiatry"
DOI: 10.3389/fpsyt.2021.643710
Abstract: Introduction: An important approach to improve the therapeutic effect of electroconvulsive therapy (ECT) may be to early characterize patients who are more likely to respond. Our objective was to explore whether baseline electroencephalography (EEG) settings… read more here.
Keywords: electroconvulsive therapy; clinical response; response; using eeg ... See more keywords
TMP19: A Novel Ternary Motif Pattern-Based ADHD Detection Model Using EEG Signals
Sign Up to like & getrecommendations! Published in 2022 at "Diagnostics"
DOI: 10.3390/diagnostics12102544
Abstract: Attention deficit hyperactivity disorder (ADHD) is a common neurodevelopmental condition worldwide. In this research, we used an ADHD electroencephalography (EEG) dataset containing more than 4000 EEG signals. Moreover, these EEGs are noisy signals. A new… read more here.
Keywords: classification; ternary motif; motif pattern; using eeg ... See more keywords