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Ismail Ben Ayed

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Ismail Ben Ayed

  • 9033
    Citation count

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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):

  1. SDG 3 - Good Health and Well-being
    SDG 3 Good Health and Well-being

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Dive into the research topics where Ismail Ben Ayed is active. These topics are generated from this person's research output (titles and abstracts), as well as their research interests, awards, and organizations associated with them. Together, they form a unique digital fingerprint.
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Collaborations and top research areas from the last five years

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  • Information Maximization for Long-Tailed Semi-Supervised Domain Generalization

    Fillioux, L., Chakraborty, O., Gopée, Q., Marza, P., Cournède, P. H., Christodoulidis, S., Vakalopoulou, M., Ben Ayed, I. & Dolz, J., 2027, Medical Image Computing and Computer Assisted Intervention - MICCAI 2026 - 29th International Conference, 2026, Proceedings. Yang, G., Adeli, E., de Bruijne, M., de Bruijne, M., Papiez, B. W., Speidel, S., Tiwari, P., Zheng, G., Yaqub, M., Dou, Q. & Rekik, I. (eds.). Springer Science and Business Media Deutschland GmbH, p. 262-272 11 p. (Lecture Notes in Computer Science; vol. 16881 LNCS).

    Research output: Contribution to Book/Report types › Contribution to conference proceedings › peer-review

    Open Access

  • 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

    1 Citation (Scopus)

  • Are foundation models for computer vision good conformal predictors?

    Fillioux, L., Silva-Rodríguez, J., Ayed, I. B., Cournède, P. H., Vakalopoulou, M., Christodoulidis, S. & Dolz, J., 2026, In: Transactions on Machine Learning Research. 2026-March

    Research output: Contribution to journal › Journal Article › peer-review

  • 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

    Open Access
    2 Citations (Scopus)

  • 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

    1 Citation (Scopus)
View all 231 research outputs