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» Model-Based Brain and Tumor Segmentation
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ICIP
2003
IEEE
14 years 9 months ago
Atlas-based segmentation of pathological brain MR images
We propose a method for brain atlas deformation in presence of large space-occupying tumors, based on an a priori model of lesion growth that assumes radial expansion of the lesio...
Meritxell Bach Cuadra, Claudio Pollo, Anton Barder...
MICCAI
2002
Springer
14 years 8 months ago
Model Library for Deformable Model-Based Segmentation of 3-D Brain MR-Images
Juha Koikkalainen, Jyrki Lötjönen
MICCAI
2004
Springer
14 years 8 months ago
Non-rigid Atlas to Subject Registration with Pathologies for Conformal Brain Radiotherapy
Warping a digital atlas toward a patient image allows the simultaneous segmentation of several structures. This may be of great interest for cerebral images, since the brain contai...
Radu Stefanescu, Olivier Commowick, Grégoir...
MICCAI
2008
Springer
14 years 8 months ago
Kinetic Modeling Based Probabilistic Segmentation for Molecular Images
Abstract. We propose a semi-supervised, kinetic modeling based segmentation technique for molecular imaging applications. It is an iterative, self-learning algorithm based on uncer...
Ahmed Saad, Benjamin Smith 0002, Ghassan Hamarneh,...
ITCC
2005
IEEE
14 years 1 months ago
Mining Biomedical Images with Density-Based Clustering
Density-based clustering algorithms have recently gained popularity in the data mining field due to their ability to discover arbitrary shaped clusters while preserving spatial pr...
M. Emre Celebi, Y. Alp Aslandogan, Paul R. Bergstr...