Research output per year
Research output per year
Personal profile
Artistic and research interests
My main webpage is at https://users.aalto.fi/~vanlek2
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):
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SDG 3 Good Health and Well-being
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Dive into the research topics where Koen Van Leemput 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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Correcting Fat-Shift from MR Images with Bayesian Modeling to Improve Segmentation of Extra-Cerebral Tissues
Diedrichsen, M., Van Leemput, K., Greve, D. N., Thielscher, A. & Puonti, O., 3 Apr 2026, Medical Imaging 2026 : Image Processing. Mitra, J. & Gan, Y. (eds.). SPIE, p. 1-7 7 p. 139250M. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 13925).Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
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A Contrast-Agnostic Method for Ultra-High Resolution Claustrum Segmentation
Mauri, C., Fritz, R., Mora, J., Billot, B., Iglesias, J. E., Van Leemput, K., Augustinack, J. & Greve, D. N., 15 Aug 2025, In: Human Brain Mapping. 46, 12, p. 1-23 23 p., e70303.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile2 Citations (Scopus)4 Downloads (Pure) -
A lightweight generative model for interpretable subject-level prediction
Mauri, C., Cerri, S., Puonti, O., Mühlau, M. & Van Leemput, K., Apr 2025, In: Medical Image Analysis. 101, p. 1-18 18 p., 103436.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile51 Downloads (Pure) -
Hierarchical Uncertainty Estimation for Learning-based Registration in Neuroimaging
Hu, X., Gopinath, K., Liu, P., Hoffmann, M., Van Leemput, K., Puonti, O. & Iglesias, J. E., 2025, 13th International Conference on Learning Representations, ICLR 2025. Curran Associates Inc., p. 91200-91216 17 p.Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
Open Access1 Citation (Scopus) -
RECLAIM—A retrospective, multicenter observational study aimed at enabling the development of artificial intelligence-driven prognostic models for disease progression in multiple sclerosis
Praet, J., Anderhalten, L., Comi, G., Horakova, D., Ziemssen, T., Vermersch, P., Lukas, C., Van Leemput, K., Steppe, M., Manero, N., Kadas, E., Bernard, A., van Rampelbergh, J., de Boer, E., Zingler, V., Smeets, D., Ribbens, A., Paul, F. & CLAIMS consortium, 2025, In: Frontiers in Neurology. 16, p. 1-7 7 p., 1557947.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile1 Citation (Scopus)4 Downloads (Pure)
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BRIDGE-AI: Brain Disease monitoring through the life span powered by Artificial Intelligence
Van Leemput, K. (Principal investigator), De Florio, A. (Project Member), Olsson-Lalor, K. (Project Member), Kovanen, E. (Project Member) & Toth, G. (Project Member)
01/11/2025 → 30/10/2029
Project: EU Horizon Europe MC
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-: CLAIMS WP 3
Van Leemput, K. (Principal investigator)
01/06/2023 → 31/05/2027
Project: EU: Framework programmes funding
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-: CLAIMS WP 6
Van Leemput, K. (Principal investigator)
01/06/2023 → 31/05/2027
Project: EU: Framework programmes funding
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CLAIMS: CLinical impact through AI-assisted MS care
Van Leemput, K. (Principal investigator) & Hamzaoui, D. (Project Member)
01/06/2023 → 31/05/2027
Project: EU_HEFWP
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-: 2021 SA Profi 6
Hämäläinen, J. (Principal investigator), Markkula, T. (Project Member), Lähteenoja, S. (Project Member), Khan, I. (Project Member), Hollmen, S. (Project Member), Haltia, A. (Project Member), Klenner, N. (Project Member), Karhu, K. (Project Member), Khan, M. (Project Member), Nurmi, N. (Project Member), Shin, J. (Project Member), Haukkala, T. (Project Member), Stead, D. (Project Member), Salminen, E. (Project Member), Ovaska, J.-P. (Project Member), Dagnaud, K. (Project Member), Diehl, M.-R. (Project Member), Baldasso, V. (Project Member), Jokelainen, A. (Project Member), Hämäläinen, M. (Project Member), Dzhengiz, T. (Project Member), Sawhney, N. (Project Member), Turunen, L. L. M. (Project Member), Keskinen, M. (Project Member), Moliner, E. (Project Member), Ruotoistenmäki, A. (Project Member), Itani, S. (Project Member), Peña Torres, D. (Project Member), van der Marel, F. (Project Member), Wikström, J. (Project Member), Villo, S. (Project Member), Hetemäki, M. (Project Member), Ibrahim, N. (Project Member), Chandramouli, S. (Project Member), Markkanen, J. (Project Member), Kääriäinen, P. (Project Member), Keipi, T. (Project Member), Van Leemput, K. (Project Member), Oinas, P. (Project Member), Laurila, T. (Project Member), Tehrani, A. (Project Member), Eriksson, V. (Project Member), Pudas, A. (Project Member), Paler, A. (Project Member), Härkönen, E. (Project Member), Nielsen, S. K. (Project Member), Lafaire, A. P. (Project Member) & Bingham, E. (Project Member)
01/01/2021 → 31/10/2027
Project: RCF Profiling
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Harvard Medical School
Van Leemput, K. (Visiting researcher)
2014Activity: Visiting an external institution types › Visiting an external academic institution
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Medical Image Analysis (Journal)
Van Leemput, K. (Editorial board member)
2014Activity: Publication peer-review and editorial work types › Membership of an editorial board
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IEEE Transactions on Medical Imaging (Journal)
Van Leemput, K. (Editorial board member)
2014Activity: Publication peer-review and editorial work types › Membership of an editorial board
Press/Media
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Studies Conducted at Massachusetts General Hospital on Pain and Central Nervous System Recently Reported (Assessing Individual Variability of the Entorhinal Subfields In Health and Disease)
05/10/2023
1 item of Media coverage
Press/Media: Media appearance
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Technical University of Denmark (DTU) Researchers Have Provided New Data on Glioblastomas (Predicting survival of glioblastoma from automatic whole-brain and tumor segmentation of MR images)
07/12/2022
1 item of Media coverage
Press/Media: Media appearance