DocumentCode :
2374707
Title :
A method for morphological characterization of dural ectasia in marfan syndrome
Author :
Iacono, Maria I. ; Passera, Katia ; Magrassi, Lorenzo ; Dore, Roberto ; Lago, Paolo ; Arbustini, Eloisa ; Mainardi, Luca T.
Author_Institution :
Biomed. Eng. Dept., Politec. di Milano, Milano, Italy
fYear :
2009
fDate :
3-6 Sept. 2009
Firstpage :
5764
Lastpage :
5767
Abstract :
In this paper we reported a novel method to detect and quantify dural ectasia in Marfan syndrome. Firstly, the dural sacs of 8 Marfan patients were segmented by applying an unsupervised Fuzzy C-Means method on T2-weighed magnetic resonance images. Then, for each patient a tubular model of the dural sac was extracted by detecting and removing the existent pathological extrusions. The segmented images together with the resulting tube were then rendered using a marching cubes algorithm. The proposed algorithm represents a first attempt to quantify and to morphologically characterize the pathological ectasia that usually accompanies the Marfan disorder. The generated 3D reconstruction and the opportunity to overlap them with a physiological model provides the clinician with a tool for a panoramic view of the structures and a means for a more accurate inspection of ectasia. In addition the extracted parameters furnish quantitative and reproducible measures that could be useful as discriminative indexes for an automatic and more objective diagnosis.
Keywords :
biomedical MRI; fuzzy logic; image segmentation; medical image processing; MR image segmentation; Marfan syndrome; T2 weighed magnetic resonance images; automatic objective diagnosis; dural ectasia morphological characterisation; dural sac tubular model; marching cubes algorithm; unsupervised fuzzy c-means method; Algorithms; Dilatation, Pathologic; Dura Mater; Humans; Image Enhancement; Image Interpretation, Computer-Assisted; Magnetic Resonance Imaging; Marfan Syndrome; Pattern Recognition, Automated; Reproducibility of Results; Sensitivity and Specificity;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Engineering in Medicine and Biology Society, 2009. EMBC 2009. Annual International Conference of the IEEE
Conference_Location :
Minneapolis, MN
ISSN :
1557-170X
Print_ISBN :
978-1-4244-3296-7
Electronic_ISBN :
1557-170X
Type :
conf
DOI :
10.1109/IEMBS.2009.5332525
Filename :
5332525
Link To Document :
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