SSL-ENSAM: Utilizing Sam for Semi-Supervised Retinal Vessel Segmentation with Quality-Aware Enhancement

Author:

He Mengxian1,Zhang Minqing1,Chang Hing Lam1,Feng Xiaoyi1,Gao Mengdi1,Jiang Shuai2,Yuan Wu1

Affiliation:

1. The Chinese University of Hong Kong,Department of Biomedical Engineering,China

2. Intelligent Vision Plus Technology Co., Ltd.,Shenzhen,China

Funder

Innovation and Technology Fund

Publisher

IEEE

Reference20 articles.

1. FIVES: A Fundus Image Dataset for Artificial Intelligence based Vessel Segmentation

2. Large AI Models in Health Informatics: Applications, Challenges, and the Future

3. Sam fails to segment anything?– sam-adapter: Adapting sam in underperformed scenes: Camouflage, shadow, and more;Tianrun,2023

4. P-ResUnet: Segmentation of brain tissue with Purified Residual Unet

5. Learning enhancement from degradation: A diffusion model for fundus image enhancement;Puijin,2023

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