544 search results - page 1 / 109 » Improve brain registration using machine learning methods |
ISBI
2006
IEEE
13 years 11 months ago
2006
IEEE
A machine learning method is introduced here to improve the accuracy of brain registration. Generally, different brain regions might need different types or sets of features for r...
MICCAI
2005
Springer
13 years 10 months ago
2005
Springer
Abstract. This paper presents a learning method to select best geometric features for deformable brain registration. Best geometric features are selected for each brain location, a...
MIAR
2006
IEEE
13 years 11 months ago
2006
IEEE
This paper presents a general learning framework for non-rigid registration of MR brain images. Given a set of training MR brain images, three major types of information are partic...
CVPR
2005
IEEE
14 years 6 months ago
2005
IEEE
Functional Magnetic Resonance Imaging (fMRI) has enabled scientists to look into the active human brain. FMRI provides a sequence of 3D brain images with intensities representing ...
IPMI
2007
Springer
14 years 5 months ago
2007
Springer
Volumetric registration of brains is required for inter-subject studies of functional and anatomical data. Intensity-driven registration typically results in some degree of misalig...