Article
ShapePheno: unsupervised extraction of shape phenotypes from biological image collections.
Bioinformatics (Oxford, England) - 1 Apr 2012
Karaletsos Theofanis, Stegle Oliver, Dreyer Christine, Winn John, Borgwardt Karsten M
Abstract excerpt
MOTIVATION: Accurate large-scale phenotyping has recently gained considerable importance in biology. For example, in genome-wide association studies technological advances have rendered genotyping cheap, leaving phenotype acquisition as the major bottleneck. Automatic image analysis is one major strategy to phenotype individuals in large numbers. Current approaches for visual phenotyping focus predominantly on...
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