Publikationer pr. år
Publikationer pr. år
Organisationsprofil
Organisationsprofil
PURRLab research interests lie within the broad area of trustworthy machine learning and its applications to medical imaging with a focus on datasets. We are particularly interested in understanding the similarity and diversity of datasets, methods for learning with limited labeled data such as transfer learning, and meta-research on machine learning in medical imaging.
Fingerprint
Dyk ned i forskningsemnerne, hvor Pattern Recognition Revisited lab er aktive. Disse emneetiketter kommer fra arbejder fra denne organisations medlemmer. Sammen danner de et unikt fingerprint.
Samarbejde og topforskningsområder i de sidste fem år
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Profiler
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Veronika Cheplygina
- Data, Systems, and Robotics - Professor
- Data-intensive Systems and Applications - Lektor
- Pattern Recognition Revisited lab - Forskningsgruppeleder
Person: VIP
Publikation
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Augmenting Chest X-ray Datasets with Non-Expert Annotations
Cheplygina, V., Damgaard, C., Eriksen, T. N., Juodelyte, D. & Jiménez-Sánchez, A., 17 jul. 2025, Medical Image Understanding and Analysis. Springer, s. 133-144 11 s. (Lecture Notes in Computer Science, Bind 15916).Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review
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Bias in Danish Medical Notes: Infection Classification of Long Texts Using Transformer and LSTM Architectures Coupled with BERT
Parviz, M., Agius, R., Niemann, C. & Van Der Goot, R., 1 maj 2025, Proceedings of the Second Workshop on Patient-Oriented Language Processing (CL4Health). Ananiadou, S., Demner-Fushman, D., Gupta, D. & Thompson, P. (red.). Albuquerque, New Mexico: Association for Computational Linguistics, s. 316-320 5 s.Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review
Åben adgang -
Crossing Domains without Labels: Distant Supervision for Term Extraction
Senger, E., Campbell, Y., Goot, R. V. D. & Plank, B., 1 nov. 2025, Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing: Industry Track. Potdar, S., Rojas-Barahona, L. & Montella, S. (red.). Suzhou (China): Association for Computational Linguistics, s. 1366-1378 13 s.Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review
Åben adgang
Forskningsdatasæt
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NEATX: Non-Expert Annotations of Tubes in X-rays
Cheplygina, V. (Ophavsmand), Cathrine, D. (Ophavsmand), Eriksen, T. N. (Ophavsmand), Jiménez-Sánchez, A. (Ophavsmand) & Juodelyte, D. (Bidrager), ZENODO, 28 feb. 2025
DOI: 10.5281/zenodo.14944064, https://zenodo.org/records/14944064
Datasæt
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SeagrassFinder: An Underwater Eelgrass Image Classification Dataset
Elsäßer, J. (Ophavsmand), Weihl, L. (Ophavsmand), Cheplygina, V. (Ophavsmand) & Tangaa Nielsen, L. (Ophavsmand), ZENODO, 8 okt. 2024
DOI: 10.5281/zenodo.13904604, https://zenodo.org/records/13904604
Datasæt
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NeRF-To-Real Tester: Neural Radiance Fields as Test Image Generators for Vision of Autonomous Systems
Weihl, L. (Ophavsmand), Wehbe, B. (Ophavsmand) & Wąsowski, A. (Ophavsmand), ZENODO, 30 nov. 2024
Datasæt: Software
Aktiviteter
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Assessment committee for recruitment of assistant/associate professor in Data-Intensive Systems and Applications (Begivenhed)
Cheplygina, V. (Forperson), Boehm, M. (Medlem) & Leis, V. (Medlem)
22 aug. 2023 → 31 dec. 2023Aktivitet: Medlemsskab - typer › Medlemskab af bedømmelsesudvalg
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Eurodoc (Ekstern organisation)
Weihl, L. (Forperson)
sep. 2023 → …Aktivitet: Medlemsskab - typer › Medlemskab af udvalg, råd og nævn
Presse/medier
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Smart eyes below the surface: training robots to explore the ocean
18/07/2025
1 Mediebidrag
Presse/medie
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Medicinsk AI prætrænes på kattebilleder: Vi overvejer sjældent, hvad konsekvenserne er
18/01/2022
1 Mediebidrag
Presse/medie
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CATS : Choosing a Transfer Source for Medical Image Classification
Cheplygina, V. (PI), Juodelyte, D. (CoI) & Lu, Y. (CoI)
01/10/2021 → 30/09/2025
Projekter: Projekt › Forskning
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LMLM: Linguistically Motivated Language Models
Goot, R. V. D. (PI)
01/06/2026 → 31/05/2030
Projekter: Projekt › Forskning
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EXPCRY: Can Infant Cries Reveal Developmental Insights? A Crowdsourcing Experiment
Mottelson, A. (PI)
01/02/2026 → 31/01/2028
Projekter: Projekt › Forskning