Veronika Cheplygina

Emailvechitudk

4E, RLV
Denmark

Research activity per year

Keywords

Machine Learning
Medical image analysis
Pattern recognition
Open science

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1 Similar Profiles

11 Journal article
10 Article in proceedings
2 Paper
1 Report
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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, 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
False Promises in Medical Imaging AI? Assessing Validity of Outperformance Claims
Christodoulou, E., Reinke, A., Andrè, P., Godau, P., Kalinowski, P., Houhou, R., Erkan, S., Sudre, C. H., Burgos, N., Boutaj, S., Loizillon, S., Solal, M., Cheplygina, V., Heitz, C., Kozubek, M., Antonelli, M., Rieke, N., Gilson, A., Mayer, L. D. & Tizabi, M. D. & 6 others, Cardoso, M. J., Simpson, A., Kopp-Schneider, A., Varoquaux, G., Colliot, O. & Maier-Hein, L., 7 May 2025.
Research output: Working paper › Preprint

File
In the Picture: Medical Imaging Datasets, Artifacts, and their Living Review
Jiménez-Sánchez, A., Avlona, N.-R., de Boer, S., Campello, V. M., Feragen, A., Ferrante, E., Ganz, M., Gichoya, J. W., Gonzalez, C., Groefsema, S., Hering, A., Hulman, A., Joskowicz, L., Juodelyte, D., Kandemir, M., Kooi, T., Lérida, J. D. P., Li, L. Y., Pacheco, A. & Rädsch, T. & 9 others, Reyes, M., Sourget, T., van Ginneken, B., Wen, D., Weng, N., Xu, J. J., Zajaç, H. D., Zuluaga, M. A. & Cheplygina, V., 23 Jun 2025, FAccT '25: Proceedings of the 2025 ACM Conference on Fairness, Accountability, and Transparency. New York: Association for Computing Machinery, p. 511-531 20 p.
Research output: Conference Article in Proceeding or Book/Report chapter › Article in proceedings › Research › peer-review

Open Access
Learning to Harmonize Cross-Vendor X-ray Images by Non-linear Image Dynamics Correction
Lu, Y., Wang, S., Juodelyte, D. & Cheplygina, V., 15 Jul 2025, Medical Image Analysis and Understanding conference. Springer Nature Switzerland, p. 102-115 14 p. (Lecture Notes in Computer Science, Vol. 15917).
Research output: Conference Article in Proceeding or Book/Report chapter › Article in proceedings › Research › peer-review
Mask of Truth: Model Sensitivity to Unexpected Regions of Medical Images
Sourget, T., Hestbek-Møller, M., Jiménez Sánchez, A., Xu, J. J. & Cheplygina, V., 20 May 2025, In: Journal of Imaging Informatics in Medicine. 18 p.
Research output: Journal Article or Conference Article in Journal › Journal article › Research › peer-review

Open Access

1 Active
3 Finished

CATS : Choosing a Transfer Source for Medical Image Classification
Cheplygina, V. (PI), Juodelyte, D. (CoI) & Lu, Y. (CoI)
Novo Nordisk Foundation
01/10/2021 → 30/09/2025
Project: Research
Workshop `In the Picture: Medical Imaging Datasets´
Sánchez, A. J. (PI) & Cheplygina, V. (CoI)
Danish Data Science Academy (DDSA)
14/03/2024 → 31/12/2024
Project: Research
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
CHEETAH: Challenges in Evaluating Teams and Algorithms
Cheplygina, V. (PI), Sourget, T. (CoI), Classen, N. (CoI) & Nielsen, B. M. G. (Collaborator)
Novo Nordisk Foundation
01/09/2025 → 31/08/2030
Project: Research

Medicinsk AI prætrænes på kattebilleder: Vi overvejer sjældent, hvad konsekvenserne er
Cheplygina, V.
18/01/2022
1 Media contribution
Press/Media: Press / Media

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
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

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 2023
Activity: Membership types › Membership in review committee

Veronika Cheplygina

Personal profile

Keywords

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Collaborations and top research areas from the last five years

Dive into details

Augmenting Chest X-ray Datasets with Non-Expert Annotations

False Promises in Medical Imaging AI? Assessing Validity of Outperformance Claims

In the Picture: Medical Imaging Datasets, Artifacts, and their Living Review

Learning to Harmonize Cross-Vendor X-ray Images by Non-linear Image Dynamics Correction

Mask of Truth: Model Sensitivity to Unexpected Regions of Medical Images

CATS : Choosing a Transfer Source for Medical Image Classification

Workshop `In the Picture: Medical Imaging Datasets´

MMC: Making Metadata Count

CHEETAH: Challenges in Evaluating Teams and Algorithms

Medicinsk AI prætrænes på kattebilleder: Vi overvejer sjældent, hvad konsekvenserne er

SeagrassFinder: An Underwater Eelgrass Image Classification Dataset

NEATX: Non-Expert Annotations of Tubes in X-rays

Assessment committee for recruitment of assistant/associate professor in Data-Intensive Systems and Applications (Event)

Veronika Cheplygina

Personal profile

Keywords

Fingerprint

Collaborations and top research areas from the last five years

Research output

Projects

Press/Media

Datasets

Activities