Title :
Fast vascular reconstruction with MAP-EM method from few projections
Author :
Ohura, Naoko ; Ogawa, Koichi ; Kunieda, Etsuo
Author_Institution :
Dept. of Electron. Inf., Hosei Univ., Tokyo, Japan
Abstract :
It is necessary to know exactly the position and shape of blood vessels when radiation therapy is done for intracranial arteriovenous malformation. Various three-dimensional reconstruction methods for brain blood vessels have been proposed on the basis of clinical importance. But it is very difficult to accurately reconstruct blood vessels of complex shape from a few two-dimensional angiograms. Here, the authors used a MAP-EM method to reconstruct three-dimensional brain blood vessels from a few angiograms. Moreover, the authors decreased the calculation time by introducing a new penalty function in this MAP-FM method. As a result, a high quality image was obtained with a few iterations than with conventional iterative methods
Keywords :
blood vessels; brain; diagnostic radiography; image reconstruction; iterative methods; medical image processing; MAP-EM method; blood vessels position; blood vessels shape; calculation time decrease; fast vascular reconstruction; few projections; high quality image; intracranial arteriovenous malformation radiotherapy; medical diagnostic imaging; penalty function; Biomedical applications of radiation; Biomedical imaging; Blood vessels; Computed tomography; Image reconstruction; Iterative methods; Pixel; Reconstruction algorithms; Shape; Spatial resolution;
Conference_Titel :
Nuclear Science Symposium, 1999. Conference Record. 1999 IEEE
Conference_Location :
Seattle, WA
Print_ISBN :
0-7803-5696-9
DOI :
10.1109/NSSMIC.1999.842767