83 search results - page 1 / 17 » Image-Driven Population Analysis Through Mixture Modeling |
114
Voted
ISBI
2009
IEEE
15 years 5 months ago
2009
IEEE
—We present iCluster, a fast and efficient algorithm that clusters a set of images while co-registering them using a parameterized, nonlinear transformation model. The output of...
80
Voted
NIPS
2001
15 years 8 days ago
2001
Probabilistic mixture models are used for a broad range of data analysis tasks such as clustering, classification, predictive modeling, etc. Due to their inherent probabilistic na...
78
Voted
MICCAI
2008
Springer
16 years 1 days ago
2008
Springer
Abstract. We present iCluster, a fast and efficient algorithm that clusters a set of images while co-registering them using a parameterized, nonlinear transformation model. The out...
100
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BMCBI
2007
14 years 11 months ago
2007
Background: Affymetrix SNP arrays can interrogate thousands of SNPs at the same time. This allows us to look at the genomic content of cancer cells and to investigate the underlyi...
ICASSP
2011
IEEE
14 years 2 months ago
2011
IEEE
Our goal is to model anatomical variability across individuals, which presents substantial challenges in clinical population studies and in building atlases for segmentation. Base...