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Assessment of Visual Pursuit in Patients With Disorders of Consciousness Based on a Brain-Computer Interface
- Source :
- IEEE Transactions on Neural Systems and Rehabilitation Engineering. 26:1141-1151
- Publication Year :
- 2018
- Publisher :
- Institute of Electrical and Electronics Engineers (IEEE), 2018.
-
Abstract
- Visual pursuit assessment is extensively applied in the behavioral scale-based clinical examination of patients with disorders of consciousness (DOC). However, this assessment is challenging because it relies on behavioral markers, and these patients severely lack behavioral responses. Brain-computer interfaces (BCIs) may provide a potential solution to detect brain responses to external stimuli without requiring behavioral expressions. A BCI system was designed to simulate visual pursuit detection in the coma recovery scale-revised (CRS-R). The graphical user interface included four buttons, one that moved on the screen and three that did not. These buttons flashed in a random order. The patients were prompted to follow the moving button. Based on the collected electroencephalography data, the algorithm determined whether the patient focused on the moving target. Among the 14 DOC patients who participated in the assessments based on the BCI system and the CRS-R, four patients exhibited visual pursuit, and three were nonresponsive in both assessments. More importantly, seven patients who did not exhibit visual pursuit in CRS-R were detected to be responsive to the moving target stimuli in the BCI assessment. Furthermore, five out of seven recovered consciousness to some degree and showed visual pursuit in the second CRS-R assessment. The proposed BCI system is better able to detect visual pursuit than the behavioral scale-based assessment and thus can assist in clinically evaluating the challenging population of DOC patients.
- Subjects :
- Adult
Male
medicine.medical_specialty
genetic structures
media_common.quotation_subject
Population
Biomedical Engineering
Disorders of consciousness
Electroencephalography
050105 experimental psychology
Young Adult
03 medical and health sciences
0302 clinical medicine
Physical medicine and rehabilitation
Brain Injuries, Traumatic
Saccades
Internal Medicine
medicine
Humans
0501 psychology and cognitive sciences
Coma
education
Aged
Brain–computer interface
media_common
education.field_of_study
medicine.diagnostic_test
General Neuroscience
05 social sciences
Rehabilitation
Recovery of Function
Middle Aged
medicine.disease
Healthy Volunteers
Visualization
Brain-Computer Interfaces
Task analysis
Consciousness Disorders
Evoked Potentials, Visual
Female
Consciousness
medicine.symptom
Psychology
Algorithms
Photic Stimulation
030217 neurology & neurosurgery
Subjects
Details
- ISSN :
- 15580210 and 15344320
- Volume :
- 26
- Database :
- OpenAIRE
- Journal :
- IEEE Transactions on Neural Systems and Rehabilitation Engineering
- Accession number :
- edsair.doi.dedup.....d2c4d539c9b1640b693839964c52d346
- Full Text :
- https://doi.org/10.1109/tnsre.2018.2835813