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
         
        
        
        
        
        
            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;
         
        
        
        
            Conference_Titel : 
Computers in Cardiology 1998
         
        
            Conference_Location : 
Cleveland, OH
         
        
        
            Print_ISBN : 
0-7803-5200-9
         
        
        
            DOI : 
10.1109/CIC.1998.731752