Deformable Registration of Glioma Images Using EM Algorithm and Diffusion Reaction Modeling
Deformable Registration of Glioma Images Using EM Algorithm and Diffusion Reaction Modeling
This paper investigates the problem of atlas registration of brain images with gliomas. Multiparametric imaging modalities (T1, T1-CE, T2, and FLAIR) are first utilized for segmentations of different tissues, and to compute the posterior probability map (PBM) of membership to each tissue class, using supervised learning. Similar maps are generated …