UnivIS
Information system of Friedrich-Alexander-University Erlangen-Nuremberg © Config eG 
FAU Logo
  Collection/class schedule    module collection Home  |  Legal Matters  |  Contact  |  Help    
search:      semester:   
 
 Layout
 
printable version

 
 
 Also in UnivIS
 
course list

lecture directory

 
 
events calendar

job offers

furniture and equipment offers

 
 
Quantitative Evaluation of the Visual System in Glaucoma Patients

Millions of people in the world suffer from glaucoma, the second leading cause of vision loss in the world. Fewer than 50% of people with glaucoma are aware of their disease. The blindness caused by glaucoma is irreversible. Therefore, improved methods of screening and therapy for glaucoma are urgently needed.

Different imaging modalities exist for acquiring images of the eye. Most of these modalities focus on imaging the retina, but the human visual system does not only consist of the eye but it is extended into the brain through the optic nerve till the visual cortex.

In this highly interdisciplinary project, we aim to analyze the human visual system using diffusion tensor imaging in order to investigate the correlation between the optic radiation changes and the glaucomatous signs of the optic nerve.

Identification of the Optic Radiation: Diffusion tensor imaging (DTI) is used to monitor the extension of the visual system inside the brain. DTI is based on diffusion weighted magnetic resonance imaging. The DTI modality is the only modality that allows tracking the nerve fibers in the brain non-invasively. Identification of the optic radiation in diffusion tensor images is rather a challenging task due to the uncertainty in DTI-data due to its probabilistic nature and dealing with tensor valued images. Furthermore, obtaining anatomically meaningful results requires a close collaboration with medical experts to guide and evaluate the identification process, which is provided by the cooperation with the neuroradiology and the ophthalmology departments. A segmentation algorithm for the optic radiation is currently being developed that accounts for the probabilistic nature of DTI-data. The following step will be to evaluate the segmentation and to analyze the segmented optic radiation and study its correlation with Galucoma.

Analysis of the Optic Radiation: In this part of the project the diffusion tensor imaging is investigated as an analysis tool of galucoma. The diffusion tensor derived parameters within the optic radiation are examined and their ability in differentiating between normal and glaucoma subjects is investigated. The approaches used for this purpose are global analysis of the optic radiation and voxel-based analysis of the optic radiation.

Project manager:
Prof. Dr. med. Arnd Dörfler, Prof. Dr. med. Georg Michelson, Prof. Dr.-Ing. Joachim Hornegger

Project participants:
Prof. Dr. med. Tobias Engelhorn, Dr. med. Simone Wärntges, Prof. Dr.-Ing. Ahmed El-Rafei

Keywords:
Glaucoma; Diffusion Tensor Imaging; Segmentation; Visual Pathway

Duration: 1.8.2008 - 29.2.2012

Sponsored by:
Deutscher Akademischer Austauschdienst

Contact:
El-Rafei, Ahmed
Phone +49 9131 85 27826, Fax +49 9131 85 27270, E-Mail: ahmed.el-rafei@fau.de
Publications
El-Rafei, Ahmed: Automated Segmentation of the Optic Radiation Using Diffusion Tensor Imaging in Glaucoma Patients.Talk: The Association for Research in Vision and Ophthalmology, Inc. (ARVO) (Annual Meeting), Fort Lauderdale, Florida, USA, 03.05..2009
El-Rafei, Ahmed ; Hornegger, Joachim ; Engelhorn, Tobias ; Dörfler, Arnd ; Wärntges, Simone ; Michelson, Georg: Automatic Segmentation of the Optic Radiation using DTI in Glaucoma Patients. In: Tavares, João Manuel R.S. ; Jorge, R.M. Natal (Ed.) : Computational Vision and Medical Image Processing - VipIMAGE 2009 (International Conference VipIMAGE 2009 - II ECCOMAS THEMATIC CONFERENCE ON COMPUTATIONAL VISION AND MEDICAL IMAGE PROCESSING Porto, Portugal 14-16.10.2009). Portugal : Taylor and Francis, 2009, pp 293-298. - ISBN 978-0-415-57041-1
El-Rafei, Ahmed ; Engelhorn, Tobias ; Wärntges, Simone ; Dörfler, Arnd ; Hornegger, Joachim ; Michelson, Georg: Automatic Segmentation of the Optic Radiation Using DTI in Healthy Subjects and Patients with Glaucoma. In: Computational Vision and Medical Image Processing - Recent Trends. Series: Computational Methods in Applied Sciences 19 (2011), pp 1-15
El-Rafei, Ahmed ; Engelhorn, Tobias ; Wärntges, Simone ; Dörfler, Arnd ; Hornegger, Joachim ; Michelson, Georg: Glaucoma Classification Based on Histogram Analysis of Diffusion Tensor Imaging Measures in the Optic Radiation. In: Pedro Real ; Daniel Diaz-Pernil ; Helena Molina-Abril ; Ainhoa Berciano ; Walter Kropatsch (Ed.) : Lecture Notes in Computer Science (Computer Analysis of Images and Patterns Seville, Spain 29-31.08.2011). Vol. 6854. Berlin/Heidelberg : Springer, 2011, pp 529-536. - ISBN 978-3-642-23671-6
[doi>10.1007/978-3-642-23672-3_64]
El-Rafei, Ahmed ; Engelhorn, Tobias ; Wärntges, Simone ; Dörfler, Arnd ; Hornegger, Joachim ; Michelson, Georg: A framework for voxel-based morphometric analysis of the optic radiation using diffusion tensor imaging in glaucoma. In: Magnetic resonance imaging 29/2011 (2011), No. 8, pp 1076-1087
[doi>10.1016/j.mri.2011.02.034]

Institution: Chair of Computer Science 5 (Pattern Recognition)
UnivIS is a product of Config eG, Buckenhof