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CIARP
2004
Springer

Adaboost to Classify Plaque Appearance in IVUS Images

13 years 9 months ago
Adaboost to Classify Plaque Appearance in IVUS Images
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 characterize different kind of vessel plaques. In this article, we make exhaustive comparison between different feature spaces to optimally describe plaque appearance and show that applying advanced classification techniques based on multiple classifiers (adaboost) significantly improves the final results. The validation tests on different kind of plaques are very encouraging.
Oriol Pujol, Petia Radeva, Jordi Vitrià, Jo
Added 01 Jul 2010
Updated 01 Jul 2010
Type Conference
Year 2004
Where CIARP
Authors Oriol Pujol, Petia Radeva, Jordi Vitrià, Josepa Mauri
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