Personal profile
Primary fields of research
Medical image analysis for diagnosis of various diseases, notably discovering breat cancer at an early stadium.
Keywords
- Faculty of Science
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
Research output
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A large-scale heterogeneous 3D magnetic resonance brain imaging dataset for self-supervised learning
Cerri, S., Munk, A., Ambsdorf, J., Machnio, J., Nersesjan, V., Krag, C. H., Liu, P., García, P. R., Ghazi, M. M., Boesen, M., Benros, M. E., Iglesias, J. E. & Nielsen, M., 2026, arXiv.org, 43 p.Research output: Working paper › Preprint
File3 Downloads (Pure) -
Challenges in the future of cancer screening
Lynge, E., Andersen, B., Bojesen, S. E., Petersen, L. K., Bech, M., Bøgsted, M., Dam, M. S., Egstrand, S., Hvass, A. M. F., Kobylecki, C. J., Lång, K., Nielsen, M., Rossi, G. P., Stenger, M., Vejborg, I. & Future of Cancer Screening Working Group, 2026, In: International Journal of Cancer. 158, 8, p. 2013-2022 10 p.Research output: Contribution to journal › Review › peer-review
Open AccessFile1 Citation (Scopus)19 Downloads (Pure) -
Cross-disorder comparison of brain structures among 4836 individuals with mental disorders and controls utilizing danish population-based clinical MRI scans
Cerri, S., Nersesjan, V., Klein, K. V., Cóppulo, E. C., Llambias, S. N., Mehdipour Ghazi, M., Nielsen, M. & Benros, M. E., 2026, (E-pub ahead of print) In: Molecular Psychiatry.Research output: Contribution to journal › Journal article › Research › peer-review
Open Access -
Fetal cardiac remodeling in second trimester in pregnancies with pre-eclampsia and/or fetal growth restriction: deep-learning-based approach using population-wide data
Taksøe-Vester, C. A., Mikolaj, K., Petersen, O. B., Ekelund, C. K., Vejlstrup, N. G., Vedel, C., Christensen, A. N., Feragen, A., Nielsen, M. & Tolsgaard, M. G., 2026, In: Ultrasound in Obstetrics & Gynecology. 67, 4, p. 510-518Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile3 Downloads (Pure) -
General Methods Make Great Domain-Specific Foundation Models: A Case-Study on Fetal Ultrasound
Ambsdorf, J., Munk, A., Llambias, S., Christensen, A. N., Mikolaj, K., Balestriero, R., Tolsgaard, M. G., Feragen, A. & Nielsen, M., 2026, Medical Image Computing and Computer Assisted Intervention, MICCAI 2025 - 28th International Conference, Proceedings, Part VII. Springer, p. 271-281 (Lecture Notes in Computer Science, Vol. 15966 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
File1 Citation (Scopus)2 Downloads (Pure) -
Improving metagenome binning by integrating intrinsic features and taxonomy
Kutuzova, S., Piera Líndez, P., Danielsen, L. S., Nielsen, K. N., Olsen, N. S., Riber, L., Gobbi, A., Forero-Junco, L. M., Erdmann Dougherty, P., Westergaard, J. C., Browne, P. D., Christensen, S., Hestbjerg Hansen, L., Nielsen, M., Nybo Andersen, J. & Rasmussen, S., 2026, (E-pub ahead of print) In: Nature Biotechnology.Research output: Contribution to journal › Journal article › Research › peer-review
Open Access -
Motion artifacts and image quality in stroke MRI: associated factors and impact on AI and human diagnostic accuracy
Krag, C. H., Müller, F. C., Gandrup, K. L., Andersen, M. B., Møller, J. M., Liu, M. L., Rud, A., Krabbe, S., Al-Farra, L., Nielsen, M., Kruuse, C. & Boesen, M. P., 2026, In: European Radiology. 36, 1, p. 265-277Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile2 Citations (Scopus)5 Downloads (Pure) -
Source-Free Domain Adaptation for Cross-Modality Cardiac Image Segmentation with Contrastive Class Relationship Consistency
Ma, A., Zhu, Q., Li, J., Nielsen, M. & Chen, X., 2026, Medical Image Computing and Computer Assisted Intervention, MICCAI 2025 - 28th International Conference, 2025, Proceedings. Gee, J. C., Hong, J., Sudre, C. H., Golland, P., Alexander, D. C., Iglesias, J. E., Venkataraman, A. & Kim, J. H. (eds.). Springer, p. 574-583 10 p. (Lecture Notes in Computer Science, Vol. 15964 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review