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MICCAI
2005
Springer
15 years 15 days 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
MICCAI
2005
Springer
15 years 15 days ago
Fast and Simple Calculus on Tensors in the Log-Euclidean Framework
Computations on tensors have become common with the use of DT-MRI. But the classical Euclidean framework has many defects, and affine-invariant Riemannian metrics have been propose...
Vincent Arsigny, Pierre Fillard, Xavier Pennec, Ni...
MICCAI
2005
Springer
15 years 15 days ago
Adaptive Subdivision for Hierarchical Non-rigid Registration of Multi-modal Images Using Mutual Information
In this paper we present an enhanced method for non-rigid registration of volumetric multi-modal images using Mutual Information (MI). Based on a hierarchical subdivision scheme, t...
Adrian Andronache, Philippe C. Cattin, Gábo...
MICCAI
2005
Springer
15 years 15 days ago
Hybrid Segmentation Framework for Tissue Images Containing Gene Expression Data
Associating speci c gene activity with speci c functional locations in the brain anatomy results in a greater understanding of the role of the gene's products. To perform such...
Musodiq Bello, Tao Ju, Joe D. Warren, James Carson...
MICCAI
2005
Springer
15 years 15 days ago
Topology Correction Using Fast Marching Methods and Its Application to Brain Segmentation
We present here a new method for correcting the topology of objects segmented from medical images. Whereas previous techniques alter a surface obtained from the hard segmentation o...
Pierre-Louis Bazin, Dzung L. Pham
MICCAI
2005
Springer
15 years 15 days ago
Interpolation Artefacts in Non-rigid Registration
Voxel based non-rigid registration of images involves finding a similarity maximising transformation that deforms a source image to the coordinate system of a target image. In orde...
Paul Aljabar, Joseph V. Hajnal, Richard G. Boyes, ...
MICCAI
2004
Springer
15 years 15 days ago
Cervical Cancer Detection Using SVM Based Feature Screening
We present a novel feature screening algorithm by deriving relevance measures from the decision boundary of Support Vector Machines. It alleviates the "independence" assu...
Jiayong Zhang, Yanxi Liu
MICCAI
2004
Springer
15 years 15 days ago
A Tactile Magnification Instrument for Minimally Invasive Surgery
The MicroTactus is a family of instruments that we have designed to detect signals arising from the interaction of a tip with soft or hard objects and to magnify them for haptic an...
Hsin-Yun Yao, Vincent Hayward, Randy E. Ellis