This code is designed for detecting Diabetic Retinopathy in retinal fundus images using a deep learning approach. It preprocesses the images, applies data augmentation to improve model generalization, ...

Abstract: Diabetic macular degeneration ... retinal blood vessels. Timely detection of HEs is crucial to prevent vision loss and ensure prompt treatment for DM patients. This study introduces a novel ...

[17] Vitreous: vitritis, haze Figure 6, hemorrhage, posterior vitreous detachment, pars planitis Figure 7 Retina: edema, macular edema especially cystoid type, yellow–white exudates Figure 8 ...

In this project, I implement an enhanced active contour method that uses discrete wavelet transform for energy minimization to increase the accuracy.

We propose two effective methods for OCT image classification, combining the strength of deep learning with sparse representation of significant image features for improved detection of retinal ...