nkicsl / fundus_review

Official website of our paper: Applications of Deep Learning in Fundus Images: A Review. Newly-released datasets and recently-published papers will be updated regularly.

Fundus_Review

This repository will update contents not included in our previous paper, including descriptions of newly-released fundus image datasets and latest experimental results with their settings. The pdf file of our paper: "Applications of Deep Learning in Fundus Images: A Review" is also presented. If there are any questions, please contact [email protected]. One can also turn to https://ics.nankai.edu.cn/ (in Chinese) to see more related researches of our NKICS lab.

Paper

This is the pdf file of our paper: "Applications of Deep Learning in Fundus Images: A Review" accepted by Medical Image Analysis. You can also download it through https://www.sciencedirect.com/science/article/abs/pii/S1361841521000177 or https://arxiv.org/abs/2101.09864.

Datasets

This file desicribes widely-used fundus image datasets. Newly-released datasets not included in our original paper are showed in blue.

Experimental results

This file desicribes experimental results of recent works worth noticing. Latest results not included in our original paper are showed in blue. References of newly-added papers are linked to their online publications.

Citation

Please cite this paper as: Tao Li, Wang Bo, Chunyu Hu, Hong Kang, Hanruo Liu, Kai Wang, Huazhu Fu. Applications of Deep Learning in Fundus Images: A Review. Medical Image Analysis, 2021.