Event Abstract Back to Event Study of brain structures on MRI of Parkinson's Yazid CHERFA1* and Assia CHERFA1 1 Saad Dahlab University, LARIM Laboratory, Algeria Problem Statement: The aim of our work is to track the different kind of deformations, that has suffered the parkinsonian brain, at the level of brain tissues (WM, GM, CSF). At first, after a step of pretreatments, we segment the three matters of healthy and parkinsonian brains using the FCM algorithm, and then we will compare the results. Then we segment the ventricles by approach regions and we refine the result using deformable models. Approach: Pretreatment: Before segmentation, we must apply a pretreatment phase, including: • Noise filtering: is to filter the image to reduce noise in areas where it operates, but at the same time to avoid the smoothing of edges. The main goal pursued by the anisotropic diffusion Perona and Malik the result using deformable models. • Skull stretching: The brain is extracted by a robust method, using morphological operations. This eliminates the radiometric classes that do not interest us (the skin, air, bone, fat). Hough. Segmentation: After pretreatment, we segment the brain structures by using FCM algorithm, and we calculate surface of the segmented structures. A registration between healthy and Parkinsonian segmented brains allows comparing the surfaces of cerebral tissues. Results: The surfaces of the MB and MG a Parkinsonian brain are lower than those of a healthy brain. These results are satisfactory and confirm the interpretation of the physician, namely atrophy in the white matter and gray matter, which involves the deformation of the cerebrospinal fluid and internal structures. Conclusions/Recommendations: We have segmented the structures of a healthy brain, and those of a Parkinsonian brain, and we have compared them. Segmentation of brain tissue shows degeneration of white and gray matter. Our results are satisfactory and confirm the interpretation of the doctor. However, this must be confirmed by the study of MRIs of the same subject Parkinson, taken at different times. Keywords: MRI, segmentation, Spinal Cord, FCM, Parkinson Disease Conference: 4th Conference of the Mediterrarnean Neuroscience Society, Istanbul, Turkey, 30 Sep - 3 Oct, 2012. Presentation Type: Poster Presentation Topic: Abstracts Citation: CHERFA Y and CHERFA A (2013). Study of brain structures on MRI of Parkinson's. Conference Abstract: 4th Conference of the Mediterrarnean Neuroscience Society. doi: 10.3389/conf.fnhum.2013.210.00017 Copyright: The abstracts in this collection have not been subject to any Frontiers peer review or checks, and are not endorsed by Frontiers. They are made available through the Frontiers publishing platform as a service to conference organizers and presenters. The copyright in the individual abstracts is owned by the author of each abstract or his/her employer unless otherwise stated. Each abstract, as well as the collection of abstracts, are published under a Creative Commons CC-BY 4.0 (attribution) licence (https://creativecommons.org/licenses/by/4.0/) and may thus be reproduced, translated, adapted and be the subject of derivative works provided the authors and Frontiers are attributed. For Frontiers’ terms and conditions please see https://www.frontiersin.org/legal/terms-and-conditions. Received: 04 Apr 2013; Published Online: 11 Apr 2013. * Correspondence: Prof. Yazid CHERFA, Saad Dahlab University, LARIM Laboratory, BLIDA, Algeria, cherfa_yazid@yahoo.fr Login Required This action requires you to be registered with Frontiers and logged in. To register or login click here. Abstract Info Abstract The Authors in Frontiers Yazid CHERFA Assia CHERFA Google Yazid CHERFA Assia CHERFA Google Scholar Yazid CHERFA Assia CHERFA PubMed Yazid CHERFA Assia CHERFA Related Article in Frontiers Google Scholar PubMed Abstract Close Back to top Javascript is disabled. Please enable Javascript in your browser settings in order to see all the content on this page.
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