Title :
Quantification of injury-related EEG signal changes using distance measures
Author :
Kong, Xuan ; Brambrink, Ansgar ; Hanley, Daniel F. ; Thakor, Nitish V.
Author_Institution :
Dept. of Electr. Eng., Northern Illinois Univ., DeKalb, IL, USA
fDate :
7/1/1999 12:00:00 AM
Abstract :
Novel indicators based on distance measures are developed and compared to quantify changes in electroencephalogram signal resulting from hypoxic-asphyxic injury. An injury index is derived based on the measures. The Itakura distance-based index is found to have the highest correlation with the long-term outcome as measured by the neurological deficit scores.
Keywords :
electroencephalography; medical signal processing; EEG analysis; Itakura distance-based index; distance measures; electrodiagnostics; hypoxic-asphyxic injury; injury-related EEG signal changes quantification; long-term outcome; neurological deficit scores; piglets; Animals; Asphyxia; Blood; Brain injuries; Brain modeling; Electroencephalography; Low pass filters; Monitoring; Power system modeling; Real time systems; Animals; Electroencephalography; Ischemic Attack, Transient; Linear Models; Models, Neurological; Monitoring, Physiologic; Signal Processing, Computer-Assisted; Swine;
Journal_Title :
Biomedical Engineering, IEEE Transactions on
