ArticleBiological psychology2011
Drowsiness/alertness algorithm development and validation using synchronized EEG and cognitive performance to individualize a generalized model.
Article in Biological psychology, 2011. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 22 papers.
What it found
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Who cites it
22 citing papers in PubMed.
- The Modulatory Effect of tDCS Onset Timing in Alleviating Vigilance Decrement.Brain sciences · 2025Article
- Differences in resting state and task-based EEG measures between patients with major depressive disorder and healthy controls.Clinical neurophysiology : official journal of the International Federation of Clinical Neurophysiology · 2025Article
- Vigilant Attention During Cognitive and Language Processing in Aphasia.Journal of speech, language, and hearing research : JSLHR · 2024Article
- Electroencephalogram-Based Approaches for Driver Drowsiness Detection and Management: A Review.Sensors (Basel, Switzerland) · 2022Review
- EEG event related potentials in sustained, focused and divided attention tasks: Potential biomarkers for cognitive impairment in HIV patients.Clinical neurophysiology : official journal of the International Federation of Clinical Neurophysiology · 2021Article
- Alertness-based subject-dependent and subject-independent filter optimization for improving classification efficiency of SSVEP detection.Technology and health care : official journal of the European Society for Engineering and Medicine · 2020Article
- Epileptic Seizure Detection and Experimental Treatment: A Review.Frontiers in neurology · 2020Review
- A Consumer Neuroscience Study of Conscious and Subconscious Destination Preference.Scientific reports · 2019Article
- Comparing the Relative Strengths of EEG and Low-Cost Physiological Devices in Modeling Attention Allocation in Semiautonomous Vehicles.Frontiers in human neuroscience · 2019Article
- Effects of Sleep Deprivation on Surgeons Dexterity.Frontiers in neurology · 2019Review
- EEG-Based Neurocognitive Metrics May Predict Simulated and On-Road Driving Performance in Older Drivers.Frontiers in human neuroscience · 2018Article
- Dynamic Threshold Selection for a Biocybernetic Loop in an Adaptive Video Game Context.Frontiers in human neuroscience · 2018Article
- Human-centric predictive model of task difficulty for human-in-the-loop control tasks.PloS one · 2018Article
- Event-related potentials during sustained attention and memory tasks: Utility as biomarkers for mild cognitive impairment.Alzheimer's & dementia (Amsterdam, Netherlands) · 2018Article
- Assessing a learning process with functional ANOVA estimators of EEG power spectral densities.Cognitive neurodynamics · 2016Article
- Characterizing donation behavior from psychophysiological indices of narrative experience.Frontiers in neuroscience · 2015Article
- Article
- Modeling temporal sequences of cognitive state changes based on a combination of EEG-engagement, EEG-workload, and heart rate metrics.Frontiers in neuroscience · 2014Article
- Identifying psychophysiological indices of expert vs. novice performance in deadly force judgment and decision making.Frontiers in human neuroscience · 2014Article
- EEG-derived estimators of present and future cognitive performance.Frontiers in human neuroscience · 2011Article
Corrections and comments
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Authors and funding
6 authors.
Funding
Abstract
A great deal of research over the last century has focused on drowsiness/alertness detection, as fatigue-related physical and cognitive impairments pose a serious risk to public health and safety. Available drowsiness/alertness detection solutions are unsatisfactory for a number of reasons: (1) lack of generalizability, (2) failure to address individual variability in generalized models, and/or (3) lack of a portable, un-tethered application. The current study aimed to address these issues, and determine if an individualized electroencephalography (EEG) based algorithm could be defined to track performance decrements associated with sleep loss, as this is the first step in developing a field deployable drowsiness/alertness detection system. The results indicated that an EEG-based algorithm, individualized using a series of brief "identification" tasks, was able to effectively track performance decrements associated with sleep deprivation. Future development will address the need for the algorithm to predict performance decrements due to sleep loss, and provide field applicability.
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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.