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» Robust Estimation for Brain Tumor Segmentation
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MICCAI
2003
Springer
9 years 9 months ago
Robust Estimation for Brain Tumor Segmentation
Given models for healthy brains, tumor segmentation can be seen as a process of detecting abnormalities or outliers that are present with certain image intensity and geometric prop...
Marcel Prastawa, Elizabeth Bullitt, Sean Ho, Guido...
MICCAI
2010
Springer
8 years 6 months ago
A Generative Model for Brain Tumor Segmentation in Multi-Modal Images
Abstract. We introduce a generative probabilistic model for segmentation of tumors in multi-dimensional images. The model allows for different tumor boundaries in each channel, ref...
Bjoern H. Menze, Koenraad Van Leemput, Danial Lash...
EMMCVPR
2013
Springer
5 years 4 months ago
Rapid Mode Estimation for 3D Brain MRI Tumor Segmentation
Abstract. In this work we develop a method for the eļ¬ƒcient automated segmentation of brain tumors by developing a rapid initialization method. Brain tumor segmentation is crucial...
Haithem Boussaid, Iasonas Kokkinos, Nikos Paragios
ISBI
2008
IEEE
9 years 9 months ago
Vectorial multi-phase mouse brain tumor segmentation in T1-T2 MRI
An automated, level-set based, segmentation framework is proposed in this work for computation of tumoral volumes on mice brain bearing gliomal tumors. T1 and T2 weighted MRI imag...
Vincent Israel-Jost, E. Breton, Elsa D. Angelini, ...
ICCV
2007
IEEE
9 years 10 months ago
Lung Nodule Growth Analysis from 3D CT Data with a Coupled Segmentation and Registration Framework
In this paper we propose a new framework to simultaneously segment and register lung and tumor in serial CT data. Our method assumes nonrigid transformation on lung deformation an...
Yuanjie Zheng, Karl Steiner, Thomas Bauer, Jingyi ...
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