DocumentCode :
3308271
Title :
An in vivo ultrasonic model of liver parenchyma
Author :
Huisman, H.J. ; Thijssen, J.M.
Author_Institution :
Clinical Phys. Lab., Univ. Children´´s Center, Nijmegen, Netherlands
Volume :
2
fYear :
1997
fDate :
5-8 Oct 1997
Firstpage :
1143
Abstract :
Several ultrasonic tissue characterization features are known to discriminate pathological from normal tissue in vivo. Previously, the authors developed an in vivo attenuation and backscatter estimation method and derived expressions predicting the standard deviation (sd) of the intercept and slope features, assuming a commonly used ultrasonic model of liver parenchyma. In its application to in vivo data the sd of the intercept features was unexpectedly high and the feature SNR (signal to-noise ratio) showed a significant bias related to the window size. In this paper, the model is extended with the notion of inhomogeneous parenchyma background (IPB). IPB is shown to be present in normal liver parenchyma and is statistically described by a noise term with small amplitude and large correlation cell size. The effect of the noise term on the features can be predicted. The results demonstrate good agreement between the estimations and predictions in in vivo data. It is concluded that IPB is a realistic and relevant phenomenon and should be part of the in vivo ultrasonic model of liver parenchyma
Keywords :
backscatter; biomedical ultrasonics; feature extraction; liver; medical image processing; physiological models; ultrasonic absorption; backscatter estimation method; feature signal to-noise ratio; in vivo attenuation; in vivo ultrasonic model; intercept features; liver parenchyma; normal tissue; pathological tissue; slope features; window size; Attenuation; Background noise; Backscatter; Frequency estimation; In vivo; Liver; Physics; Predictive models; Signal to noise ratio; Standards development;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Ultrasonics Symposium, 1997. Proceedings., 1997 IEEE
Conference_Location :
Toronto, Ont.
ISSN :
1051-0117
Print_ISBN :
0-7803-4153-8
Type :
conf
DOI :
10.1109/ULTSYM.1997.661780
Filename :
661780
Link To Document :
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