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
Collaborations and top research areas from the last five years
Profiles
-
Veronika Cheplygina
- Data, Systems, and Robotics - Professor
- Data-intensive Systems and Applications
- Pattern Recognition Revisited lab - Head of Research Group
Person: VIP
-
Rob van der Goot
- Data Science - Associate Professor
- NLPnorth
- Pattern Recognition Revisited lab
Person: VIP
-
Deep Neural Networks for Reliable Underwater Vision
Weihl, L., 2026, 222 p.Research output: Theses › PhD thesis
File -
Exploring Programming in Higher Education: Understanding Course Framings, Institutional Positionality, and Educator Values
Nicolajsen, S. M., 2026, IT-Universitetet i København. 270 p.Research output: Theses › PhD thesis
File -
Results-Actionability Gap: Understanding How Practitioners Evaluate LLM Products in the Wild
van der Maden, W., Sadek, M., Xiao, Z., Mottelson, A., Liao, Q. V. & Zhu, J., 13 Apr 2026, Proceedings of the 2026 CHI Conference on Human Factors in Computing Systems. New York, NY, USA: Association for Computing Machinery, p. 1-17 17 p.Research output: Conference Article in Proceeding or Book/Report chapter › Article in proceedings › Research › peer-review
Open AccessFile
Datasets
-
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
-
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
Prizes
-
Honorable Mention CHI'26
Iarygina, O. (Recipient) & Mottelson, A. (Recipient), Apr 2026
Prize: Prizes, scholarships, distinctions
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
-
Omstridt valgtest med tråde til DF anbefaler aldrig S eller V
16/03/2026
1 Media contribution
Press/Media: 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
-
CATS : Choosing a Transfer Source for Medical Image Classification
Cheplygina, V. (PI), Juodelyte, D. (CoI) & Lu, Y. (CoI)
01/10/2021 → 30/09/2025
Project: Research
-
DASME: Data Science in Mathematics Education
Carlsen, L. M. (PI)
01/07/2025 → 30/06/2028
Project: Research
-
CHEETAH: Challenges in Evaluating Teams and Algorithms
Cheplygina, V. (PI), Sourget, T. (CoI), Classen, N. (CoI) & Nielsen, B. M. G. (Collaborator)
01/09/2025 → 31/08/2030
Project: Research