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
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