Title :
A diagnostic image system for assessing the severity of chronic liver disease
Author :
Horng, Ming-Huwi ; Yung-Nien Sun ; Lin, Xi-Zhang
Author_Institution :
Dept. of Inf. Manage., Shin Chien Univ., Taiwan
fDate :
29 Oct-1 Nov 1998
Abstract :
This paper describes a new ultrasonic scoring system based on the texture characteristics of ultrasonic liver images to generate an ultrasonic disease severity score that is highly correlated with the computer morphometry score obtained from fibrosis measurement of liver biopsy specimens. Essentially, the ultrasonic disease severity has great resemblance to the computer morphometry score in the statistical presentation. Therefore, the ultrasonic disease severity is defined mathematically referring to computer morphometry score as the scoring basis. As a result, the ultrasonic disease severity can faithfully reflect the disease progression of liver fibrosis. Promising results have been obtained in experimental studies and we are currently undergoing extensive clinical experiments
Keywords :
biomedical ultrasonics; diseases; image classification; image texture; liver; medical image processing; chronic liver disease; computer morphometry score; diagnostic image system; disease progression; image classification; liver fibrosis; severity assessment; statistical presentation; texture characteristics; ultrasonic liver images; ultrasonic scoring system; Attenuation; Biomedical imaging; Biopsy; Computer science; Engineering management; Liver diseases; Medical diagnostic imaging; Sonogram; Tellurium; Testing;
Conference_Titel :
Engineering in Medicine and Biology Society, 1998. Proceedings of the 20th Annual International Conference of the IEEE
Conference_Location :
Hong Kong
Print_ISBN :
0-7803-5164-9
DOI :
10.1109/IEMBS.1998.747230