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Proceedings Paper

Level set algorithms comparison for multi-slice CT left ventricle segmentation
Author(s): Ruben Medina; Alexandra La Cruz; Andrés Ordoñes; Daniel Pesántez; Villie Morocho; Pablo Vanegas
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Paper Abstract

The comparison of several Level Set algorithms is performed with respect to 2D left ventricle segmentation in Multi-Slice CT images. Five algorithms are compared by calculating the Dice coefficient between the resulting segmentation contour and a reference contour traced by a cardiologist. The algorithms are also tested on images contaminated with Gaussian noise for several values of PSNR. Additionally an algorithm for providing the initialization shape is proposed. This algorithm is based on a combination of mathematical morphology tools with watershed and region growing algorithms. Results on the set of test images are promising and suggest the extension to 3{D MSCT database segmentation.

Paper Details

Date Published: 22 December 2015
PDF: 12 pages
Proc. SPIE 9681, 11th International Symposium on Medical Information Processing and Analysis, 96810O (22 December 2015); doi: 10.1117/12.2211180
Show Author Affiliations
Ruben Medina, Univ. de Cuenca (Ecuador)
Alexandra La Cruz, Univ. de Cuenca (Ecuador)
Andrés Ordoñes, Univ. de Cuenca (Ecuador)
Daniel Pesántez, Univ. de Cuenca (Ecuador)
Villie Morocho, Univ. de Cuenca (Ecuador)
Pablo Vanegas, Univ. de Cuenca (Ecuador)


Published in SPIE Proceedings Vol. 9681:
11th International Symposium on Medical Information Processing and Analysis
Eduardo Romero; Natasha Lepore; Juan D. García-Arteaga; Jorge Brieva, Editor(s)

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