Descombes, Xavier and Plouraboué, Franck and El Boustani, Abdelhakim and Fonta, Caroline and Leduc, Géraldine and Serduc, Raphael and Weitkamp, Timm Brain Tumor Vascular Network Segmentation from Micro-Tomography. (2011) In: 2011 IEEE International Symposium on Biomedical Imaging , 30 March 2011 - 2 April 2011 (Chicago, United States).
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(Document in English)
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Official URL: http://dx.doi.org/10.1109/ISBI.2011.5872596
Abstract
Micro-tomography produces high resolution images of bio- logical structures such as vascular networks. In this paper, we present a new approach for segmenting vascular network into pathological and normal regions from considering their micro-vessel 3D structure only. We define and use a condi- tional random field for segmenting the output of a watershed algorithm. The tumoral and normal classes are thus character- ized by their respective distribution of watershed region size interpreted as local vascular territories.
| Item Type: | Conference or Workshop Item (Paper) |
|---|---|
| Additional Information: | This paper appears in: Biomedical Imaging: From Nano to Macro, 2011 IEEE International Symposium on Issue Date: 30 Mar - 2 Apr 2011 Location: Chicago, IL ISSN: 1945-7928 Print ISBN: 978-1-4244-4127-3 |
| HAL Id: | hal-04041532 |
| Audience (conference): | International conference proceedings |
| Uncontrolled Keywords: | |
| Institution: | French research institutions > Centre National de la Recherche Scientifique - CNRS (FRANCE) Other partners > European Synchrotron Radiation Facility - ESRF (FRANCE) Université de Toulouse > Institut National Polytechnique de Toulouse - Toulouse INP (FRANCE) French research institutions > Institut National de la Recherche en Informatique et en Automatique - INRIA (FRANCE) Université de Toulouse > Université Toulouse III - Paul Sabatier - UT3 (FRANCE) Other partners > Université Abdelmalek Essaadi (MOROCCO) |
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| Statistics: | download |
| Deposited On: | 05 Oct 2011 12:21 |
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