DocumentCode
2127360
Title
The quantitative analysis of liver ultrasound images by depth correction
Author
Shih-Yen Hsu ; Wei-Chang Du ; Nan-Han Lu ; Yung-Hui Huang ; Tai-Been Chen
Author_Institution
Dept. of Inf. Eng., I-Shou Univ., Kaohsiung, Taiwan
fYear
2013
fDate
25-26 Feb. 2013
Firstpage
528
Lastpage
530
Abstract
The attenuation in ultrasound is one of primary factor reducing quality of image. The heterogeneity intensity of ultrasound images was made by scatter and attenuation. In this study, the quantitative analysis of liver ultrasound images was performed by three extracted features with and without depth corrections. A tissue phantom and 136 empirical images were involved to evaluate the reliability and performance with three extracted features. The average intensity of ROI with depth correction had better reliability and performance with AUC 0.689 and specificity, sensitivity, and accuracy are 67%, 60%, and 62% with respectively.
Keywords
biological tissues; biomedical ultrasonics; feature extraction; liver; medical image processing; phantoms; ultrasonic absorption; ultrasonic scattering; AUC 0.689; ROI average intensity; attenuation; depth correction; empirical images; feature extraction; heterogeneity intensity; image quality; liver ultrasound images; quantitative analysis; scattering; tissue phantom; Attenuation; Entropy; Feature extraction; Liver; Phantoms; Statistical analysis; Ultrasonic imaging; AUC; heterogeneity intensity; liver ultrasound;
fLanguage
English
Publisher
ieee
Conference_Titel
Next-Generation Electronics (ISNE), 2013 IEEE International Symposium on
Conference_Location
Kaohsiung
Print_ISBN
978-1-4673-3036-7
Type
conf
DOI
10.1109/ISNE.2013.6512415
Filename
6512415
Link To Document