SRV-GAN: a generative adversarial network for segmenting retinal vessels

DOI10.3934/MBE.2022464OpenAlexW4285243066MaRDI QIDQ2688735

Xiaojie Lu, Mingquan Ye, Chen Yue, Daobin Huang, Pei-Pei Wang

Publication date: 5 March 2023

Published in: Mathematical Biosciences and Engineering (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.3934/mbe.2022464

zbMATH Keywords

attentionloss functionsdeep learninggenerative adversarial networksretinal image segmentation

Mathematics Subject Classification ID

Artificial neural networks and deep learning (68T07) Biomedical imaging and signal processing (92C55)

Uses Software

• CycleGAN
• pix2pix
• U-Net
• SA-UNet
• IterNet

Cites Work

• Automatic segmentation and measurement of vasculature in retinal fundus images using probabilistic formulation

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