Classification of Non-Severe Traumatic Brain Injury from Resting-State EEG Signal Using LSTM Network with ECOC-SVM

Classification of Non-Severe Traumatic Brain Injury from Resting-State EEG Signal Using LSTM Network with ECOC-SVM

Traumatic brain injury (TBI) is one of the common injuries when the human head receives an impact due to an accident or fall and is one of the most frequently submitted insurance claims. However, it is often always misused when individuals attempt an insurance fraud claim by providing false medical...

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Bibliographic Details
Main Authors: Chi Qin Lai, Haidi Ibrahim, Aini Ismafairus Abd Hamid, Jafri Malin Abdullah
Format: Article
Language:English
Published: MDPI AG 2020-09-01
Series:Sensors
Subjects:
deep-learning
electroencephalogram
error-correcting output coding
long short term memory network
machine-learning
resting-state
Online Access:https://www.mdpi.com/1424-8220/20/18/5234

Internet

https://www.mdpi.com/1424-8220/20/18/5234

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