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publicationDate 2011-03-31-04:00^^<http://www.w3.org/2001/XMLSchema#date>
publicationNumber US-2011075920-A1
titleOfInvention Multi-Level Contextual Learning of Data
abstract Described herein is a framework for automatically classifying a structure in digital image data are described herein. In one implementation, a first set of features is extracted from digital image data, and used to learn a discriminative model. The discriminative model may be associated with at least one conditional probability of a class label given an image data observation Based on the conditional probability, at least one likelihood measure of the structure co-occurring with another structure in the same sub-volume of the digital image data is determined. A second set of features may then be extracted from the likelihood measure.
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