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):
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Dive into the research topics where Manxi Lin 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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Clinical validation of explainable AI for fetal growth scans through multi-level, cross-institutional prospective end-user evaluation
Bashir, Z., Lin, M., Feragen, A., Mikolaj, K., Taksøe-Vester, C., Christensen, A. N., Svendsen, M. B. S., Fabricius, M. H., Andreasen, L., Nielsen, M. & Tolsgaard, M. G., 2025, In: Scientific Reports. 15, 10 p., 2074.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile14 Downloads (Pure) -
Unsupervised detection of fetal brain anomalies using denoising diffusion models
Olsen, M. D. S., Ambsdorf, J., Lin, M., Taksøe-Vester, C., Svendsen, M. B. S., Christensen, A. N., Nielsen, M., Tolsgaard, M. G., Feragen, A. & Pegios, P., 2025, Proceedings of the 5th International Workshop on Simplifying Medical Ultrasound, ASMUS 2024 . Springer, p. 209-219 (Lecture Notes in Computer Science, Vol. 15186).Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
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Incorporating Clinical Guidelines Through Adapting Multi-modal Large Language Model for Prostate Cancer PI-RADS Scoring
Zhang, T., Lin, M., Guo, H., Zhang, X., Chiu, K. F. P., Feragen, A. & Dou, Q., 2024, Proceedings of the 27th International Conference on Medical Image Computing and Computer Assisted Intervention – MICCAI 2024. Vol. 15005. p. 360-370 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
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Knowledge-grounded Explainable Medical Image Analysis for Fetal Ultrasound
Lin, M., 2024, Technical University of Denmark. 204 p.Research output: Book/Report › Ph.D. thesis
Open AccessFile -
Learning Semantic Image Quality for Fetal Ultrasound from Noisy Ranking Annotation
Lin, M., Ambsdorf, J., Sejer, E. P. F., Bashir, Z., Wong, C. K., Pegios, P., Raheli, A., Svendsen, M. B. S., Nielsen, M., Tolsgaard, M. G., Christensen, A. N. & Feragen, A., 2024, Proceedings of the 2024 IEEE International Symposium on Biomedical Imaging (ISBI). IEEE, 5 p.Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
Projects
- 1 Finished
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Learning to Collaborate via Explainable AI in Medical Education
Lin, M. (PhD Student), Feragen, A. (Main Supervisor), Christensen, A. N. (Supervisor), King, A. (Examiner), Zuluaga, M. (Examiner) & Tolsgaard, M. G. (Supervisor)
01/11/2021 → 11/03/2025
Project: PhD
Activities
- 1 Conference presentations
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DTU-Net: Learning Topological Similarity for Curvilinear Structure Segmentation
Lin, M. (Guest lecturer)
18 Jun 2023 → 23 Jun 2023Activity: Talks and presentations › Conference presentations
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