Multi-GlaucNet: A multi-task model for optic disc segmentation, blood vessel segmentation and glaucoma detection

Haoren Xiong, Fei Long, Mohammad S. Alam, Jun Sang

Abstract: Highlights•The multitask model performs optic disc, vessel segmentation, and glaucoma detection, improving detection via segmentation.•Our model matches or exceeds the performance of top single-task models, in comparison to individual task models.•Our model outperforms multitask glaucoma models in optic disc segmentation and delivers comparable results in other tasks.