GAN-Based Approach for Diabetic Retinopathy Retinal Vasculature Segmentation

GAN-Based Approach for Diabetic Retinopathy Retinal Vasculature Segmentation

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Most diabetes patients develop a condition known as diabetic retinopathy after having diabetes for a prolonged period.Due to this ailment, damaged blood vessels may occur behind the retina, which can even progress to a stage of losing vision.Hence, doctors advise diabetes Rangemaster 82030 Elite SE 110cm Dual Fuel Range Cooker With Matte Pan Stands patients to screen their retinas regularly.Examining the fundus for this requires a long time and there are few ophthalmologists available to check the ever-increasing number of diabetes patients.

To address this issue, several computer-aided automated systems Skew Driver are being developed with the help of many techniques like deep learning.Extracting the retinal vasculature is a significant step that aids in developing such systems.This paper presents a GAN-based model to perform retinal vasculature segmentation.The model achieves good results on the ARIA, DRIVE, and HRF datasets.