Paper Info
Title
Analysis of Decomposed Saccadic Pulses and Steps by Independent Component Analysis for Patients with Brain Stem Lesions
Abstract
Previous researches reported that the command signals, including pulse and step, are generated in the brain stem and activates the oculomotor neurons for saccade generation. It was discovered that disorder of these two components will cause abnormal saccades. Recently independent component analysis (ICA) has been used in the decomposition of biomedical signals. In one investigation, ICA was used for successfully decomposing the transient and sustained components of the vergence eye movements. In this study, we applied ICA to decompose the pulse and step signals from the recorded saccadic profiles. Nine normal young subjects (mean age: 24.7) and three patients, including two (age: 57 and 55) with brainstem lesions and one (age: 44) with bilateral calcification over basal ganglia were tested for this investigation. The results show that the pulse and step components can be accurately decomposed from the saccadic ensemble profiles using ICA for both normal and patient subjects. It also demonstrates that the decomposed pulse duration for the patients is significantly elongated than the normal subjects. To compare the patients with brain stem lesions to a patient with bilateral calcifications over basal ganglia, it was found that the saccadic performance is not affected for the latter, which is consistent with previous findings that brain stem is responsible for the generation of saccadic commands.
Year
Venue
Keywords
2005
METMBS '05: Proceedings of the 2005 International Conference on Mathematics and Engineering Techniques in Medicine and Biological Sciences
saccadic eye movements,independent component analysis,pulse,step,brain stem
DocType
Citations 
PageRank 
Conference
1
0.43
References 
Authors
1
5
Name
Order
Citations
PageRank
Yung-Fu Chen115520.85
You-yun Lee281.39
Min-wei Huang341.53
Yi-chun Du4639.25
Tainsong Chen5769.86