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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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Dive into the research topics where José Dolz 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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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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BayesAdapter: Enhanced Uncertainty Estimation in CLIP Few-Shot Adaptation
Morales-Álvarez, P., Christodoulidis, S., Vakalopoulou, M., Piantanida, P. & Dolz, J., Feb 2026, In: International Journal of Computer Vision. 134, 2, 51.Research output: Contribution to journal › Journal Article › 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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MAD-AD: Masked Diffusion for Unsupervised Brain Anomaly Detection
Beizaee, F., Lodygensky, G., Desrosiers, C. & 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. 139-153 15 p. (Lecture Notes in Computer Science; vol. 15830 LNCS).Research output: Contribution to Book/Report types › Contribution to conference proceedings › peer-review