DocumentCode :
256598
Title :
A robust approach for the detection of brain tumors by variational b-spline level-set method and brain extraction
Author :
Bara, Samir ; El Maia, Hasan ; Hammouch, Ahmed ; Aboutajdine, Driss
Author_Institution :
LRIT, Univ. of Mohammed V, Agdal, Morocco
fYear :
2014
fDate :
14-16 April 2014
Firstpage :
62
Lastpage :
68
Abstract :
Medical image segmentation, as an application of image segmentation, is to extract some anatomical structures from various medical image modalities. The idea is to isolate the contours of the tumor subsequently to characterize. After detecting the outline, we will have to set a margin inside and outside of the tumor. So we have a band around the tumor: a healthy part and a cancerous part. The context of our study is based particularly on the diagnosis of brain tumors.
Keywords :
biomedical MRI; brain; image segmentation; medical image processing; splines (mathematics); tumours; anatomical structure extraction; brain extraction; brain tumor detection; brain tumor diagnosis; medical image modality; medical image segmentation; variational b-spline level-set method; Biomedical imaging; Equations; Image segmentation; Magnetic resonance imaging; Motion segmentation; Tumors; B-Spline Level-Set; MRI images; brain tumors;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Multimedia Computing and Systems (ICMCS), 2014 International Conference on
Conference_Location :
Marrakech
Print_ISBN :
978-1-4799-3823-0
Type :
conf
DOI :
10.1109/ICMCS.2014.6911406
Filename :
6911406
Link To Document :
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