Research output per year
Research output per year
Personal profile
Keywords
- Deep learning
- Medical imaging
- Health
- Curriculum learning
- Domain adaptation
- Federated learning
- Evaluation of AI
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Dive into the research topics where Amelia Jiménez Sánchez is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
- 1 Similar Profiles
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
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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
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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 others, , 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 -
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 -
[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). p. 1-22Research output: Conference Article in Proceeding or Book/Report chapter › Article in proceedings › Research › peer-review
Open Access -
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 Sept 2024, Advances in Neural Information Processing Systems 38 (NeurIPS 2024) : Datasets and Benchmarks Track. 2024 ed. Vol. NeurIPS. 22 p.Research output: Conference Article in Proceeding or Book/Report chapter › Article in proceedings › Research › peer-review
Open Access
Projects
- 2 Finished
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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
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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
Project: Research
Press/Media
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Cum Laude por una tesis sobre inteligencia artificial para diagnóstico médico
22/11/2021
1 item of Media coverage
Press/Media: Press / Media
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Cum laude en técnicas de Inteligencia Artificial para el soporte clínico del diagnóstico médico
02/11/2021
1 item of Media coverage
Press/Media: Press / Media
Datasets
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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
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Promoted by best.in.tum
Jiménez Sánchez, A. (Recipient), 2017
Prize: Prizes, scholarships, distinctions
Activities
- 1 Other
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Mentor at the DDSA Mentoring Programme
Jiménez Sánchez, A. (Participant)
24 Oct 2022 → 24 Feb 2023Activity: Other activity types › Other