23 search results - page 4 / 5 » A Generative Model for Brain Tumor Segmentation in Multi-Mod... |
TMI
2010
12 years 11 months ago
2010
We propose a nonparametric, probabilistic model for the automatic segmentation of medical images, given a training set of images and corresponding label maps. The resulting inferen...
TMI
2002
13 years 4 months ago
2002
Active model-based segmentation has frequently been used in medical image processing with considerable success. Although the active model-based method was initially viewed as an op...
MICCAI
2009
Springer
14 years 2 months ago
2009
Springer
Modeling and analysis of MR images of the early developing human brain is a challenge because of the transient nature of different tissue classes during brain growth. To address th...
MICCAI
2003
Springer
14 years 5 months ago
2003
Springer
Abstract. This paper evaluates strategies to combine multiple segmentations of the same image, generated for example by different segmentation methods or by different human experts...
MICCAI
2004
Springer
14 years 5 months ago
2004
Springer
This paper presents a novel segmentation approach featuring shape constraints of multiple structures. A framework is developed combining statistical shape modeling with a maximum a...