Title :
A 3D ultrasound renal calculi fragmentation image analysis system for extracorporeal shock wave lithotripsy
Author :
Manousakas, Ioannis ; Lai, Chih-Ching ; Chang, Wan-Yi
Author_Institution :
Dept. of Biomed. Eng., I-Shou Univ., Kaohsiung, Taiwan
Abstract :
Extracorporeal shock wave lithotripsy (ESWL) is the most effective and common practice for the treatment of renal calculi. After the treatment X-ray or ultrasound images are used to visually estimate the fragmentation of the stone. Unfortunately, up to now, there is not any method for quantitative estimation of the fragmentation level from ultrasound images. Conventional ultrasound image systems acquire two dimensional images. In this study we propose that such two dimensional images can assemble three dimensional images acquired along the duration of the treatment and apply Grey-Level Co-occurrence Matrix (GLCM) texture measurements to produce a fragmentation level measurement figure. Measurements with phantoms and simulated stone models were used to demonstrate the effectiveness of the proposed method. The results showed that there are significant variations between different texture features but different fragmentation levels can be correlated to different values of the texture features.
Keywords :
biomedical ultrasonics; computer graphics; diseases; image texture; kidney; matrix algebra; medical image processing; patient treatment; phantoms; 3D ultrasound; ESWL; X-ray; extracorporeal shock wave lithotripsy; grey level co-occurrence matrix; image analysis; renal calculi; stone fragmentation; texture analysis; Assembly; Image analysis; Image texture analysis; Kidney stones; Level measurement; Lithotripsy; Shock waves; Ultrasonic imaging; Ultrasonic variables measurement; X-ray imaging; GLCM; fragmentation; renal calculi; texture analysis;
Conference_Titel :
Computer Communication Control and Automation (3CA), 2010 International Symposium on
Conference_Location :
Tainan
Print_ISBN :
978-1-4244-5565-2
DOI :
10.1109/3CA.2010.5533823