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IPMI
2003
Springer
14 years 11 months ago
Feature Selection for Shape-Based Classification of Biological Objects
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...
Paul A. Yushkevich, Sarang C. Joshi, Stephen M. Pi...
IPMI
2003
Springer
14 years 11 months ago
Nonlinear Estimation and Modeling of fMRI Data Using Spatio-temporal Support Vector Regression
Yongmei Michelle Wang, Robert T. Schultz, R. Todd ...
IPMI
2003
Springer
14 years 11 months ago
Evaluation of 3D Correspondence Methods for Model Building
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. ...
Martin Styner, Kumar T. Rajamani, Lutz-Peter Nolte...
IPMI
2003
Springer
14 years 11 months ago
A View-Based Approach to Registration: Theory and Application to Vascular Image Registration
Charles V. Stewart, Chia-Ling Tsai, A. G. Amitha P...
IPMI
2003
Springer
14 years 11 months ago
Analysis of Event-Related fMRI Data Using Best Clustering Bases
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...
François G. Meyer, Jatuporn Chinrungrueng
IPMI
2003
Springer
14 years 11 months ago
Improving Appearance Model Matching Using Local Image Structure
I. M. Scott, Timothy F. Cootes, Christopher J. Tay...
IPMI
2003
Springer
14 years 11 months ago
Object-Based Strategy for Morphometry of the Cerebral Cortex
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...
Jean-Francois Mangin, Denis Rivière, Arnaud...
IPMI
2003
Springer
14 years 11 months ago
Fusion of Autoradiographies with an MR Volume Using 2-D and 3-D Linear Transformations
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...
Eric Bardinet, Grégoire Malandain
IPMI
2003
Springer
14 years 11 months ago
Expectation Maximization Strategies for Multi-atlas Multi-label Segmentation
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...
Torsten Rohlfing, Daniel B. Russakoff, Calvin R. M...
IPMI
2003
Springer
14 years 11 months ago
Meshfree Representation and Computation: Applications to Cardiac Motion Analysis
Abstract. For medical image analysis issues where the domain mappings between images involve large geometrical shape changes, such as the cases of nonrigid motion recovery and inte...
Huafeng Liu, Pengcheng Shi