Personal profile
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
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TASTI - XECS221002
Viviers, C. G. A. (Project member), Claessens, C. H. B. (Project member), De Espírito Santo e Caetano, F. (Project member), van der Sommen, F. (Project Manager) & de With, P. H. N. (Project member)
1/01/23 → 30/06/26
Project: Third tier
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XL-ARGOS extensie-0
van der Putten, J. A. (Project member), Fonollà, R. (Project member), Boers, T. (Project member), Viviers, C. G. A. (Project member), Dehghani, N. (Project member), Kusters, K. (Project member), Jaspers, T. J. M. (Project member), van Nierop, W. (Project member), Abdi, L. (Project member), van der Sommen, F. (Project Manager) & de With, P. H. N. (Project member)
26/03/20 → 30/06/25
Project: Third tier
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IGT System Test
de With, P. H. N. (Project Manager) & Viviers, C. G. A. (Project member)
1/01/20 → 31/12/23
Project: Research direct
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Next generation X-ray imaging system
de With, P. H. N. (Project Manager), van der Sommen, F. (Project member), Zavala Mondragon, L. A. (Project member), Manni, F. (Project member), Viviers, C. G. A. (Project member) & van der Hagen, D. (Project communication officer)
1/01/18 → 31/12/21
Project: Research direct
Research output
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Symmetrical Flow Matching: Unified Image Generation, Segmentation, and Classification with Score-Based Generative Models
Caetano, F., Viviers, C., De With, P. H. N. & van der Sommen, F., 14 Mar 2026, Proceedings of the 40th AAAI Conference on Artificial Intelligence. Koenig, S., Jenkins, C. & Taylor, M. E. (eds.). AAAI Press, p. 2498-2506 9 p. (Proceedings of the AAAI Conference on Artificial Intelligence; vol. 40, no. 4).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
1 Link opens in a new tab Citation (Scopus) -
AdverX-Ray: Ensuring X-Ray Integrity Through Frequency-Sensitive Adversarial VAEs
Caetano, F. (Corresponding author), Viviers, C., Filatova, L., de With, P. H. N. & van der Sommen, F., 11 Apr 2025, Medical Imaging 2025: Image Processing. Colliot, O. & Mitra, J. (eds.). SPIE, 8 p. 134060I. (Proceedings of SPIE; vol. 13406).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
Open AccessFile9 Downloads (Pure) -
Can Your Generative Model Detect Out-of-Distribution Covariate Shift?
Viviers, C. (Corresponding author), Valiuddin, A., Caetano, F., Abdi, L., Filatova, L., de With, P. & van der Sommen, F., 12 May 2025, Computer Vision – ECCV 2024 Workshops: Milan, Italy, September 29–October 4, 2024, Proceedings. Del Bue, A., Canton, C., Pont-Tuset, J. & Tommasi, T. (eds.). Springer, Vol. XVII. p. 184-201 18 p. (Lecture Notes in Computer Science (LNCS); vol. 15639).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
Open AccessFile3 Link opens in a new tab Citations (Scopus)27 Downloads (Pure) -
Investigating and Improving Latent Density Segmentation Models for Aleatoric Uncertainty Quantification in Medical Imaging
Amaan Valiuddin, M. M. (Corresponding author), Viviers, C. G. A., van Sloun, R. J. G., de With, P. H. N. & van der Sommen, F., Jan 2025, In: IEEE Transactions on Medical Imaging. 44, 1, p. 384-395 12 p., 10639444.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile3 Link opens in a new tab Citations (Scopus)37 Downloads (Pure) -
MedSymmFlow: Bridging Generative Modeling and Classification in Medical Imaging Through Symmetrical Flow Matching
Caetano, F. (Corresponding author), Abdi, L., Viviers, C., Valiuddin, A. & van der Sommen, F., 25 Sept 2025, Deep Generative Models: 5th MICCAI Workshop, DGM4MICCAI 2025, Held in Conjunction with MICCAI 2025, Daejeon, South Korea, September 23, 2025, Proceedings. Mukhopadhyay, A., Oksuz, I., Engelhardt, S., Mehrof, D. & Yuan, Y. (eds.). Cham: Springer, p. 35-45 11 p. (Lecture Notes in Computer Science (LNCS); vol. 16128).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
Open AccessFile1 Downloads (Pure)
Datasets
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AdverX-Ray: Ensuring X-Ray Integrity Through Frequency-Sensitive Adversarial VAEsPhilips X-ray Clock Phantom Dataset
Viviers, C. (Creator) & Caetano, F. (Data Manager), Zenodo, 12 Oct 2024
Dataset