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- Title
Robust linear predictor as EEG fluctuation analyzer in diagnosis of Alzheimer's disease.
- Authors
ZACHOVÁ, DAGMAR; KUKAL, JAROMIR; VYŠATA, OLDŘICH
- Abstract
The paper is oriented to EEG signal analysis, which is focused to quasi-stationarity hypothesis that the statistical properties of the channel signal fluctuate in time. Robust linear predictor is used for short segments of EEG as low-pass filter and the difference between the raw EEG and filter output was subject of statistical testing. Novelty is in the fluctuation measurement which enables to classify the Alzheimer's disease patients against controls.
- Subjects
ALZHEIMER'S disease diagnosis; DISEASES in older people; DEMENTIA; BASAL ganglia diseases; ELECTROENCEPHALOGRAPHY
- Publication
Archives of Control Sciences, 2011, Vol 21, Issue 2, p121
- ISSN
1230-2384
- Publication type
Article
- DOI
10.2478/v10170-010-0035-2