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eess.IV2023★ 1 cited
Denoising Diffusion Probabilistic Model for Retinal Image Generation and Segmentation
Alnur Alimanov, Md Baharul Islam
Experts use retinal images and vessel trees to detect and diagnose various eye, blood circulation, and brain-related diseases. However, manual segmentation of retinal images is a t…
eess.IV2023
Retinal Image Restoration using Transformer and Cycle-Consistent Generative Adversarial Network
Alnur Alimanov, Md Baharul Islam
Medical imaging plays a significant role in detecting and treating various diseases. However, these images often happen to be of too poor quality, leading to decreased efficiency,…
eess.IV2022★ 3 cited
Retinal Image Restoration and Vessel Segmentation using Modified Cycle-CBAM and CBAM-UNet
Alnur Alimanov, Md Baharul Islam
Clinical screening with low-quality fundus images is challenging and significantly leads to misdiagnosis. This paper addresses the issue of improving the retinal image quality and…