Segmentation of magnetic resonance imaging (MRI) data entails assigning tissue class labels to voxels. The primary source of segmentation error is the partial volume effect (PVE) which occurs most often with low resolution imaging - With large voxels, the probability of a voxel containing multiple tissue classes increases. Although the PVE problem has not been solved, the first stage entails correctly identifying PVE voxels. We employ rough sets to identify them automatically. © Springer-Verlag Berlin Heidelberg 2005.
CITATION STYLE
Widz, S., Revett, K., & Ślȩzak, D. (2005). A rough set-based magnetic resonance imaging partial volume detection system. In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (Vol. 3776 LNCS, pp. 756–761). https://doi.org/10.1007/11590316_122
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