Research output per year
Research output per year
Organisation profile
Organisation profile
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
Dive into the research topics where Pattern Recognition Revisited lab is active. These topic labels come from the works of this organisation's members. Together they form a unique fingerprint.
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
Profiles
-
Louise Meier Carlsen
- Software Engineering - Assistant Professor
- Pattern Recognition Revisited lab
- Center for Computing Education Research
- BSc in Software Development - Co-Head of Programme
Person: VIP
-
Veronika Cheplygina
- Data, Systems, and Robotics - Professor
- Pattern Recognition Revisited lab - Head of Research Group
Person: VIP
-
Niclas Classen
- Data, Systems, and Robotics - Research Assistant
- Pattern Recognition Revisited lab - Research Assistant
Person: VIP
-
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, p. 133-144 11 p. (Lecture Notes in Computer Science, Vol. 15916).Research output: Conference Article in Proceeding or Book/Report chapter › Article in proceedings › Research › peer-review
-
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 May 2025, Proceedings of the Second Workshop on Patient-Oriented Language Processing (CL4Health). Ananiadou, S., Demner-Fushman, D., Gupta, D. & Thompson, P. (eds.). Albuquerque, New Mexico: Association for Computational Linguistics, p. 316-320 5 p.Research output: Conference Article in Proceeding or Book/Report chapter › Article in proceedings › Research › peer-review
Open Access -
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. (eds.). Suzhou (China): Association for Computational Linguistics, p. 1366-1378 13 p.Research output: Conference Article in Proceeding or Book/Report chapter › Article in proceedings › Research › peer-review
Open Access
Datasets
-
NEATX: Non-Expert Annotations of Tubes in X-rays
Cheplygina, V. (Creator), Cathrine, D. (Creator), Eriksen, T. N. (Creator), Jiménez-Sánchez, A. (Creator) & Juodelyte, D. (Contributor), ZENODO, 28 Feb 2025
DOI: 10.5281/zenodo.14944064, https://zenodo.org/records/14944064
Dataset
-
SeagrassFinder: An Underwater Eelgrass Image Classification Dataset
Elsäßer, J. (Creator), Weihl, L. (Creator), Cheplygina, V. (Creator) & Tangaa Nielsen, L. (Creator), ZENODO, 8 Oct 2024
DOI: 10.5281/zenodo.13904604, https://zenodo.org/records/13904604
Dataset
-
NeRF-To-Real Tester: Neural Radiance Fields as Test Image Generators for Vision of Autonomous Systems
Weihl, L. (Creator), Wehbe, B. (Creator) & Wąsowski, A. (Creator), ZENODO, 30 Nov 2024
Dataset: Software
Activities
-
Assessment committee for recruitment of assistant/associate professor in Data-Intensive Systems and Applications (Event)
Cheplygina, V. (Chair), Boehm, M. (Member) & Leis, V. (Member)
22 Aug 2023 → 31 Dec 2023Activity: Membership types › Membership in review committee
-
-
Eurodoc (External organisation)
Weihl, L. (Chair)
Sept 2023 → …Activity: Membership types › Membership in committee, council, board
Press/Media
-
Smart eyes below the surface: training robots to explore the ocean
18/07/2025
1 Media contribution
Press/Media: Press / Media
-
PhD Defence by Dovile Juodelyte
Juodelyte, D.
06/02/2025
1 Media contribution
Press/Media: Press / Media
-
Medicinsk AI prætrænes på kattebilleder: Vi overvejer sjældent, hvad konsekvenserne er
18/01/2022
1 Media contribution
Press/Media: Press / Media
-
MMC: Making Metadata Count
Cheplygina, V. (PI), Sánchez, A. J. (CoI) & Sourget, T. (CoI)
Independent Research Fund Denmark
01/10/2022 → 30/09/2025
Project: Research
-
Workshop `In the Picture: Medical Imaging Datasets´
Sánchez, A. J. (PI) & Cheplygina, V. (CoI)
14/03/2024 → 31/12/2024
Project: Research
-
CHEETAH: Challenges in Evaluating Teams and Algorithms
Cheplygina, V. (PI), Sourget, T. (CoI) & Classen, N. (CoI)
01/09/2025 → 31/08/2030
Project: Research