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MICCAI
2006
Springer
16 years 7 months ago
Towards Optimization of Probe Placement for Radio-Frequency Ablation
We present a model for the optimal placement of mono- and bipolar probes in radio-frequency (RF) ablation. The model is based on a numerical computation of the probe's electri...
Inga Altrogge, Tim Kröger, Tobias Preusser, C...
MICCAI
2004
Springer
16 years 7 months ago
Border Detection on Short Axis Echocardiographic Views Using a Region Based Ellipse-Driven Framework
In this paper, we propose a robust technique that integrates spatial and temporal information for consistent recovery of the endocardium. To account for the low image quality we in...
Maxime Taron, Nikos Paragios, Marie-Pierre Jolly
MICCAI
2005
Springer
16 years 7 months ago
Cross Entropy: A New Solver for Markov Random Field Modeling and Applications to Medical Image Segmentation
This paper introduces a novel solver, namely cross entropy (CE), into the MRF theory for medical image segmentation. The solver, which is based on the theory of rare event simulati...
Jue Wu, Albert C. S. Chung
ICML
2007
IEEE
16 years 7 months ago
Simple, robust, scalable semi-supervised learning via expectation regularization
Although semi-supervised learning has been an active area of research, its use in deployed applications is still relatively rare because the methods are often difficult to impleme...
Gideon S. Mann, Andrew McCallum
ISBI
2004
IEEE
16 years 7 months ago
Multi-Modal Non-Rigid Registration Using a Stochastic Gradient Approximation
We present a new fast implementation of a non-rigid registration algorithm, based on a finite element elastic deformation model using the mutual information metric with a linear e...
Aloys du Bois d'Aische, Benoît Macq, Florian...