67 search results - page 7 / 14 » Robust Segmentation of Brain Structures in MRI |
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MICCAI
2002
Springer
15 years 10 months ago
2002
Springer
A framework is proposed for the segmentation of brain tumors from MRI. Instead of training on pathology, the proposed method trains exclusively on healthy tissue. The algorithm att...
IPMI
2001
Springer
15 years 10 months ago
2001
Springer
A mixture model clustering algorithm is presented for robust MRI brain image segmentation in the presence of partial volume averaging. The method uses additional classes to represe...
MICCAI
2009
Springer
15 years 10 months ago
2009
Springer
Segmentation of medical images is commonly formulated as a supervised learning problem, where manually labeled training data are summarized using a parametric atlas. Summarizing th...
MICCAI
2005
Springer
15 years 10 months ago
2005
Springer
Abstract. We present an automated approach to the problem of connectivity-based partitioning of brain structures using diffusion imaging. White-matter fibres connect different area...
MICCAI
2009
Springer
15 years 6 months ago
2009
Springer
Abstract. Graph Cuts have been shown as a powerful interactive segmentation technique in several medical domains. We propose to automate the Graph Cuts in order to automatically se...