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Lucas Fidon

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  • 163
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  • 2023

    blob loss: Instance Imbalance Aware Loss Functions for Semantic Segmentation

    Kofler, F., Shit, S., Ezhov, I., Fidon, L., Horvath, I., Al-Maskari, R., Li, H. B., Bhatia, H., Loehr, T., Piraud, M., Erturk, A., Kirschke, J., Peeken, J. C., Vercauteren, T., Zimmer, C., Wiestler, B. & Menze, B., 2023, Information Processing in Medical Imaging - 28th International Conference, IPMI 2023, Proceedings. Frangi, A., de Bruijne, M., Wassermann, D. & Navab, N. (eds.). Springer Science and Business Media Deutschland GmbH, p. 755-767 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13939 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference paperpeer-review

    5 Citations (Scopus)
  • Deep Quality Estimation: Creating Surrogate Models for Human Quality Ratings

    Kofler, F., Ezhov, I., Fidon, L., Horvath, I., de la Rosa, E., LaMaster, J., Li, H., Finck, T., Shit, S., Paetzold, J., Bakas, S., Piraud, M., Kirschke, J., Vercauteren, T., Zimmer, C., Wiestler, B. & Menze, B., 18 Jul 2023, Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries - 8th International Workshop, BrainLes 2022, Held in Conjunction with MICCAI 2022, Revised Selected Papers. Bakas, S., Baid, U., Baheti, B., Crimi, A., Malec, S., Pytlarz, M., Zenk, M. & Dorent, R. (eds.). Springer Science and Business Media Deutschland GmbH, p. 3-13 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13769 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference paperpeer-review

  • 2022

    Generalized Wasserstein Dice Loss, Test-Time Augmentation, and Transformers for the BraTS 2021 Challenge

    Fidon, L., Shit, S., Ezhov, I., Paetzold, J. C., Ourselin, S. & Vercauteren, T., 2022, Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries - 7th International Workshop, BrainLes 2021, Held in Conjunction with MICCAI 2021, Revised Selected Papers. Crimi, A. & Bakas, S. (eds.). Springer Science and Business Media Deutschland GmbH, p. 187-196 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12963 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference paperpeer-review

    7 Citations (Scopus)
  • 2021

    Generalized Wasserstein Dice Score, Distributionally Robust Deep Learning, and Ranger for Brain Tumor Segmentation: BraTS 2020 Challenge

    Fidon, L., Ourselin, S. & Vercauteren, T., 2021, Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries - 6th International Workshop, BrainLes 2020, Held in Conjunction with MICCAI 2020, Revised Selected Papers. Crimi, A. & Bakas, S. (eds.). Springer Science and Business Media Deutschland GmbH, p. 200-214 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12659 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference paperpeer-review

    31 Citations (Scopus)
  • 2020

    Min-Cut Max-Flow for Network Abnormality Detection: Application to Preterm Birth

    Irzan, H., Fidon, L., Vercauteren, T., Ourselin, S., Marlow, N. & Melbourne, A., 2020, Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, and Graphs in Biomedical Image Analysis - 2nd International Workshop, UNSURE 2020, and 3rd International Workshop, GRAIL 2020, Held in Conjunction with MICCAI 2020, Proceedings. Sudre, C. H., Fehri, H., Arbel, T., Baumgartner, C. F., Dalca, A., Tanno, R., Van Leemput, K., Wells, W. M., Sotiras, A., Papiez, B., Ferrante, E. & Parisot, S. (eds.). Springer Science and Business Media Deutschland GmbH, p. 164-173 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12443 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference paperpeer-review

    2 Citations (Scopus)
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