DocumentCode :
330900
Title :
Visualisation of heart rate variability data using topographic mappings
Author :
Raymond, B. ; Bogner, R.E. ; Mazumdar, J. ; Hilton, M.F.
Author_Institution :
Dept. of Electr. & Electron. Eng., Adelaide Univ., SA, Australia
fYear :
1998
fDate :
13-16 Sep 1998
Firstpage :
141
Lastpage :
144
Abstract :
Sammon´s (1969) nonlinear mapping is applied to the visualisation of heart rate variability (HRV) spectral data. The mapping provides a graphical depiction of the relationships between the HRV spectra, and does not require the explicit subdivision of the spectra into the traditional low- and high-frequency fixed bands. Application of the mapping technique to HRV from physiological and pharmacological interventions and a cohort of sleep apnoea patients produced logical representations of the data sets. The method has application to the visualisation of a wide variety of biomedical signal data
Keywords :
cardiology; data visualisation; medical signal processing; spectral analysis; Sammon´s nonlinear mapping; biomedical signal data; graphical depiction; heart rate variability data visualisation; high-frequency fixed bands; low-frequency fixed bands; pharmacological interventions; physiological interventions; sleep apnoea patients cohort; spectra subdivision; topographic mappings; Data engineering; Data visualization; Euclidean distance; Frequency; Heart rate; Heart rate variability; Information processing; Mathematics; Signal mapping; Signal processing;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computers in Cardiology 1998
Conference_Location :
Cleveland, OH
ISSN :
0276-6547
Print_ISBN :
0-7803-5200-9
Type :
conf
DOI :
10.1109/CIC.1998.731752
Filename :
731752
Link To Document :
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