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Intravascular Ultrasound images represent a unique tool to analyze the morphological vessel structures and make decisions about plaque presence. Texture analysis is a robust way to detect and charac- terize different kind of vessel plaques. In this article, we make exhaus- tive comparison between different feature spaces to optimally describe plaque appearance and show that applying advanced classification tech- niques based on multiple classifiers (adaboost) significantly improves the final results. The validation tests on different kind of plaques are very encouraging.

Adaboost to Classify Plaque Appearance in IVUS Images