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Hugo Aerts

 https://orcid.org/0000-0002-2122-2003
20092025

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  • 2025

    SynthBrainGrow: Synthetic Diffusion Brain Aging for Longitudinal MRI Data Generation in Young People

    Zapaishchykova, A., Kann, B. H., Tak, D., Ye, Z., Haas-Kogan, D. A. & Aerts, H. J. W. L., 2025, Deep Generative Models - 4th MICCAI Workshop, DGM4MICCAI 2024, Held in Conjunction with MICCAI 2024, Proceedings. Mukhopadhyay, A., Oksuz, I., Engelhardt, S., Mehrof, D. & Yuan, Y. (eds.). Springer Verlag, Vol. 15224 LNCS. p. 75-86 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 15224 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceeding › Academic › peer-review

  • 2024

    Cross-Care: Assessing the Healthcare Implications of Pre-training Data on Language Model Bias

    Chen, S., Gallifant, J., Gao, M., Moreira, P., Munch, N., Muthukkumar, A., Rajan, A., Kolluri, J., Fiske, A., Hastings, J., Aerts, H., Anthony, B., Celi, L. A., La Cava, W. G. & Bitterman, D. S., 1 Jan 2024, 38th Conference on Neural Information Processing Systems: NeurIPS 2024. Globerson, A., Mackey, L., Belgrave, D., Fan, A., Paquet, U., Tomczak, J. & Zhang, C. (eds.). Vancouver: Neural Information Processing Systems Foundation, Vol. 37. (Advances in Neural Information Processing Systems).

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceeding › Academic › peer-review

  • Language Models are Surprisingly Fragile to Drug Names in Biomedical Benchmarks

    Gallifant, J., Chen, S., Moreira, P., Munch, N., Gao, M., Pond, J., Aerts, H., Celi, L. A., Hartvigsen, T. & Bitterman, D. S., 1 Jan 2024, EMNLP 2024 - 2024 Conference on Empirical Methods in Natural Language Processing, Findings of EMNLP 2024. Al-Onaizan, Y., Bansal, M. & Chen, Y.-N. (eds.). Association for Computational Linguistics (ACL), p. 12448-12465 18 p. (Proceedings of the Conference on Empirical Methods in Natural Language Processing, EMNLP).

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceeding › Academic › peer-review

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