ArticleFrontiers in physiology2021
Attention Detection in Virtual Environments Using EEG Signals: A Scoping Review.
Article in Frontiers in physiology, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 22 papers.
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Who cites it
22 citing papers in PubMed.
- An Exploratory EEG Analysis on the Effects of Virtual Reality in People with Neuropathic Pain Following Spinal Cord Injury.Sensors (Basel, Switzerland) · 2022Trial
- Human-inspired time-series health evaluation with an adaptive multimodal electronic skin.Science advances · 2026Article
- Comparing Real and Virtual Nature Exposure on Cognition, Well-Being, and Brain Activity in Adults With and Without Attention-Deficit/Hyperactivity Disorder: Protocol for a Randomized Experimental Study.JMIR research protocols · 2026Article
- A novel approach for the EEG-driven assessment of divided attention through mutual information theory: A case study at the wheel.PloS one · 2026Article
- Sensory Modality-Dependent Interplay Between Updating and Inhibition Under Increased Working Memory Load: An ERP Study.Brain sciences · 2025Article
- Static vs. Immersive: A Neuromarketing Exploratory Study of Augmented Reality on Packaging Labels.Behavioral sciences (Basel, Switzerland) · 2025Article
- EEG data of museum visitors experiencing visual and audiovisual simulations of Edzná, an archaeological site in Mexico.Data in brief · 2025Article
- Brainsourcing for temporal visual attention estimation.Biomedical engineering letters · 2025Article
- Influence of attentional state on EEG-based motor imagery of lower limb.Frontiers in human neuroscience · 2025Article
- Neurotechnology for enhancing human operation of robotic and semi-autonomous systems.Frontiers in robotics and AI · 2025Review
- Cognition in the cockpit: assessing instructional modalities in pilot training simulations.Frontiers in psychology · 2025Article
- Brain-computer-interface-driven artistic expression: real-time cognitive visualization in the pangolin scales animatronic dress and screen dress.Frontiers in human neuroscience · 2025Article
- Virtual reality exergames for enhancing engagement in stroke rehabilitation: A narrative review.Heliyon · 2024Review
- Evaluation of perceived urgency from single-trial EEG data elicited by upper-body vibration feedback using deep learning.Scientific reports · 2024Article
- Biomarkers of Immersion in Virtual Reality Based on Features Extracted from the EEG Signals: A Machine Learning Approach.Brain sciences · 2024Article
- Single-channel attention classification algorithm based on robust Kalman filtering and norm-constrained ELM.Frontiers in human neuroscience · 2024Article
- A comprehensive dataset for home appliance control using ERP-based BCIs with the application of inter-subject transfer learning.Frontiers in human neuroscience · 2024Article
- Bridging minds and machines in Industry 5.0: neurobiological approach.Frontiers in human neuroscience · 2024Article
- Socially interactive agents for robotic neurorehabilitation training: conceptualization and proof-of-concept study.Frontiers in artificial intelligence · 2024Article
- Effects of Virtual Reality Cognitive Training on Neuroplasticity: A Quasi-Randomized Clinical Trial in Patients with Stroke.Biomedicines · 2023Article
Corrections and comments
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Authors and funding
2 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
The competitive demand for attention is present in our daily lives, and the identification of neural processes in the EEG signals associated with the demand for specific attention can be useful to the individual's interactions in virtual environments. Since EEG-based devices can be portable, non-invasive, and present high temporal resolution technology for recording neural signal, the interpretations of virtual systems user's attention, fatigue and cognitive load based on parameters extracted from the EEG signal are relevant for several purposes, such as games, rehabilitation, and therapies. However, despite the large amount of studies on this subject, different methodological forms are highlighted and suggested in this work, relating virtual environments, demand of attention, workload and fatigue applications. In our summarization, we discuss controversies, current research gaps and future directions together with the background and final sections.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.