Research output per year
Research output per year
Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
External positions
Research Fellow, Harvard Medical School
1 Aug 2022 → …
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Dive into the research topics where Reuben Dorent is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Deep learning for automatic segmentation of vestibular schwannoma: a retrospective study from multi-center routine MRI
Kujawa, A., Dorent, R., Connor, S., Thomson, S., Ivory, M., Vahedi, A., Guilhem, E., Wijethilake, N., Bradford, R., Kitchen, N., Bisdas, S., Ourselin, S., Vercauteren, T. & Shapey, J., 9 May 2024, In: Frontiers in Computational Neuroscience. 18, 1365727.Research output: Contribution to journal › Article › peer-review
Open Access -
Label merge-and-split: A graph-colouring approach for memory-efficient brain parcellation
Kujawa, A., Dorent, R., Ourselin, S. & Vercauteren, T., 2024, (Accepted/In press) Medical Image Computing and Computer Assisted Intervention – MICCAI 2024.Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review
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CrossMoDA 2021 challenge: Benchmark of cross-modality domain adaptation techniques for vestibular schwannoma and cochlea segmentation
Dorent, R., Kujawa, A., Ivory, M., Bakas, S., Rieke, N., Joutard, S., Glocker, B., Cardoso, J., Modat, M., Batmanghelich, K., Belkov, A., Calisto, M. B., Choi, J. W., Dawant, B. M., Dong, H., Escalera, S., Fan, Y., Hansen, L., Heinrich, M. P., Joshi, S., & 20 others, 1 Jan 2023, In: Medical Image Analysis. 83, 102628.Research output: Contribution to journal › Article › peer-review
Open Access29 Citations (Scopus)2 Downloads (Pure) -
A multi-organ point cloud registration algorithm for abdominal CT registration
Joutard, S., Pheiffer, T., Audigier, C., Wohlfahrt, P., Dorent, R., Piat, S., Juergens, M., Vercauteren, T., Modat, M. & Mansi, T., 2022, Biomedical Image Registration - 10th International Workshop, WBIR 2022, Proceedings. Hering, A., Schnabel, J., Zhang, M., Ferrante, E., Heinrich, M. & Rueckert, D. (eds.). p. 75–84 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13386 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review
Open AccessFile2 Citations (Scopus)44 Downloads (Pure) -
A Pareto front based methodology to better assess medical image registration algorithms
Joutard, S., Dorent, R., Vercauteren, T. & Modat, M., 4 Apr 2022, Medical Imaging 2022: Image Processing. Colliot, O., Isgum, I., Landman, B. A. & Loew, M. H. (eds.). 120322R. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12032).Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review
Thesis
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Collaborative learning of joint medical image segmentation tasks from heterogeneous and weakly-annotated data
Author: Dorent, R., 1 Aug 2022Supervisor: Vercauteren, T. (Supervisor) & Ourselin, S. (Supervisor)
Student thesis: Doctoral Thesis › Doctor of Philosophy
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