Organisation profile
Organisation profile
ACTIVITIES
Research focuses on both healthy individuals and patients, as well as animal models to better understand different diseases. The team primarily uses advanced brain imaging technologies (fMRI, MRI, PET), but they also study how memory and cognitive abilities are influenced by various factors, beyond just the brain’s structure.
With a strong focus on improving patient care, the BraINE group develops advanced methods for analysing medical images, using radiomics (which extracts detailed information from images) and deep learning (artificial intelligence techniques that help detect complex patterns in the images).
Current projects focus on brain diseases that worsen over time, such as brain tumours, Alzheimer’s and Parkinson’s, as well as the long-term effects of COVID-19 on the brain.
The team is affiliated with both the Department of Cancer Research and the Department of Precision Health at the LIH.
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Collaborations and top research areas from the last five years
Profiles
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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) & Shim, S. (Partner)
FNR - Fonds National de la Recherche
5/01/25 → 5/10/27
Project: Research
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RADIO-D2R2: Radiomics for the differential diagnosis of radio-necrosis vs. progression after stereotactic radiotherapy of oligometastasis
Keunen, O. (PI), Vogin, G. (CoPI), Nazarov, P. (Partner), Zhang, L. (Participant) & Palissot, V. (Participant)
1/10/24 → 30/09/26
Project: Research
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Data-driven clinical decision support tool for diagnosing mild cognitive impairment in Parkinson’s disease
NCER-PD Consortium, 12 Jan 2026, In: npj Parkinson's Disease. 12, 1, p. 15 15.Research output: Contribution to journal › Article › Research › peer-review
Open Access -
Development of a highly differentiated rat brain organoid model for exploring glioblastoma invasion dynamics and therapy
Zhou, W., Martinez-Garcia, E., Sarnow, K., Kanli, G., Nazarov, P. V., Li, Y., Schwab, S. G., Meiser, J., Jaeger, C., Mieczkowski, J., Misztak, A., Thorsen, F. A., Grützmann, K., Mihaljevic, B., Van Loon, B., Hossain, J. A., Zhang, Y., Xue, Z., Li, W. & Moreino, S. S. & 17 others, , 1 Mar 2026, In: Neuro-Oncology. 28, 3, p. 626-642 17 p., noaf271.Research output: Contribution to journal › Article › Research › 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., Niederer, S., Newby, D., McCulloch, A., Omens, J., Pushprajah, K. & Young, A., 14 Apr 2026, In: IEEE Transactions on Medical Imaging. PP, 15 p.Research output: Contribution to journal › Article › Research › peer-review
Open Access