DocumentCode
1217095
Title
Noninvasive estimation of tissue temperature via high-resolution spectral analysis techniques
Author
Amini, Ali Nasiri ; Ebbini, Emad S. ; Georgiou, Tryphon T.
Author_Institution
Dept. of Electr. & Comput. Eng., Univ. of Minnesota, Minneapolis, MN, USA
Volume
52
Issue
2
fYear
2005
Firstpage
221
Lastpage
228
Abstract
We address the noninvasive temperature estimation from pulse-echo radio frequency signals from standard diagnostic ultrasound imaging equipment. In particular, we investigate the use of a high-resolution spectral estimation method for tracking frequency shifts at two or more harmonic frequencies associated with temperature change. The new approach, employing generalized second-order statistics, is shown to produce superior frequency shift estimates when compared to conventional high-resolution spectral estimation methods Seip and Ebbini (1995). Furthermore, temperature estimates from the new algorithm are compared with results from the more commonly used echo shift method described in Simon et al. (1998).
Keywords
biomedical ultrasonics; estimation theory; image resolution; medical image processing; muscle; spectral analysis; statistics; diagnostic ultrasound imaging; frequency shift tracking; generalized second-order statistics; harmonic frequencies; high-resolution spectral analysis; noninvasive tissue temperature estimation; pulse-echo radio frequency signals; Acoustic scattering; Frequency estimation; Heating; Magnetic resonance imaging; Signal resolution; Spatial resolution; Spectral analysis; Statistics; Temperature sensors; Ultrasonic imaging; Diagnostic ultrasound; maximum entropy; spectral analysis; state-covariance; super-resolution; Algorithms; Animals; Body Temperature; Cattle; Computer Simulation; Connective Tissue; Diagnosis, Computer-Assisted; Models, Biological; Muscle, Skeletal; Reproducibility of Results; Sensitivity and Specificity; Thermography;
fLanguage
English
Journal_Title
Biomedical Engineering, IEEE Transactions on
Publisher
ieee
ISSN
0018-9294
Type
jour
DOI
10.1109/TBME.2004.840189
Filename
1386559
Link To Document