Research output per year
Research output per year
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Dive into the research topics where Paraskevas Pegios is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
- 1 Similar Profiles
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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Diffusion-Based Iterative Counterfactual Explanations for Fetal Ultrasound Image Quality Assessment
Pegios, P., Lin, M., Weng, N., Svendsen, M. B. S., Bashir, Z., Bigdeli, S., Christensen, A. N., Tolsgaard, M. & Feragen, A., 2026, Proceedings of the 6th International Workshop on Simplifying Medical Ultrasound, ASMUS 2025. Springer, p. 174-184Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
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The Cervix in Context: Bias Assessment in Preterm Birth Prediction
Fournel, J., Pegios, P., Sejer, E. P. F., Tolsgaard, M. & Feragen, A., 2026, Proceedings of the Third International Workshop on Fairness of AI in Medical Imaging, FAIMI 2025. Springer, p. 43-52Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
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Fast Diffusion-Based Counterfactuals for Shortcut Removal and Generation
Weng, N., Pegios, P., Petersen, E., Feragen, A. & Bigdeli, S., 2025, Proceedings of the 18th European Conference Computer Vision – ECCV 2024. Springer, p. 338-357 (Lecture Notes in Computer Science, Vol. 15144).Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
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Graph Counterfactual Explainable AI via Latent Space Traversal
Hansen, A. A., Pegios, P., Calissano, A. & Feragen, A., 2025, Proceedings of the 6th Northern Lights Deep Learning Conference (NLDL). Proceedings of Machine Learning Research, Vol. 265. p. 75-84 (Proceedings of Machine Learning Research).Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
Open AccessFile55 Downloads (Orbit) -
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
Open AccessFile3 Downloads (Orbit)
Projects
- 2 Finished
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Explainable AI supporting simulation-based medical education
Pegios, P. (PhD Student), Feragen, A. (Main Supervisor), Christensen, A. N. (Supervisor), Kainz, B. (Examiner), Kampffmeyer, M. (Examiner) & Tolsgaard, M. G. (Supervisor)
01/10/2022 → 30/09/2025
Project: PhD
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SONAI
Christensen, A. N. (PI), Feragen, A. (PI), Pegios, P. (PhD Student) & Mikolaj, K. W. (PhD Student)
01/01/2022 → 31/12/2024
Project: Research