Title :
Multivariate analysis of neonatal EEG in different sleep stages: methods and preliminary results
Author :
Galhanone, P.R. ; Simpson, D.M. ; Infantosi, A.F.C. ; Faveret, Eduardo ; Genofre, M.A. ; Bello, Helio ; De Azevedo, Leonardo
Author_Institution :
Biomed. Eng. Program, Fed. Univ. of Rio de Janeiro, Brazil
Abstract :
Spectral analysis of the multichannel EEG of neonates is carried out with a view to determining differences in characteristics of High-Voltage-Slow, Low-Voltage-Irregular and mixed EEG patterns. MANOVA and discriminant analysis are applied to the spectral parameters
Keywords :
electroencephalography; medical signal processing; spectral analysis; High-Voltage-Slow; Low-Voltage-Irregular; MANOVA; discriminant analysis; electrodiagnostics; mixed EEG patterns; multivariate analysis; neonatal EEG; newborns; sleep stages; spectral parameters; Electrocardiography; Electroencephalography; Electromyography; Electrooculography; Laboratories; Pediatrics; Signal processing; Sleep; Spectral analysis; Testing;
Conference_Titel :
Engineering in Medicine and Biology Society, 1995., IEEE 17th Annual Conference
Conference_Location :
Montreal, Que.
Print_ISBN :
0-7803-2475-7
DOI :
10.1109/IEMBS.1995.579444
