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Adiga V, S., Dolz, J., & Lombaert, H. (2024). Anatomically-aware uncertainty for semi-supervised image segmentation. Medical Image Analysis, 91, 103011 (10 pages). Lien externe
Vasudeva, S. A., Dolz, J., & Lombaert, H. (juillet 2023). GeoLS: Geodesic Label Smoothing for Image Segmentation [Communication écrite]. Medical Imaging with Deep Learning (MIDL 2023), Nashville, TN, USA. Publié dans Proceedings of Machine Learning Research, 227. Lien externe
Murugesan, B., Adiga Vasudeva, S., Liu, B., Lombaert, H., Ben Ayed, I., & Dolz, J. (octobre 2023). Trust Your Neighbours: Penalty-Based Constraints for Model Calibration [Communication écrite]. 26th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI 2023), Vancouver, Canada. Lien externe
Adiga Vasudeva, S., Dolz, J., & Lombaert, H. (septembre 2022). Leveraging Labeling Representations in Uncertainty-Based Semi-supervised Segmentation [Communication écrite]. 25th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI 2022), Singapore. Lien externe
Galdran, A., Anjos, A., Dolz, J., Chakor, H., Lombaert, H., & Ayed, I. B. (2022). State-of-the-art retinal vessel segmentation with minimalistic models. Scientific Reports, 12(1), 6174 (13 pages). Lien externe
Galdran, A., Dolz, J., Chakor, H., Lombaert, H., & Ben Ayed, I. (octobre 2020). Cost-Sensitive Regularization for Diabetic Retinopathy Grading from Eye Fundus Images [Communication écrite]. 23rd International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI 2020), Lima, Peru. Lien externe
Galdran, A., Chelbi, J., Kobi, R., Dolz, J., Lombaert, H., ben Ayed, I., & Chakor, H. (2020). Non-uniform Label Smoothing for Diabetic Retinopathy Grading from Retinal Fundus Images with Deep Neural Networks. Translational Vision Science & Technology, 9(2), 34 (8 pages). Lien externe
Bateson, M., Kervadec, H., Dolz, J., Lombaert, H., & Ben Ayed, I. (octobre 2019). Constrained Domain Adaptation for Segmentation [Communication écrite]. 22nd International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI 2019), Shenzhen, China. Lien externe
Dolz, J., Gopinath, K., Yuan, J., Lombaert, H., Desrosiers, C., & Ben Ayed, I. (2019). HyperDense-Net: A Hyper-Densely Connected CNN for Multi-Modal Image Segmentation. IEEE Transactions on Medical Imaging, 38(5), 1116-1126. Lien externe
