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MICCAI
2006
Springer
16 years 7 months ago
Detection of Electrophysiology Catheters in Noisy Fluoroscopy Images
Cardiac catheter ablation is a minimally invasive medical procedure to treat patients with heart rhythm disorders. It is useful to know the positions of the catheters and electrode...
Erik Franken, Peter Rongen, Markus van Almsick, Ba...
MICCAI
2004
Springer
16 years 7 months ago
Topology Smoothing for Segmentation and Surface Reconstruction
Abstract. We propose a new method for removing topological defects in surfaces and volumes segmented from medical images. Unlike current topology correction approaches, we define a...
Pierre-Louis Bazin, Dzung L. Pham
ICML
2007
IEEE
16 years 7 months ago
Dimensionality reduction and generalization
In this paper we investigate the regularization property of Kernel Principal Component Analysis (KPCA), by studying its application as a preprocessing step to supervised learning ...
Sofia Mosci, Lorenzo Rosasco, Alessandro Verri
ICML
2001
IEEE
16 years 7 months ago
Round Robin Rule Learning
In this paper, we discuss a technique for handling multi-class problems with binary classifiers, namely to learn one classifier for each pair of classes. Although this idea is kno...
Johannes Fürnkranz
SIGSOFT
2003
ACM
16 years 7 months ago
Context-sensitive slicing of concurrent programs
Program slicing is a technique to identify statements that may influence the computations at other statements. Precise slicing has been shown to be undecidable for concurrent prog...
Jens Krinke