Neural cognition processing of working memory in traumatic brain injury (TBI) patients - an ERP and a breamforming analysis of EEG and MEG data

Traumatic Brain Injury is a type of brain damage that is caused by a jolt or blow to the head from blunt or penetrating trauma. It is a non-degenerative, non-congenital revile to the brain that leads to temporary or permanent deterioration of cognitive, physical, and psychosocial functions, with...

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Main Author: Zahid, Aishah Sakinah
Format: Thesis
Language:English
Published: 2019
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Online Access:http://eprints.usm.my/49624/1/Aishah%20Sakinah%20Zahid-24%20pages.pdf
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spelling my.usm.eprints.49624 http://eprints.usm.my/49624/ Neural cognition processing of working memory in traumatic brain injury (TBI) patients - an ERP and a breamforming analysis of EEG and MEG data Zahid, Aishah Sakinah R Medicine Traumatic Brain Injury is a type of brain damage that is caused by a jolt or blow to the head from blunt or penetrating trauma. It is a non-degenerative, non-congenital revile to the brain that leads to temporary or permanent deterioration of cognitive, physical, and psychosocial functions, with an associated diminished or altered state of consciousness. Neural oscillations are basic and important mechanism that enables the synchronization of neural activity across and within brain regions and stimulates the exact temporal coordination of neural processes underlying cognitive tasks such as cognition, memory, perception, and behaviour. The aim of this study is to investigate the changes of neural oscillations/brain oscillation during working memory task among Healthy and TBI participants, to investigate the changes the latency and amplitude of N170 and P300 component in working memory processing among Healthy and TBI participants and to localize the neural sources of working memory activity by using Beamforming analysis among Healthy and TBI participants. The method of this study is divided into three phases; 1) Recruitment phase; Where the participants are recruited based on inclusion and exclusion criteria, 2) Data collection; MEG and EEG recording and 3) Data Analysis; Neural oscillation (Delta, Theta, Alpha, Beta) and Amplitude and Latency of P300 and N170 analysis. The results are divided into 3 parts according to the objectives. 1) Changes in Neural Oscillation among TBI participants and Healthy participants: TBI participants showed significantly higher power of low-frequency wave (Delta and Theta) and higher power of High-frequency wave (Beta) activity compared to Healthy participants during the working memory task. 2) ERP component analysis of P300 and N170 Amplitude and Latency: Anomaly findings where TBI participants showed better results in term of Amplitude and Latency of P300 and N170. 3) The sources of P300 and N170 are located at the visual association area, sensory-motor and the area that is responsible for Working Memory processing. In conclusion, even the moderate TBI patients has shown rather greater attention to working memory task, the overall cognitive function processing of working memory was slightly deteriorated compared to their counterpart, the study will need to be replicated in a large sample of patients. 2019-07 Thesis NonPeerReviewed application/pdf en http://eprints.usm.my/49624/1/Aishah%20Sakinah%20Zahid-24%20pages.pdf Zahid, Aishah Sakinah (2019) Neural cognition processing of working memory in traumatic brain injury (TBI) patients - an ERP and a breamforming analysis of EEG and MEG data. Masters thesis, Universiti Sains Malaysia.
institution Universiti Sains Malaysia
building Hamzah Sendut Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Sains Malaysia
content_source USM Institutional Repository
url_provider http://eprints.usm.my/
language English
topic R Medicine
spellingShingle R Medicine
Zahid, Aishah Sakinah
Neural cognition processing of working memory in traumatic brain injury (TBI) patients - an ERP and a breamforming analysis of EEG and MEG data
description Traumatic Brain Injury is a type of brain damage that is caused by a jolt or blow to the head from blunt or penetrating trauma. It is a non-degenerative, non-congenital revile to the brain that leads to temporary or permanent deterioration of cognitive, physical, and psychosocial functions, with an associated diminished or altered state of consciousness. Neural oscillations are basic and important mechanism that enables the synchronization of neural activity across and within brain regions and stimulates the exact temporal coordination of neural processes underlying cognitive tasks such as cognition, memory, perception, and behaviour. The aim of this study is to investigate the changes of neural oscillations/brain oscillation during working memory task among Healthy and TBI participants, to investigate the changes the latency and amplitude of N170 and P300 component in working memory processing among Healthy and TBI participants and to localize the neural sources of working memory activity by using Beamforming analysis among Healthy and TBI participants. The method of this study is divided into three phases; 1) Recruitment phase; Where the participants are recruited based on inclusion and exclusion criteria, 2) Data collection; MEG and EEG recording and 3) Data Analysis; Neural oscillation (Delta, Theta, Alpha, Beta) and Amplitude and Latency of P300 and N170 analysis. The results are divided into 3 parts according to the objectives. 1) Changes in Neural Oscillation among TBI participants and Healthy participants: TBI participants showed significantly higher power of low-frequency wave (Delta and Theta) and higher power of High-frequency wave (Beta) activity compared to Healthy participants during the working memory task. 2) ERP component analysis of P300 and N170 Amplitude and Latency: Anomaly findings where TBI participants showed better results in term of Amplitude and Latency of P300 and N170. 3) The sources of P300 and N170 are located at the visual association area, sensory-motor and the area that is responsible for Working Memory processing. In conclusion, even the moderate TBI patients has shown rather greater attention to working memory task, the overall cognitive function processing of working memory was slightly deteriorated compared to their counterpart, the study will need to be replicated in a large sample of patients.
format Thesis
author Zahid, Aishah Sakinah
author_facet Zahid, Aishah Sakinah
author_sort Zahid, Aishah Sakinah
title Neural cognition processing of working memory in traumatic brain injury (TBI) patients - an ERP and a breamforming analysis of EEG and MEG data
title_short Neural cognition processing of working memory in traumatic brain injury (TBI) patients - an ERP and a breamforming analysis of EEG and MEG data
title_full Neural cognition processing of working memory in traumatic brain injury (TBI) patients - an ERP and a breamforming analysis of EEG and MEG data
title_fullStr Neural cognition processing of working memory in traumatic brain injury (TBI) patients - an ERP and a breamforming analysis of EEG and MEG data
title_full_unstemmed Neural cognition processing of working memory in traumatic brain injury (TBI) patients - an ERP and a breamforming analysis of EEG and MEG data
title_sort neural cognition processing of working memory in traumatic brain injury (tbi) patients - an erp and a breamforming analysis of eeg and meg data
publishDate 2019
url http://eprints.usm.my/49624/1/Aishah%20Sakinah%20Zahid-24%20pages.pdf
http://eprints.usm.my/49624/
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score 13.211869