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Boundary loss for highly unbalanced segmentation.
Kervadec H, Bouchtiba J, Desrosiers C, Granger E, Dolz J, Ben Ayed I. Kervadec H, et al. Med Image Anal. 2021 Jan;67:101851. doi: 10.1016/j.media.2020.101851. Epub 2020 Oct 6. Med Image Anal. 2021. PMID: 33080507
Constrained-CNN losses for weakly supervised segmentation.
Kervadec H, Dolz J, Tang M, Granger E, Boykov Y, Ben Ayed I. Kervadec H, et al. Med Image Anal. 2019 May;54:88-99. doi: 10.1016/j.media.2019.02.009. Epub 2019 Feb 13. Med Image Anal. 2019. PMID: 30851541
Constrained Domain Adaptation for Image Segmentation.
Bateson M, Dolz J, Kervadec H, Lombaert H, Ayed IB. Bateson M, et al. Among authors: kervadec h. IEEE Trans Med Imaging. 2021 Jul;40(7):1875-1887. doi: 10.1109/TMI.2021.3067688. Epub 2021 Jun 30. IEEE Trans Med Imaging. 2021. PMID: 33750688
Source-free domain adaptation for image segmentation.
Bateson M, Kervadec H, Dolz J, Lombaert H, Ben Ayed I. Bateson M, et al. Among authors: kervadec h. Med Image Anal. 2022 Nov;82:102617. doi: 10.1016/j.media.2022.102617. Epub 2022 Sep 16. Med Image Anal. 2022. PMID: 36228364
Nested star-shaped objects segmentation using diameter annotations.
Camarasa R, Kervadec H, Kooi ME, Hendrikse J, Nederkoorn PJ, Bos D, de Bruijne M. Camarasa R, et al. Among authors: kervadec h. Med Image Anal. 2023 Dec;90:102934. doi: 10.1016/j.media.2023.102934. Epub 2023 Aug 19. Med Image Anal. 2023. PMID: 37688981 Free article.