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.
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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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[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 -
Detecting Shortcuts in Medical Images — A Case Study in Chest X-rays
Jiménez Sánchez, A., Juodelyte, D., Chamberlain, B. & Cheplygina, V., 2023.Research output: Contribution to conference - NOT published in proceeding or journal › Paper › Research › peer-review
Open Access -
Revisiting Hidden Representations in Transfer Learning for Medical Imaging
Juodelyte, D., Jiménez Sánchez, A. & Cheplygina, V., 15 Sept 2023, In: Transactions on Machine Learning Research.Research output: Journal Article or Conference Article in Journal › Journal article › Research › peer-review
Open Access -
Curriculum Learning for Improved Femur Fracture Classification: Scheduling Data with Prior Knowledge and Uncertainty
Jiménez Sánchez, A., Mateus, D., Kirchhoff, S., Kirchhoff, C., Biberthaler, P., Navab, N., González Ballester, M. A. & Piella, G., Jan 2022, In: Medical Image Analysis. 75, 102273Research output: Journal Article or Conference Article in Journal › Journal article › Research › peer-review
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
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
Prizes
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Promoted by best.in.tum
Jiménez Sánchez, A. (Recipient), 2017
Prize: Prizes, scholarships, distinctions
Projects
- 1 Active
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MMC: Making Metadata Count
Cheplygina, V. (PI), Jiménez Sánchez, A. (CoI) & Sourget, T. (CoI)
Independent Research Fund Denmark
01/10/2022 → 30/09/2025
Project: Research