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Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 3 Good Health and Well-being
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Collaborations and top research areas from the last five years
Research output
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A Reality Check of Vision-Language Pre-training in Radiology: Have We Progressed Using Text?
Silva-Rodríguez, J., Dolz, J. & Ayed, I. B., 2026, Information Processing in Medical Imaging - 29th International Conference, IPMI 2025, Proceedings. Oguz, I., Zhang, S. & Metaxas, D. N. (eds.). Springer Science and Business Media Deutschland GmbH, p. 294-309 16 p. (Lecture Notes in Computer Science; vol. 15830 LNCS).Research output: Contribution to Book/Report types › Contribution to conference proceedings › peer-review
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Few-Shot, Now for Real: Medical VLMs Adaptation Without Balanced Sets or Validation
Silva-Rodríguez, J., Shakeri, F., Bahig, H., Dolz, J. & Ben Ayed, I., 2026, Medical Image Computing and Computer Assisted Intervention, MICCAI 2025 - 28th International Conference, Proceedings. Gee, J. C., Hong, J., Sudre, C. H., Golland, P., Alexander, D. C., Iglesias, J. E., Venkataraman, A. & Kim, J. H. (eds.). Springer Science and Business Media Deutschland GmbH, p. 237-247 11 p. (Lecture Notes in Computer Science; vol. 15966 LNCS).Research output: Contribution to Book/Report types › Contribution to conference proceedings › peer-review
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Full Conformal Adaptation of Medical Vision-Language Models
Silva-Rodríguez, J., Fillioux, L., Cournède, P. H., Vakalopoulou, M., Christodoulidis, S., Ayed, I. B. & Dolz, J., 2026, Information Processing in Medical Imaging - 29th International Conference, IPMI 2025, Proceedings. Oguz, I., Zhang, S. & Metaxas, D. N. (eds.). Springer Science and Business Media Deutschland GmbH, p. 278-293 16 p. (Lecture Notes in Computer Science; vol. 15830 LNCS).Research output: Contribution to Book/Report types › Contribution to conference proceedings › peer-review
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Reflect: Rectified Flows for Efficient Brain Anomaly Correction Transport
Beizaee, F., Hajimiri, S., Ben Ayed, I., Lodygensky, G., Desrosiers, C. & Dolz, J., 2026, Medical Image Computing and Computer Assisted Intervention, MICCAI 2025 - 28th International Conference, Proceedings. Gee, J. C., Hong, J., Sudre, C. H., Golland, P., Alexander, D. C., Iglesias, J. E., Venkataraman, A. & Kim, J. H. (eds.). Springer Science and Business Media Deutschland GmbH, p. 456-466 11 p. (Lecture Notes in Computer Science; vol. 15963 LNCS).Research output: Contribution to Book/Report types › Contribution to conference proceedings › peer-review
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Regularized Low-Rank Adaptation for Few-Shot Organ Segmentation
Baklouti, G., Silva-Rodríguez, J., Dolz, J., Bahig, H. & Ben Ayed, I., 2026, Medical Image Computing and Computer Assisted Intervention, MICCAI 2025 - 28th International Conference, Proceedings. Gee, J. C., Hong, J., Sudre, C. H., Golland, P., Alexander, D. C., Iglesias, J. E., Venkataraman, A. & Kim, J. H. (eds.). Springer Science and Business Media Deutschland GmbH, p. 517-527 11 p. (Lecture Notes in Computer Science; vol. 15966 LNCS).Research output: Contribution to Book/Report types › Contribution to conference proceedings › peer-review
1 Citation (Scopus)
Datasets
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lich0031/AIDE: First release of AIDE
Wang, S. (Creator), Li, C. (Creator), Wang, R. (Creator), Liu, Z. (Creator), Wang, M. (Creator), Tan, H. (Creator), Wu, Y. (Creator), Liu, X. (Creator), Sun, H. (Creator), Yang, R. (Creator), Liu, X. (Creator), Chen, J. (Creator), Zhou, H. (Creator), Ben Ayed, I. (Creator) & Zheng, H. (Creator), Zenodo, 16 Sept 2021
Dataset
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