Personlig profil
Emneord
- Deep learning
- Medical imaging
- Health
- Curriculum learning
- Domain adaptation
- Federated learning
- Evaluation of AI
Fingeraftryk
- 1 Lignende profiler
Samarbejde og topforskningsområder i de sidste fem år
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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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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, , 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
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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
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[Citation needed] Data usage and citation practices in medical imaging conferences
Sourget, T., Akkoç, A., Winther, S., Lyngbye Galsgaard, C., Jiménez Sánchez, A., Juodelyte, D., Petitjean, C. & Cheplygina, V., 2024, Medical Imaging with Deep Learning (MIDL). s. 1-22Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review
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Copycats: the many lives of a publicly available medical imaging dataset
Jiménez Sánchez, A., Avlona, N.-R., Juodelyte, D., Sourget, T., Vang-Larsen, C., Rogers, A., Zajac, H. D. & Cheplygina, V., 26 sep. 2024, Advances in Neural Information Processing Systems 38 (NeurIPS 2024) : Datasets and Benchmarks Track. 2024 udg. Bind NeurIPS. 22 s.Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review
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Projekter
- 2 Afsluttet
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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
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MMC: Making Metadata Count
Cheplygina, V. (PI), Sánchez, A. J. (CoI) & Sourget, T. (CoI)
01/10/2022 → 30/09/2025
Projekter: Projekt › Forskning
Presse/medier
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Cum Laude por una tesis sobre inteligencia artificial para diagnóstico médico
22/11/2021
1 element af Mediedækning
Presse/medie
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Cum laude en técnicas de Inteligencia Artificial para el soporte clínico del diagnóstico médico
02/11/2021
1 element af Mediedækning
Presse/medie
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
Priser
Aktiviteter
- 1 Andet
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Mentor at the DDSA Mentoring Programme
Jiménez Sánchez, A. (Deltager)
24 okt. 2022 → 24 feb. 2023Aktivitet: Andre aktivitetstyper › Andet