Title :
Suppression of metal streak artifacts in CT using a MAP reconstruction procedure
Author :
Lemmens, Catherine ; Faul, David ; Hamill, James ; Stroobants, Sigrid ; Nuyts, Johan
Author_Institution :
Dept. of Nucl. Medicine, K.U. Leuven
fDate :
Oct. 29 2006-Nov. 1 2006
Abstract :
Metal implants such as hip prostheses and dental fillings produce streak artifacts in the reconstructed CT images. Due to these streaks, the CT image may not be diagnostically usable. Therefore we propose a reconstruction procedure that diminishes the streak artifacts and that may improve the diagnostic value of the CT. The procedure starts with a MAP reconstruction using an iterative reconstruction algorithm and a multi-modal prior. This produces a streak-free starting image. This starting image will be the basis for a projection completion MAR procedure. The patient results are very promising but further investigation and validation is needed.
Keywords :
computerised tomography; image reconstruction; maximum likelihood estimation; medical image processing; metals; CT image reconstruction; MAP reconstruction procedure; computerised tomography; dental fillings; hip prostheses; iterative reconstruction algorithm; metal implants; metal streak artifact suppression; Attenuation; Biomedical imaging; Computed tomography; Image converters; Image reconstruction; Iterative algorithms; Medical diagnostic imaging; Nuclear and plasma sciences; Positron emission tomography; Reconstruction algorithms;
Conference_Titel :
Nuclear Science Symposium Conference Record, 2006. IEEE
Conference_Location :
San Diego, CA
Print_ISBN :
1-4244-0560-2
Electronic_ISBN :
1095-7863
DOI :
10.1109/NSSMIC.2006.353739