Title :
Evaluation of a similarity-based elastography technique using four similarity metrics
Author :
Rothney, Megan P. ; Washington, Chad W. ; Miga, Michael I.
Author_Institution :
Dept. of Biomedical Eng., Vanderbilt Univ., Nashville, TN, USA
Abstract :
This study uses a similarity-based elastography method to attempt to reconstruct elastic modulus values in a simulation of cancerous tumors in the breast. Four similarity metrics were compared as to their ability to resolve a single near field tumor, far field tumor and a multiple tumor scenario. Mutual information provided the best reconstruction for near field tumors while gradient correlation provided the best reconstruction for the far field and multiple tumor models. In all elasticity images, good tumor localization was achieved; however, the limited contrast resolution needs further investigation.
Keywords :
biological organs; biomechanics; cancer; computerised tomography; elastic moduli; gradient methods; image reconstruction; medical image processing; tumours; cancerous breast tumors; elastic modulus reconstruction; gradient correlation; limited contrast resolution; mutual information; similarity metrics; similarity-based elastography technique; tumor localization; Biological tissues; Breast cancer; Breast neoplasms; Cancer detection; Capacitive sensors; Deformable models; Elasticity; Finite element methods; Image coding; Image reconstruction;
Conference_Titel :
Biomedical Imaging: Nano to Macro, 2004. IEEE International Symposium on
Print_ISBN :
0-7803-8388-5
DOI :
10.1109/ISBI.2004.1398633