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 Swivel Gaming Chair even progress to a stage of losing vision.Hence, doctors advise diabetes 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 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 Magazines presents a GAN-based model to perform retinal vasculature segmentation.The model achieves good results on the ARIA, DRIVE, and HRF datasets.