3D visualization of tomographic volume data using the generalized voxel model
The Visual Computer: International Journal of Computer Graphics
Neural networks and fuzzy systems: a dynamical systems approach to machine intelligence
Neural networks and fuzzy systems: a dynamical systems approach to machine intelligence
Medical Imaging and Computer Vision: An Integrated Approach for Diagnosis and Planning
Mustererkennung 1989, 11. DAGM-Symposium
Automated segmentation of brain MR images
Pattern Recognition
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The paper considers the computer-based support for the localization of pathological tissue within tomographic data. The subject of the approach is the inter-patient analysis of brain tissue types such as tumor, CSF, white matter, grey matter, bone, fat tissue and background. The class tumor hereby represents the superset of pathological tissue. The analysis pipeline of the presented approach contains feature extraction, classification, two-step texture analysis and morphological postprocessing. Furthermore the paper reports results that have been reached on the different steps of the pipeline.