Detection of Brain Stroke using Electroencephalography (EEG)

被引:3
作者
Garg, Pinanshu [1 ]
Sonker, Prateek Kumar [1 ]
Shakya, Kshitij [1 ]
Khurana, Dheeraj [2 ]
Roy, Shubhajit [1 ]
机构
[1] Indian Inst Technol Mandi, Sch Comp & Elect Engn, Mandi 175005, Himachal Prades, India
[2] PGIMER, Dept Neurol, Chandigarh 160012, India
来源
2019 13TH INTERNATIONAL CONFERENCE ON SENSING TECHNOLOGY (ICST) | 2019年
关键词
Stroke; Ischemic Stroke; Hemorrhagic Stroke; EEG; CT-scan; MRI; Cortical surface;
D O I
10.1109/icst46873.2019.9047678
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
This paper focuses on identifying an approach to identify stroke non-invasively and cost-effectively using Electroencephalography (EEG). Brain stroke occurs when blood flow to the brain is interrupted and brain cells are deprived of oxygen and nutrients and they begin to collapse. In order to detect a brain stroke, generally a CT scan or MRI is done to identify that specific region. Due to high cost of CT-scan/MRI, we wanted to find an alternative approach that is low cost and effective also. So, CT-scan/MRI and EEG data of the patients suffering from stroke within 48 hours after the onset was taken. The current research analysis is based on detecting the electrical current density different regions of the brain and comparing it with CT-scan/MRI images. Cross-sectional studies show the electrical current density of the cortical surface under hemorrhagic and ischemic stroke conditions. All the patients were examined hemorrhagic or ischemic stroke based on CT-scan/MRI.
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页数:6
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