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):
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SDG 3 Good Health and Well-being
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Collaborations and top research areas from the last five years
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Temporal Periodic Image Registration with Implicit Neural Representations
Lowes, M., Sørensen, K. A., Sermesant, M. & Paulsen, R. R., 2026, Proceedings of the 16th International Workshop on Machine Learning in Medical Imaging, MLMI 2025. Springer, Vol. 16241. p. 442-451 (Lecture Notes in Computer Science).Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
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Temporal Super-Resolution of Medical Images with Implicit Neural Representations
Lowes, M., Sørensen, K. A., Sermesant, M., Kofoed, K. F. & Paulsen, R. R., 2026, Proceedings of the 16th International Workshop on Machine Learning in Medical Imaging, MLMI 2025. Springer, Vol. 16241. p. 467-476Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
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Active Learning with nnUNet for Coronary Artery Lumen Segmentation Using a Centerline Prior
Ekner, A. B., Lowes, M. M., Paulsen, R. R., Kofoed, K. F., Johansen, A. O., Sørensen, K. A. & Sundgaard, J. V., 2025, Proceedings of the 23rd Scandinavian Conference on Image Analysis. Springer, Vol. 15726. p. 227-239Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
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Automated Cardiac Adipose Tissue Segmentation in Computed Tomography: A Literature Review
Aspe, A. W., Pedersen, J. J., Johansen, A. O., Kofoed, K. F., Sørensen, K. A., Paulsen, R. R. & Sundgaard, J. V., 2025, Proceedings of the 23rd Scandinavian Conference on Image Analysis, SCIA 2025. Springer, Vol. 15726. p. 240-253 (Lecture Notes in Computer Science).Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
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Automated Estimation of Cardiac Stroke Volumes from Computed Tomography
Radutoiu, A. T., Youssef, Y. W. E., Diez, P. L., Sørensen, K. A., Lindeskog, M. B., Pham, M. H. C., Pedersen, J. J., Fuchs, A., Kofoed, K. F. & Paulsen, R. R., 2025, Proceedings of the 15th International Workshop on Statistical Atlases and Computational Models of the Heart. Springer, Vol. 15448. p. 22-32 (Lecture Notes in Computer Science).Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
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Advanced medical image analysis for exploring HFpEF disease manifestations
Radutoiu, A.-T. (PhD Student), Paulsen, R. R. (Main Supervisor), Sørensen, K. A. (Supervisor), Sundgaard, J. V. (Supervisor) & Kofoed, K. F. (Supervisor)
01/07/2025 → 30/06/2028
Project: PhD
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Neural distance field representations with applications in 3D cardiac CT
Sørensen, K. A. (PhD Student), Paulsen, R. R. (Main Supervisor), Camara Rey, O. (Supervisor), De Backer, O. (Supervisor), Kofoed, K. F. (Supervisor), Nielsen, M. (Examiner) & Rüeckert, D. (Examiner)
Technical University of Denmark
01/08/2018 → 06/09/2024
Project: PhD