Title :
Dynamical segmentation of the left ventricle in echocardiographic image sequences
Author :
Bosnak, A. ; Burdin, V. ; Torrealba, V. ; Montilla, G. ; Solaiman, B. ; Roux, C.
Author_Institution :
Ecole Nat. Superieure des Telecommun. de Bretagne, Brest, France
Abstract :
Presents a new methodology for the analysis of echocardiographic image sequences. The echocardiographic medical examination is a frequent practice in the cardiology clinic, and generally there is bi-dimensional echocardiographic equipment. We have developed a. new processing chain that will allow a medical diagnosis issued from a 3D reconstruction of the ultrasound images. The project is divided into several 3D modules: acquisition, filtering, segmentation, reconstruction, and visualization. Inside the processing chain, the segmentation module of ultrasound images has always been a problem. In this paper, we propose two different methods for the 3D segmentation: a model of 3D snakes and a front propagation model that allow an accurate segmentation and reconstruction of the internal wall of the ventricle. From these segmentation methods, some important medical parameters are computed: ejection fraction, cardiac index, ventricle volume, etc.
Keywords :
echocardiography; image reconstruction; image segmentation; image sequences; medical image processing; multidimensional signal processing; 3D modules; 3D reconstruction; 3D snakes; acquisition; cardiac index; cardiology clinic; dynamical segmentation; echocardiographic image sequences; ejection fraction; filtering; front propagation model; internal wall; left ventricle; medical diagnosis; medical parameters; reconstruction; segmentation; segmentation module; ultrasound images; ventricle volume; visualization; Biomedical imaging; Cardiology; Image analysis; Image reconstruction; Image segmentation; Image sequence analysis; Image sequences; Medical diagnosis; Medical diagnostic imaging; Ultrasonic imaging;
Conference_Titel :
Engineering in Medicine and Biology Society, 2001. Proceedings of the 23rd Annual International Conference of the IEEE
Print_ISBN :
0-7803-7211-5
DOI :
10.1109/IEMBS.2001.1017323