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MICCAI
2010
Springer
10 years 9 months ago
Multi-Class Sparse Bayesian Regression for Neuroimaging Data Analysis
The use of machine learning tools is gaining popularity in neuroimaging, as it provides a sensitive assessment of the information conveyed by brain images. In particular, finding ...
Vincent Michel, Evelyn Eger, Christine Keribin, Be...
MICCAI
2010
Springer
10 years 9 months ago
Appearance Normalization of Histology Slides
Abstract. This paper presents a method for automatic color and intensity normalization of digitized histology slides stained with two different agents. In comparison to previous a...
Marc Niethammer, David Borland, J. S. Marron, John...
MICCAI
2010
Springer
10 years 9 months ago
Atlas-Based Reduced Models of Blood Flows for Fast Patient-Specific Simulations
Kristin McLeod, Alfonso Caiazzo, Miguel A. Fern&aa...
MICCAI
2010
Springer
10 years 9 months ago
Automatic Detection and Segmentation of Axillary Lymph Nodes
Lymph node detection and measurement is a difficult and important part of cancer treatment. In this paper we present a robust and effective learning-based method for the automatic...
Adrian Barbu, Michael Sühling, Xun Xu, David ...
MICCAI
2010
Springer
10 years 9 months ago
Cardiac Motion Estimation Using a ProActive Deformable Model: Evaluation and Sensitivity Analysis
To regularize cardiac motion recovery from medical images, electromechanical models are increasingly popular for providing a priori physiological motion information. Although these...
Ken C. L. Wong, Florence Billet, Tommaso Mansi, Ra...
MICCAI
2010
Springer
10 years 9 months ago
Spatial Decision Forests for MS Lesion Segmentation in Multi-Channel MR Images
Abstract. A new algorithm is presented for the automatic segmentation of Multiple Sclerosis (MS) lesions in 3D MR images. It builds on the discriminative random decision forest fra...
Ezequiel Geremia, Bjoern H. Menze, Olivier Clatz, ...
MICCAI
2010
Springer
11 years 3 months ago
Motion Compensated SLAM for Image Guided Surgery
The effectiveness and clinical benefits of image guided surgery are well established for procedures where there is manageable tissue motion. In minimally invasive cardiac, gastro...
Peter Mountney and Guang-Zhong Yang
MICCAI
2010
Springer
11 years 4 months ago
  A Fully Automated Approach to Segmentation of Irregularly Shaped Cellular Structures in EM Images
While there has been substantial progress in segmenting natural im- ages, state-of-the-art methods that perform well in such tasks unfortunately tend to underperform ...
A. Lucchi, K. Smith, R. Achanta, V. Lepetit, P. Fu...
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