Multi-task deep learning for glaucoma detection from color fundus images

This repository contains the code to reproduce the experiments reported in: Pascal, Lucas, et al. "Multi-task deep learning for glaucoma detection from color fundus images." Scientific Reports 12.1 (2022): 12361

Technical specifications

This code was made under Pytorch v1.2.0. You will need to get access to the REFUGE dataset. See here

How to cite

We would appreciate it if the following reference would be included in any published work that uses this resource:

@article{pascal2022multi, title={Multi-task deep learning for glaucoma detection from color fundus images}, author={Pascal, Lucas and Perdomo, Oscar J and Bost, Xavier and Huet, Benoit and Ot{'a}lora, Sebastian and Zuluaga, Maria A}, journal={Scientific Reports}, volume={12}, number={1}, pages={12361}, year={2022} }