A Comparison of EEG Power Spectral and Wavelet Features in Concussed Cohorts using Support Vector Machine
Garg, Saurabh ; Yeung, Arnold ; Garudadri, Harinath ; Virji-Babul, Naznin
Neurological disorders – Diagnostic and evaluation techniques
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Neurological disorders – Traumatic brain injury
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Neural signals – Time-frequency analysis
EEG power spectral features and wavelet features have independently shown changes in brain activity due to concussions. In this study, we…
A Computer Vision based Candidate for Functional Balance Test
Nalci, Alican ; Khodamoradi, Alireza ; Balkan, Ozgur ; Nahab, Fatta ; Garudadri, Harinath
Neuromuscular systems – Postural and balance
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Human performance
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Human performance – Engineering
Balance in humans is a motor skill based on complex multimodal sensing, processing and control. Ability to maintain balance in activities of daily…
Comparison of Foam-Based and Spring-Loaded Dry EEG Electrodes with Wet Electrodes in Resting and Moving Conditions
Yeung, Arnold ; Garudadri, Harinath ; Van Toen, Carolyn ; Mercier, Patrick P. ; Balkan, Ozgur ; Makeig, Scott ; Virji-Babul, Naznin
Neural interfaces – Bioelectric sensors
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Rehabilitation – Wearable systems
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Human performance – Activities of daily living
The introduction of dry electrodes for EEG measurements has opened up possibilities of recording EEG outside of standard clinical…
Source-Domain Spectral EEG Analysis of Sports-Related Concussion via Measure Projection Analysis
Balkan, Ozgur ; Virji-Babul, Naznin ; Miyakoshi, Makoto ; Makeig, Scott ; Garudadri, Harinath
Electrical source brain imaging
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Electrical source imaging techniques
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EEG imaging
Here, we investigated EEG-based source-level spectral differences between adolescents with sports-related concussions and healthy age…
