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Hidden stratification causes clinically meaningful failures in machine learning for medical imaging, , , and . Proceedings of the ACM conference on health, inference, and learning, page 151--159. (2020)Multi-centred Strong Augmentation via Contrastive Learning for Unsupervised Lesion Detection and Segmentation., , , , , , , and . CoRR, (2021)Instance-Dependent Noisy Label Learning via Graphical Modelling., , , , and . CoRR, (2022)AIROGS: Artificial Intelligence for RObust Glaucoma Screening Challenge., , , , , , , , , and 26 other author(s). CoRR, (2023)Contrastive Transformer-Based Multiple Instance Learning for Weakly Supervised Polyp Frame Detection., , , , , , , and . MICCAI (3), volume 13433 of Lecture Notes in Computer Science, page 88-98. Springer, (2022)Test Time Transform Prediction for Open Set Histopathological Image Recognition., , , , , and . MICCAI (2), volume 13432 of Lecture Notes in Computer Science, page 263-272. Springer, (2022)Self-supervised Depth Estimation to Regularise Semantic Segmentation in Knee Arthroscopy., , , , and . MICCAI (1), volume 12261 of Lecture Notes in Computer Science, page 594-603. Springer, (2020)Self-supervised Mean Teacher for Semi-supervised Chest X-Ray Classification., , , , , and . MLMI@MICCAI, volume 12966 of Lecture Notes in Computer Science, page 426-436. Springer, (2021)Self-Supervised Lesion Change Detection and Localisation in Longitudinal Multiple Sclerosis Brain Imaging., , , , and . MICCAI (7), volume 12907 of Lecture Notes in Computer Science, page 670-680. Springer, (2021)Explaining scene composition using kinematic chains of humans: application to Portuguese tiles history., , , and . Computer Vision and Image Analysis of Art, volume 7869 of SPIE Proceedings, page 786905. SPIE, (2011)