Title :
Characterisation of atherosclerotic plaque by spectral analysis of 30 MHz intravascular ultrasound radio frequency data
Author :
Spencer, T. ; Ramo, M.P. ; Salter, D. ; Sutherland, G. ; Fox, K.A. ; McDicken, W.N.
Author_Institution :
Dept. of Med. Phys., Edinburgh Univ., UK
Abstract :
Accurate coronary plaque characterisation by ultrasound would have a major impact on the management of cardiac patients. The aim of this study has been to develop radio-frequency analysis techniques for this purpose. Postmortem coronary arteries (n=5) were imaged with 30 MHz intravascular ultrasound (IVUS) and the raw signals digitised (f=250 MHz) at 11 sites. Spectral parameters were compiled from regions of interest (ROIs=45) within areas of loose fibrotic tissue (DFT), moderate fibrotic tissue (MFT), dense fibrotic tissue (DFT) and calcium (CA), located using scan-converted representations of the data. Power spectra were normalised with respect to a perfect reflector and power- and frequency-related parameters were measured within the bandwidth 17-42 MHz. Significant discrimination between LFT/DFT and LFT/CA was given by maximum power and spectral slope (dB/MHz). The clearest discrimination was provided by the 0 Hz intercept of the spectral slope: LFT/DFT (p<.001); LFT/CA (p<.0001); DFT/CA (p<.1). In order to evaluate the predictive power of these measurements, parametric images were constructed to show the distribution of the plaque types as determined by each parameter
Keywords :
acoustic signal processing; biomedical ultrasonics; cardiology; cellular biophysics; image classification; image segmentation; medical image processing; spectral analysis; 17 to 42 MHz; 250 MHz; 30 MHz; 30 MHz intravascular ultrasound radio frequency data; atherosclerotic plaque; bandwidth; calcium; cardiac patient management; coronary heart disease; dense fibrotic tissue; diseased coronary artery; frequency-related parameters; intravascular ultrasound; loose fibrotic tissue; moderate fibrotic tissue; parametric images; postmortem coronary arteries; power spectra; power-related parameters; predictive power; raw signals; regions of interest; scan-converted representations; spectral analysis; spectral slope; Arteries; Calcium; Cardiac disease; Catheters; In vitro; In vivo; Power measurement; Radio frequency; Spectral analysis; Ultrasonic imaging;
Conference_Titel :
Ultrasonics Symposium, 1996. Proceedings., 1996 IEEE
Conference_Location :
San Antonio, TX
Print_ISBN :
0-7803-3615-1
DOI :
10.1109/ULTSYM.1996.584177