Title :
Comparison of ventricular geometry for two real time 3D ultrasound machines with three dimensional level set
Author :
Angelini, E. ; Otsuka, R. ; Homma, S. ; Laine, A.
Author_Institution :
Columbia Univ., New York, NY, USA
Abstract :
This paper presents new results for segmentation of 3D ultrasound using a robust and smooth segmentation method based on a homogeneity-driven three dimensional level set algorithm. The segmentation was applied to echocardiographic data from healthy volunteers acquired with two 3D ultrasound machines based on matrix-phased array technology. A comparison of ventricular volumes and geometry is performed based on manual and automatic methods of segmentation. Results showed good agreement of the segmentation methods and the ultrasound machines for ventricular geometry and quantitative assessment of cardiac function.
Keywords :
biomedical measurement; echocardiography; image segmentation; medical image processing; set theory; ultrasonic transducer arrays; volume measurement; 3D ultrasound segmentation method; cardiac function; echocardiographic data segmentation; homogeneity-driven three dimensional level set algorithm; matrix-phased array technology; real time 3D ultrasound machine; ventricular geometry comparison; ventricular volume; Biomedical imaging; Deformable models; Echocardiography; Equations; Geometry; Image quality; Image segmentation; Level set; Robustness; Ultrasonic imaging;
Conference_Titel :
Biomedical Imaging: Nano to Macro, 2004. IEEE International Symposium on
Print_ISBN :
0-7803-8388-5
DOI :
10.1109/ISBI.2004.1398790