Veronika Cheplygina

E-mailvechitudk

4E, RLV
Danmark

Publikationer pr. år

Emneord

Machine Learning
Medical image analysis
Pattern recognition
Open science

Fingeraftryk

Dyk ned i forskningsemnerne, hvor Veronika Cheplygina er aktive. Disse emneetiketter kommer fra dennes persons arbejder. Sammen danner de et unikt fingerprint.

1 Lignende profiler

11 Tidsskriftartikel
10 Konferencebidrag i proceedings
2 Paper
1 Rapport
Mere

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
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 flere, Cardoso, M. J., Simpson, A., Kopp-Schneider, A., Varoquaux, G., Colliot, O. & Maier-Hein, L., 7 maj 2025.
Publikation: Working paper › Preprint

Fil
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 flere, 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, s. 511-531 20 s.
Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

Åben adgang
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, s. 102-115 14 s. (Lecture Notes in Computer Science, Bind 15917).
Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › 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 maj 2025, I: Journal of Imaging Informatics in Medicine. 18 s.
Publikation: Artikel i tidsskrift og konference artikel i tidsskrift › Tidsskriftartikel › Forskning › peer review

Åben adgang

1 Igangværende
3 Afsluttet

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
Projekter: Projekt › Forskning
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
Projekter: Projekt › Forskning
MMC: Making Metadata Count
Cheplygina, V. (PI), Sánchez, A. J. (CoI) & Sourget, T. (CoI)
Danmarks Frie Forskningsfond
01/10/2022 → 30/09/2025
Projekter: Projekt › Forskning
CHEETAH: Challenges in Evaluating Teams and Algorithms
Cheplygina, V. (PI), Sourget, T. (CoI), Classen, N. (CoI) & Nielsen, B. M. G. (Samarbejdspartner)
Novo Nordisk Foundation
01/09/2025 → 31/08/2030
Projekter: Projekt › Forskning

Medicinsk AI prætrænes på kattebilleder: Vi overvejer sjældent, hvad konsekvenserne er
Cheplygina, V.
18/01/2022
1 Mediebidrag
Presse/medie

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
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

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. 2023
Aktivitet: Medlemsskab - typer › Medlemskab af bedømmelsesudvalg

Veronika Cheplygina

Personlig profil

Emneord

Fingeraftryk

Samarbejde og topforskningsområder i de sidste fem år

Dyk ned i detaljerne

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 (Begivenhed)

Veronika Cheplygina

Personlig profil

Emneord

Fingeraftryk

Samarbejde og topforskningsområder i de sidste fem år

Publikation

Projekter

Presse/medier

Forskningsdatasæt

Aktiviteter