Heart deformation pattern analysis through shape modelling

Heart deformation pattern analysis through shape modelling

In this paper, we present an approach to the description of time-varying anatomical structures. The main goal is to compactly but faithfully describe the whole heart cycle in such a way to allow for deformation pattern characterization and assessment. Using such an encoding, a reference database can...

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Veröffentlicht in:Pattern recognition and image analysis 2009-06, Vol.19 (2), p.262-270
Hauptverfasser: Moroni, D., Colantonio, S., Salvetti, O., Salvetti, M.
Format: Artikel
Sprache:eng
Schlagworte:
Application Problems
Computer Science
Data mining
Heart
Image Processing and Computer Vision
Morphology
Pattern Recognition
Studies
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Beschreibung
Zusammenfassung:In this paper, we present an approach to the description of time-varying anatomical structures. The main goal is to compactly but faithfully describe the whole heart cycle in such a way to allow for deformation pattern characterization and assessment. Using such an encoding, a reference database can be built, thus permitting similarity searches or data mining procedures.
ISSN:1054-6618
1555-6212
DOI:10.1134/S1054661809020084