PUMA
Istituto di Scienza e Tecnologie dell'Informazione     
Moroni D., Perner P., Salvetti O. A general approach to shape characterization for biomedical problems. In: Industrial Conference on Data Mining ICDM. Workshop on Mass-Data Analysis of Images and Signals, MDA 2006 (Leipzig, Germany, July 13, 2006). Proceedings, vol. IBaI CD-Report ISSN 1617-2671 pp. 56 - 65. Petra Perner (ed.). IBaI, 2006.
 
 
Abstract
(English)
In this paper, we present a general approach to shape characterization and deformation analysis of 2D/3D deformable visual objects. In particular, we define a reference dynamic model, encoding morphological and functional properties of an objects class, capable to analyze different scenarios in heart left ventricle analysis. The proposed approach is suitable for generalization to the analysis of periodically deforming anatomical structures, where it could provide useful support in medical diagnosis. Preliminary results in heart left ventricle analysis are discussed.
URL: http://www.data-mining-forum.de/document/WorkshopProceedings_ICDM2006.pdf
Subject Segmentation
Shape modeling
Cardiac Imaging
I.4.6 Segmentation
I.4.8 Scene Analysis
J.3 Life and Medical Sciences


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