DocumentCode
2477056
Title
Pelvic Organs Dynamic Feature Analysis for MRI Sequence Discrimination
Author
Rahim, Mehdi ; Bellemare, Marc-Emmanuel ; Bulot, Rémy ; Pirró, Nicolas
Author_Institution
Lab. des Sci. de l´´Inf. et des Syst., Domaine Univ. de St.-Jerome, Marseille, France
fYear
2010
fDate
23-26 Aug. 2010
Firstpage
2496
Lastpage
2499
Abstract
Dynamic magnetic resonance imaging MRI acquisitions are used in the clinical assessment of the pelvic organs behaviour during an abdominal strain. The main organs (bladder, uterus-vagina, rectum) undergo deformations and intrinsic movements along a sequence. Anatomical references and measurements are generally used by clinicians to evaluate pathology grades. In this context, we have established quantitative elements, which consist of deformation and movement features, for the pelvic dynamic characterization, by using shape descriptors computed from organ contours. Moreover, the deformation and movement features relevance has been assessed towards an efficient sequence discrimination and pathology detection.
Keywords
biomedical MRI; feature extraction; image sequences; medical image processing; MRI sequence discrimination; abdominal strain; anatomical references; bladder; clinical assessment; dynamic magnetic resonance imaging MRI acquisitions; pathology detection; pelvic organs behaviour; pelvic organs dynamic feature analysis; rectum; sequence discrimination; uterus-vagina; Accuracy; Bladder; Feature extraction; Magnetic resonance imaging; Pathology; Shape; Support vector machines;
fLanguage
English
Publisher
ieee
Conference_Titel
Pattern Recognition (ICPR), 2010 20th International Conference on
Conference_Location
Istanbul
ISSN
1051-4651
Print_ISBN
978-1-4244-7542-1
Type
conf
DOI
10.1109/ICPR.2010.611
Filename
5595770
Link To Document