Abstract
Glaucoma is the leading cause of blindness worldwide. It is an eye disease characterized by progressive loss of retinal ganglion cell (RGC) axons. Biomechanical factors are believed to play a central role in the RGC loss, whereas the specific mechanism remains unknown. Our goal is to propose a methodology to build patient specific ocular models to characterize the effect of intraocular (IOP) and intracranial pressure (ICP) on the optic nerve head (ONH). Optical coherence tomography (OCT) images of the eyes of six patients were obtained and three-dimensional models of the ONH region were reconstructed. These were further embedded into a generic cornea-scleral shell to create complete eye models. We used finite element analysis to determine the effects of elevated levels of IOP with varying levels of ICP on the ONH biomechanical environment. Maximum principal and shear strains were computed and used for assessing ONH damage. Our results reveal cases with substantial shear strains in lamina cribrosa and indicate that the inter-individual geometric variations affect ONH biomechanics.
| Original language | English |
|---|---|
| Title of host publication | SIST 2021 - 2021 IEEE International Conference on Smart Information Systems and Technologies |
| Publisher | Institute of Electrical and Electronics Engineers Inc. |
| ISBN (Electronic) | 9781728174709 |
| DOIs | |
| Publication status | Published - Apr 28 2021 |
| Event | 2021 IEEE International Conference on Smart Information Systems and Technologies, SIST 2021 - Nur-Sultan, Kazakhstan Duration: Apr 28 2021 → Apr 30 2021 |
Publication series
| Name | SIST 2021 - 2021 IEEE International Conference on Smart Information Systems and Technologies |
|---|
Conference
| Conference | 2021 IEEE International Conference on Smart Information Systems and Technologies, SIST 2021 |
|---|---|
| Country/Territory | Kazakhstan |
| City | Nur-Sultan |
| Period | 4/28/21 → 4/30/21 |
Funding
Part of the work published in this paper was funded by internal grant for scientific and technical research of Astana IT University №57-21.
Keywords
- finite element model
- glaucoma
- image processing
- imaging
- OCT
ASJC Scopus subject areas
- Artificial Intelligence
- Computer Science Applications
- Computer Vision and Pattern Recognition
- Information Systems
- Information Systems and Management
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