Automatic Detection of EEG Epileptiform Abnormalities in Traumatic Brain Injury using Deep Learning

2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)(2021)

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摘要
Traumatic brain injury (TBI) is a sudden injury that causes damage to the brain. TBI can have wide-ranging physical, psychological, and cognitive effects. TBI outcomes include acute injuries, such as contusion or hematoma, as well as chronic sequelae that emerge days to years later, including cognitive decline and seizures. Some TBI patients develop posttraumatic epilepsy (PTE), or recurrent and u...
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关键词
Deep learning,Recurrent neural networks,Psychology,Biomarkers,Electroencephalography,Task analysis,Usability
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