DocumentCode
2913116
Title
Tissue differentiation based on radiofrequency echographic signal local spectral content
Author
Masotti, L. ; Biagi, E. ; Granchi, S. ; Breschi, L. ; Magrini, E. ; Di Lorenzo, F.
Author_Institution
Lab. Ultrasuoni e Controlli non Distruttivi, Univ. degli Studi di Firenze, Florence, Italy
Volume
1
fYear
2003
fDate
5-8 Oct. 2003
Firstpage
1030
Abstract
An echographic method for investigating biological tissue internal structure in order to differentiate pathological regions is proposed in this work. The method, named RULES (radiofrequency ultrasonic local estimator), is based on interactive radiofrequency (RF) echographic signal processing. It permits to extract spectral parameters related to the actual organization and mechanical properties of investigated tissue. Spectral images are produced through a processing procedure, based on a statistical analysis of local estimators (LE). They are calculated from the spectral coefficients of discrete wavelet packet transform. The tissue portions, which exhibit the same LE homogeneous distribution, were put in correspondence with condition and type of tissue identified by histological studies. Results obtained on prostate pathology detection, breast tumor detection and carotid vessel plaque localization and differentiation are presented.
Keywords
biological tissues; biomechanics; discrete wavelet transforms; echocardiography; medical signal processing; statistical analysis; tumours; RF echographic signal processing; biological tissue internal structure; breast tumor detection; carotid vessel plaque differentiation; carotid vessel plaque localization; discrete wavelet packet transform; mechanical properties; pathology detection; radiofrequency ultrasonic local estimator; spectral coefficients; spectral images; statistical analysis; tissue differentiation; tissue identification; Biological tissues; Character generation; Discrete wavelet transforms; Finite impulse response filter; Laboratories; Microstructure; Pathology; RF signals; Radio frequency; Wavelet packets;
fLanguage
English
Publisher
ieee
Conference_Titel
Ultrasonics, 2003 IEEE Symposium on
Print_ISBN
0-7803-7922-5
Type
conf
DOI
10.1109/ULTSYM.2003.1293575
Filename
1293575
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