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Projects
- 1 Active
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PREDIPET-AD: Predictive PET imaging of Alzheimer’s Disease
Keunen, O. (PI), Perquin, M. (Partner), McIntyre, D. (Partner), Luo, G. (Partner) & Deng, Y. (Partner)
FNR - Fonds National de la Recherche
1/09/25 → 31/05/28
Project: Research
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Foundation models for brain imaging: A systematic review
Ghamizi, S., Kanli, G., Deng, Y., Palissot, V., Perquin, M. & Keunen, O., Jun 2026, In: NeuroImage. 333, 121877.Research output: Contribution to journal › Review article › peer-review
Open Access2 Citations (Scopus) -
MorphiNet: A Graph Subdivision Network for Adaptive Bi-Ventricle Surface Reconstruction
Deng, Y., Xu, Y., Qian, L., Mauger, C., Nasopoulou, A., Williams, S., Williams, M. C., Niederer, S., Newby, D. E., Mcculloch, A. D., Omens, J., Pushprajah, K. & Young, A. A., Jul 2026, In: IEEE Transactions on Medical Imaging. 45, 7, p. 3677-3691 15 p.Research output: Contribution to journal › Article › Research › peer-review
Open Access1 Citation (Scopus) -
Adaptive Bi-ventricle Surface Reconstruction from Cardiovascular Imaging
Deng, Y., Xu, Y., Qian, L., Nasopoulou, A., Williams, S., Williams, M., Niederer, S., Pushprajah, K. & Young, A., 2025, Shape in Medical Imaging - International Workshop, ShapeMI 2024, Held in Conjunction with MICCAI 2024, Proceedings. Wachinger, C., Paniagua, B., Elhabian, S., Luijten, G., Luijten, G. & Egger, J. (eds.). Springer Science and Business Media Deutschland GmbH, p. 112-122 11 p. (Lecture Notes in Computer Science; vol. 15275 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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An Open-Source End-to-End Pipeline for Generating 3D+t Biventricular Meshes from Cardiac Magnetic Resonance Imaging
Dillon, J. R., Mauger, C., Zhao, D., Deng, Y., Petersen, S. E., McCulloch, A. D., Young, A. A. & Nash, M. P., 2025, Functional Imaging and Modeling of the Heart - 13th International Conference, FIMH 2025, Proceedings. Chabiniok, R., Zou, Q., Hussain, T., Nguyen, H. H., Zaha, V. G. & Gusseva, M. (eds.). Springer Science and Business Media Deutschland GmbH, p. 372-383 12 p. (Lecture Notes in Computer Science; vol. 15673 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
3 Citations (Scopus) -
Brain Imaging Foundation Models, Are We There Yet? A Systematic Review of Foundation Models for Brain Imaging and Biomedical Research
Ghamizi, S., Kanli, G., Deng, Y., Perquin, M. & Keunen, O., 17 Jun 2025, 28 p.Research output: Other contribution › peer-review