Apparatus and method for epileptic seizure detection using non-linear techniques
Abstract
Methods and apparatus for automatically detecting epileptic seizures by monitoring and analyzing brain wave (EEG or MEG) signals. Steps include: acquiring the brain wave data from the patient; digitizing the data; obtaining nonlinear measures of the data via chaotic time series analysis; obtaining time serial trends in the nonlinear measures; determining that one or more trends in the nonlinear measures indicate a seizure, and providing notification of seizure occurrence.
- Inventors:
-
- Knoxville, TN
- Issue Date:
- Research Org.:
- Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States)
- OSTI Identifier:
- 871497
- Patent Number(s):
- 5743860
- Assignee:
- Lockheed Martin Energy Systems, Inc. (Oak Ridge, TN)
- Patent Classifications (CPCs):
-
A - HUMAN NECESSITIES A61 - MEDICAL OR VETERINARY SCIENCE A61B - DIAGNOSIS
- DOE Contract Number:
- AC05-84OR21400
- Resource Type:
- Patent
- Country of Publication:
- United States
- Language:
- English
- Subject:
- apparatus; method; epileptic; seizure; detection; non-linear; techniques; methods; automatically; detecting; seizures; monitoring; analyzing; brain; wave; eeg; meg; signals; steps; acquiring; data; patient; digitizing; obtaining; nonlinear; measures; via; chaotic; time; series; analysis; serial; trends; determining; indicate; providing; notification; occurrence; nonlinear measures; brain wave; automatically detecting; time series; providing notification; serial trends; time serial; via chaotic; obtaining time; obtaining nonlinear; series analysis; chaotic time; data via; wave data; epileptic seizures; epileptic seizure; analyzing brain; automatically detect; /600/
Citation Formats
Hively, Lee M, Clapp, Ned E, Daw, C Stuart, and Lawkins, William F. Apparatus and method for epileptic seizure detection using non-linear techniques. United States: N. p., 1998.
Web.
Hively, Lee M, Clapp, Ned E, Daw, C Stuart, & Lawkins, William F. Apparatus and method for epileptic seizure detection using non-linear techniques. United States.
Hively, Lee M, Clapp, Ned E, Daw, C Stuart, and Lawkins, William F. Tue .
"Apparatus and method for epileptic seizure detection using non-linear techniques". United States. https://www.osti.gov/servlets/purl/871497.
@article{osti_871497,
title = {Apparatus and method for epileptic seizure detection using non-linear techniques},
author = {Hively, Lee M and Clapp, Ned E and Daw, C Stuart and Lawkins, William F},
abstractNote = {Methods and apparatus for automatically detecting epileptic seizures by monitoring and analyzing brain wave (EEG or MEG) signals. Steps include: acquiring the brain wave data from the patient; digitizing the data; obtaining nonlinear measures of the data via chaotic time series analysis; obtaining time serial trends in the nonlinear measures; determining that one or more trends in the nonlinear measures indicate a seizure, and providing notification of seizure occurrence.},
doi = {},
journal = {},
number = ,
volume = ,
place = {United States},
year = {Tue Apr 28 00:00:00 EDT 1998},
month = {Tue Apr 28 00:00:00 EDT 1998}
}
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