DocumentCode
3363540
Title
Biomedical problems in time-frequency-scale analysis-new challenges
Author
Thakor, Nitish V. ; Sherman, David L.
Author_Institution
Dept. of Biomed. Eng., Johns Hopkins Univ., Baltimore, MD, USA
fYear
1994
fDate
25-28 Oct 1994
Firstpage
536
Lastpage
539
Abstract
Biomedical problems are especially rich in the information they provide as an indication of the body´s organ or system function. Information obtained from the human body is dynamic, time-varying, sometimes transient, mostly non-stationary, usually corrupted by noise. Time-frequency and time-scale analysis techniques are especially well suited to address such problems. Successful examples of applications of these techniques are in the analysis of ECG signals from the heart (analysis of QRS complexes and late potentials) and brain (evoked potentials and seizure spikes). Future work in this area will require that novel signal processing techniques are stimulated to serve the need for biological discovery
Keywords
bioelectric potentials; electrocardiography; electroencephalography; medical signal processing; time-frequency analysis; ECG signals; QRS complexes; biomedical problems; brain; evoked potentials; heart; human body; late potentials; noise corruption; nonstationary signals; organ function; seizure spike; signal processing techniques; system function; time-frequency-scale analysis; time-scale analysis techniques; Bioelectric phenomena; Biomedical measurements; Biomedical signal processing; Electric variables measurement; Electrocardiography; Epilepsy; Heart; Humans; Signal analysis; Time frequency analysis;
fLanguage
English
Publisher
ieee
Conference_Titel
Time-Frequency and Time-Scale Analysis, 1994., Proceedings of the IEEE-SP International Symposium on
Conference_Location
Philadelphia, PA
Print_ISBN
0-7803-2127-8
Type
conf
DOI
10.1109/TFSA.1994.467296
Filename
467296
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