47 search results - page 3 / 10 » Use of Prior Knowledge in a Non-Gaussian Method for Learning... |
ASPDAC
2007
ACM
13 years 9 months ago
2007
ACM
Abstract-- This paper describes the stochastic model order reduction algorithm via stochastic Hermite Polynomials from the practical implementation perspective. Comparing with exis...
ICML
2009
IEEE
14 years 6 months ago
2009
IEEE
Users of topic modeling methods often have knowledge about the composition of words that should have high or low probability in various topics. We incorporate such domain knowledg...
IPMI
2009
Springer
13 years 10 months ago
2009
Springer
Abstract. In this paper we propose a novel approach to define task-driven regularization constraints in deformable image registration using learned deformation priors. Our method ...
MICCAI
2008
Springer
14 years 7 months ago
2008
Springer
Abstract. This paper addresses the problem of automatically segmenting bone structures in low resolution clinical MRI datasets. The novel aspect of the proposed method is the combi...
CVPR
2010
IEEE
13 years 9 months ago
2010
IEEE
Lymph nodes have high clinical relevance but detection is challenging as they are hard to see due to low contrast and irregular shape. In this paper, a method for fully automatic ...