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Dive into the research topics where Guanxiong Luo is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Projects
- 2 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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FM2MRI: Foundation Multi-modal Model for Modality Synthesis & Segmentation of Magnetic Resonance Images
Ghamizi, S. (PI), Keunen, O. (Scientific Advisor/Mentor) & Luo, G. (Partner)
FNR - Fonds National de la Recherche
5/01/25 → 5/10/27
Project: Research
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Generative priors for MRI reconstruction trained from magnitude-only images using phase augmentation
Luo, G., Wang, X., Blumenthal, M., Schilling, M., Kotikalapudi, R., Rauf, E., Focke, N. & Uecker, M., 19 Jun 2025, In: Philosophical transactions. Series A, Mathematical, physical, and engineering sciences. 383, 2299, 20240323.Research output: Contribution to journal › Article › Research › peer-review
Open Access -
Autoregressive Image Diffusion: Generation of Image Sequence and Application in MRI
Luo, G., Huang, S. & Uecker, M., 2024, In: Advances in Neural Information Processing Systems. 37Research output: Contribution to journal › Conference article › peer-review
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Noise Level Adaptive Diffusion Model for Robust Reconstruction of Accelerated MRI
Huang, S., Luo, G., Wang, X., Chen, Z., Wang, Y., Yang, H., Heng, P. A., Zhang, L. & Lyu, M., 2024, Medical Image Computing and Computer Assisted Intervention – MICCAI 2024 - 27th International Conference, Proceedings. Linguraru, M. G., Dou, Q., Feragen, A., Giannarou, S., Glocker, B., Lekadir, K. & Schnabel, J. A. (eds.). Springer Science and Business Media Deutschland GmbH, p. 498-508 11 p. (Lecture Notes in Computer Science; vol. 15007 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
2 Citations (Scopus) -
Using a deep learning prior for accelerating hyperpolarized 13C MRSI on synthetic cancer datasets
Wang, Z., Luo, G., Li, Y. & Cao, P., Sept 2024, In: Magnetic Resonance in Medicine. 92, 3, p. 945-955 11 p.Research output: Contribution to journal › Article › Research › peer-review
Open Access1 Citation (Scopus) -
Bayesian MRI reconstruction with joint uncertainty estimation using diffusion models
Luo, G., Blumenthal, M., Heide, M. & Uecker, M., Jul 2023, In: Magnetic Resonance in Medicine. 90, 1, p. 295-311 17 p.Research output: Contribution to journal › Article › Research › peer-review
Open Access56 Citations (Scopus)