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Distance preserving model order reduction of graph-Laplacians and cluster analysis
In particular, it allows to ensure that target subset clustering is consistent with the spectral clustering of the full data set if one would perform such.
Automated polyp detection in colon capsule endoscopy
The algorithm acts as a binary classifier, which labels the frame as either containing polyps or not, based on the geometrical analysis and the texture content of the frame.
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