Scale and the differential structure of images
Image and Vision Computing - Special issue: information processing in medical imaging 1991
Muliscale Vessel Enhancement Filtering
MICCAI '98 Proceedings of the First International Conference on Medical Image Computing and Computer-Assisted Intervention
Multi-level classification of emphysema in HRCT lung images
Pattern Analysis & Applications
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We address the difficult problem of segmenting the inflamed synovial tissue in multi-modal 3D MR sequences of the wrist. The complex morphology of the structures to segment, the dimensionality of the images, and the multiple modalities all contributes to the difficulty of the problem. We propose a solution based on a voxel classifier built on relatively few features selected from a large pool computed from all available modalities. The method appears to behave well and matches the performance of human experts. Furthermore, it is a general segmentation scheme which can be easily adapted to other clinical problems.