The hidden label-marginal biases of segmentation losses. - Bingyuan Liu; Jose Dolz; Adrian Galdran; Riadh Kobbi; Ismail Ben Ayed (CoRR, 2021)

GAMMA Challenge: Glaucoma grAding from Multi-Modality imAges. - Junde Wu; Huihui Fang; Fei Li 021; Huazhu Fu; Fengbin Lin; Jiongcheng Li; Lexing Huang; Qinji Yu; Sifan Song; Xingxing Xu; Yanyu Xu; Wensai Wang; et al. (CoRR, 2022)

Exploring the Transferability of a Foundation Model for Fundus Images: Application to Hypertensive Retinopathy. - Julio Silva-Rodríguez; Jihed Chelbi; Waziha Kabir; Hadi Chakor; Jose Dolz; Ismail Ben Ayed; Riadh Kobbi (CGI (3), 2023)

GAMMA challenge: Glaucoma grAding from Multi-Modality imAges. - Junde Wu; Huihui Fang; Fei Li 021; Huazhu Fu; Fengbin Lin; Jiongcheng Li; Yue Huang 001; Qinji Yu; Sifan Song; Xinxing Xu; Yanyu Xu; Wensai Wang; et al. (Medical Image Anal., 2023)

Do we really need dice? The hidden region-size biases of segmentation losses. - Bingyuan Liu; Jose Dolz; Adrian Galdran; Riadh Kobbi; Ismail Ben Ayed (Medical Image Anal., 2024)

A Foundation Language-Image Model of the Retina (FLAIR): encoding expert knowledge in text supervision. - Julio Silva-Rodríguez; Hadi Chakor; Riadh Kobbi; Jose Dolz; Ismail Ben Ayed (Medical Image Anal., 2025)

HRDC challenge: a public benchmark for hypertension and hypertensive retinopathy classification from fundus images. - Bo Qian; Xiangning Wang; Zhouyu Guan; Dawei Yang; An-ran Ran; Tingyao Li; Zheyuan Wang; Yang Wen; Xinming Shu; Jinyang Xie; Shichang Liu; Guanyu Xing; et al. (Vis. Comput., 2025)