195
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IPMI
2003
Springer
16 years 7 months ago
2003
Springer
Abstract. We present a Bayesian multimodality non-rigid image registration method. Since the likelihood is unknown in the general multimodality setting, we use a density estimator ...
183
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IPMI
2003
Springer
16 years 7 months ago
2003
Springer
Abstract. In this paper, feature selection methodology from the machine learning literature is applied to the problem of shape-based classification. This methodology discards stati...
165
Voted
IPMI
2003
Springer
16 years 7 months ago
2003
Springer
Abstract. The correspondence problem is of high relevance in the construction and use of statistical models. Statistical models are used for a variety of medical application, e.g. ...
191
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IPMI
2003
Springer
16 years 7 months ago
2003
Springer
We explore a new paradigm for the analysis of event-related functional magnetic resonance images (fMRI) of brain activity. We regard the fMRI data as a very large set of time serie...
157
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IPMI
2003
Springer
16 years 7 months ago
2003
Springer
Most of the approaches dedicated to automatic morphometry rely on a point-by-point strategy based on warping each brain towards a reference coordinate system. In this paper, we des...
164
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IPMI
2003
Springer
16 years 7 months ago
2003
Springer
The recent development of 3-D medical imaging devices has given access to the 3-D imaging of in vivo tissues, from an anatomical (MR, CT) or even functional point of view (fMRI, PE...
155
Voted
IPMI
2003
Springer
16 years 7 months ago
2003
Springer
It is well-known in the pattern recognition community that the accuracy of classifications obtained by combining decisions made by independent classifiers can be substantially high...