Assessing Workload in Using Electromyography (EMG)-based Prostheses.
Sign Up to like & getrecommendations! Published in 2023 at "Ergonomics"
DOI: 10.1080/00140139.2023.2221413
Abstract: Using prosthetic devices requires substantial cognitive workload. This study investigated classification models for assessing cognitive workload in electromyography (EMG)-based prosthetic devices with various types of input features including eye-tracking measures, task performance, and cognitive performance… read more here.
Keywords: workload; electromyography emg; emg based; cognitive workload ... See more keywords
Measuring cognitive workload in the nuclear control room: a review
Sign Up to like & getrecommendations! Published in 2024 at "Ergonomics"
DOI: 10.1080/00140139.2024.2302381
Abstract: Abstract Despite the substantial literature and human factors guidance, evaluators report challenges in selecting cognitive workload measures for the evaluation of complex human–technology systems. A review of 32 articles found that self-report measures and secondary… read more here.
Keywords: review; workload; control; human system ... See more keywords
Raw Electroencephalogram-Based Cognitive Workload Classification Using Directed and Nondirected Functional Connectivity Analysis and Deep Learning.
Sign Up to like & getrecommendations! Published in 2023 at "Big data"
DOI: 10.1089/big.2021.0204
Abstract: With the phenomenal rise in internet-of-things devices, the use of electroencephalogram (EEG) based brain-computer interfaces (BCIs) can empower individuals to control equipment with thoughts. These allow BCI to be used and pave the way for… read more here.
Keywords: connectivity; classification; deep learning; functional connectivity ... See more keywords
The Relationship of Technical Skills and Cognitive Workload to Errors During Robotic Surgical Exercises.
Sign Up to like & getrecommendations! Published in 2021 at "Journal of endourology"
DOI: 10.1089/end.2021.0790
Abstract: Purpose We attempt to understand the relationship between surgeon technical skills, cognitive workload and errors during a simulated robotic dissection task. Materials and Methods Participant surgeons performed a robotic surgery dissection exercise. Participants were grouped… read more here.
Keywords: robotic surgical; technical skills; workload errors; cognitive workload ... See more keywords
Drivers’ Workload Electroencephalogram Characteristics in Cognitive Tasks Based on Improved Multiscale Sample Entropy
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Access"
DOI: 10.1109/access.2023.3270310
Abstract: Cognitive workload is an internal factor that can be influenced by external factors. When drivers are distracted by these internal and external influences, their ability to drive safely can be compromised. Electroencephalogram (EEG) is a… read more here.
Keywords: sample entropy; improved multiscale; entropy; multiscale sample ... See more keywords
Quantifying Cognitive Workload in Simulated Flight Using Passive, Dry EEG Measurements
Sign Up to like & getrecommendations! Published in 2018 at "IEEE Transactions on Cognitive and Developmental Systems"
DOI: 10.1109/tcds.2016.2628702
Abstract: A reliable method for quantifying cognitive workload in pilots could find uses in flight training and scheduling, cockpit design, and improving flight safety. Many proposed methods for monitoring cognitive workload in this population rely on… read more here.
Keywords: cognitive workload; quantifying cognitive; flight; simulated flight ... See more keywords
Multimodal Fusion for Objective Assessment of Cognitive Workload: A Review
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Transactions on Cybernetics"
DOI: 10.1109/tcyb.2019.2939399
Abstract: Considerable progress has been made in improving the estimation accuracy of cognitive workload using various sensor technologies. However, the overall performance of different algorithms and methods remain suboptimal in real-world applications. Some studies in the… read more here.
Keywords: fusion objective; review; cognitive workload; workload ... See more keywords
Quantitative Estimation of Driver Cognitive Workload: A Dual-Stage Learning Approach
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Transactions on Intelligent Transportation Systems"
DOI: 10.1109/tits.2024.3451144
Abstract: Conditional Automated Driving (CAD) has attracted widespread attention due to the substantial gap in achieving fully autonomous driving, wherein an essential endeavor entails determining the transition timing between automated and manual driving modes. Driver cognitive… read more here.
Keywords: dual stage; workload; driver cognitive; stage learning ... See more keywords
Cross-Task Cognitive Workload Recognition Based on EEG and Domain Adaptation
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Neural Systems and Rehabilitation Engineering"
DOI: 10.1109/tnsre.2022.3140456
Abstract: Cognitive workload recognition is pivotal to maintain the operator’s health and prevent accidents in the human-robot interaction condition. So far, the focus of workload research is mostly restricted to a single task, yet cross-task cognitive… read more here.
Keywords: cross task; task; workload; workload recognition ... See more keywords
Effect of Secondary Tasks on Police Officer Cognitive Workload and Performance Under Normal and Pursuit Driving Situations.
Sign Up to like & getrecommendations! Published in 2021 at "Human factors"
DOI: 10.1177/00187208211010956
Abstract: OBJECTIVE The objective of this study was to assess the effects of single and multiple secondary tasks on officers' performance and cognitive workload under normal and pursuit driving conditions. BACKGROUND Motor vehicle crashes are a… read more here.
Keywords: cognitive workload; pursuit driving; performance; secondary tasks ... See more keywords
Cognitive Workload During a Sustained Visual Attention Task in Middle-Aged and Older Adults With Persistent Symptoms After a Mild Traumatic Brain Injury
Sign Up to like & getrecommendations! Published in 2025 at "Neurorehabilitation and Neural Repair"
DOI: 10.1177/15459683251352498
Abstract: Background Individuals with prolonged symptoms after a mild traumatic brain injury (mTBI) report requiring more effort to complete complex and sustained activities. However, the relationship between cognitive workload and patient-reported symptoms is unclear. Objective To… read more here.
Keywords: task; persistent symptoms; workload; sustained visual ... See more keywords