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ARTORG Center for Biomedical Engineering Research

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Research

 Current Research Topics


Computer assisted retinal laser photocoagulation Laser photocoagulation of the retina has become an established and important treatment modality for diabetic retinopathy, age-related maculopathy, neovascular complications after vascular occlusion, and a variety of other eye pathologies. Some of these diseases have an enormous social and economic impact. Current setups to deliver laser photocoagulation typically consist of a slit lamp equipped with a laser unit, where the ophthalmologist aims the laser beam manually. Computer assistance offers the potential for improvements for such a setup with respect to accuracy, individualized spot patterns, execution time, safety, and therefore treatment efficiency. The general goal of this project is to develop an integrated computer assisted retinal laser photocoagulation system. The videos example-1 and example-2 demonstrate the real time co-registration algorithm that is used in the frame of this project. The algorithm computes the co-registration between the planning modality (the fundus mosaic shown in the background) and the live video stream originating from the laser delivery device. A Scanning Digital Ophthalmoscope (SDO) has been used in this case as a delivery device.

 
Computer assisted proton beam radiotherapy and radioactive plaque therapy for intraocular tumors A challenging topic in ophthalmology is the treatment of intraocular tumors by irradiation. Melanoma of the choroid and ciliary body, such as the posterior uveal melanoma, are the most common primary intraocular malignant tumors of the eye, and they are life-threatening if left untreated. Proton beam irradiation is an established treatment modality for intraocular tumors. In order to deliver the necessary radiation dose to the tumor tissue but sparing the surrounding tissue, precise planning and delivery of the charged particle beam are mandatory. Different image modalities such as fundus photographs, ultrasound images, and computed tomography or magnetic resonance image data are combined to develop the treatment plan. To co-register the different image modalities and to position the patient’s eye for irradiation, often tantalum marker elements are sutured to the globe in a preceding operation. The relative position of the tantalum markers and their distance to the limbus are important parameters for the therapeutic plan and are usually measured intraoperatively by a pair of compasses. This project is aiming at the development of an advanced planning/navigation system for proton beam radiotherapy and radioactive plaque therapy by employing state of the art image co-registration and tracking techniques.
 
Statistical modeling of the retina Optical Coherence Tomography (OCT) is a non-invasive technology used for imaging the layers of the retina. This imaging technology has revolutionized the early detection and also follow-up examination of retinal pathologies such as macular holes, epiretinal gliosis, macular edema and also optic disc pathologies. The introduction of high speed and spectral domain OCT devices allows a faster image acquisition and offers a better image resolution in the daily clinical practice. However, the continuous growth of image data for diagnosis demands sophisticated data processing strategies to help the ophthalmologist focussing on potentially pathological structures while screening the huge amount of data. In addition, objective quantification of pathologies (thickness measurements, detection of changes in reflectivity of certain structures, loss of layers in degenerative pathologies) is an indispensable tool to diagnose disease progression and also regression as a basis for effective treatment strategies. The objectives of this project are twofold: first to analyze the potential of statistical shape and appearance models in the context of OCT segmentation and second to implement, test, and validate new segmentation strategies to reliably identify individual structures of the retina, and localize potentially pathological areas within the retina that will need the attention of the investigator.
 
System to monitor the development of visual acuity of blind patients The purpose of this project is to develop a system that allows monitoring the progression in visual acuity over time in blind patients wearing a retinal prosthesis. The project will be developed in collaboration with the Boston Retinal Implant Project. The patient will have to conduct certain every day tasks in a confined spatial environment. The system will allow for both, an objective quantification of the time required solving the problem as well as the precision with which the patient achieved an individual task. It features a configurable task definition environment. The system records the results from each individual training session and will provide means for subsequent statistical evaluation.
 
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