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163
Voted
MICCAI
2008
Springer
16 years 4 months ago
2008
Springer
We propose a new framework for multi-object segmentation of deep brain structures, which have significant shape variations and relatively small sizes in medical brain images. In th...
117
Voted
MICCAI
2007
Springer
16 years 4 months ago
2007
Springer
We present an iterative bootstrapping framework to create and analyze statistical atlases of bony anatomy such as the human pelvis from a large collection of CT data sets. We creat...
137
Voted
MICCAI
2003
Springer
16 years 4 months ago
2003
Springer
Mechanical models for soft human organs are necessary for a variety of medical applications, such as surgical planning, virtual reality surgery simulators, and for diagnostic purpo...
123
Voted
MICCAI
2004
Springer
16 years 4 months ago
2004
Springer
This paper introduces a new similarity measure designed to bring a population of segmented subjects into alignment in a common coordinate system. Our metric aligns each subject wit...
122
Voted
ICML
2006
IEEE
16 years 4 months ago
2006
IEEE
Support Vector Machines (SVMs) suffer from an O(n2 ) training cost, where n denotes the number of training instances. In this paper, we propose an algorithm to select boundary ins...