Cataract surgery is the most frequently performed surgical procedure in all of Ophthalmology. During this process of surgically removing the lens the inner layer of the cornea needs for protection from permanent damage and the anterior chamber demands stabilization, which is provided by Ophthalmic Viscosurgical Devices (OVDs). We therefore present an automatic pipeline to determine the thickness of OVDs in enucleated porcine eyes via semantic segmentation. For the evaluation of the pipeline we segmented 100 volume scans of prepared porcine eyes. This versatile pipeline can be applied for segmentation of anterior segment Optical Coherence Tomography scans of the anterior segment.
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