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\n  \n 2025\n \n \n (2)\n \n \n
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\n \n\n \n \n \n \n \n Latent Representation Learning from 3D Brain MRI for Interpretable Prediction in Multiple Sclerosis.\n \n \n \n\n\n \n Huynh, T. N.; Kien, N. D.; Anh, N. H.; Hiep, D. T.; Vaneckova, M.; Uher, T.; Van Schependom, J.; Denissen, S.; Long, T. Q.; Trung, N. L.; and Nagels, G\n\n\n \n\n\n\n arXiv preprint arXiv:2510.00051. 2025.\n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@article{huynh2025latent,\n  title={Latent Representation Learning from 3D Brain MRI for Interpretable Prediction in Multiple Sclerosis},\n  author={Huynh, Trinh Ngoc and Kien, Nguyen Duc and Anh, Nguyen Hai and Hiep, Dinh Tran and Vaneckova, Manuela and Uher, Tomas and Van Schependom, Jeroen and Denissen, Stijn and Long, Tran Quoc and Trung, Nguyen Linh and Nagels, G},\n  journal={arXiv preprint arXiv:2510.00051},\n  year={2025}\n}\n\n
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\n \n\n \n \n \n \n \n The Privacy–Utility Trade-off in Brain MRI Synthesis: A Comparative Framework for Generative Models.\n \n \n \n\n\n \n Ninh, D. T.; Kien, N. D.; Hiep, D. T.; D’Haeseleer, B. D. M. M.; Schependom, J. V.; Long, T. Q.; Trung, N. L.; and Nagels, G.\n\n\n \n\n\n\n In 14th International Symposium on Information and Communication Technology (SOICT), Nha Trang, Vietnam, December 2025. \n \n\n\n\n
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@InProceedings{dt.ninh2025:SoICT:GAN,\n  author  = {Dam Thai Ninh and Nguyen Duc Kien and Dinh Tran Hiep and Bui Duc Manh Miguel D’Haeseleer and Jeroen Van Schependom and Tran Quoc Long and Nguyen Linh Trung and Guy Nagels},\n  booktitle    = {14th International Symposium on Information and Communication Technology (SOICT)},\n  title        = {The Privacy–Utility Trade-off in Brain {MRI} Synthesis: A Comparative Framework for Generative Models},\n  year         = {2025},\n  address      = {Nha Trang, Vietnam},\n  month        = dec,\n}
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\n  \n 2024\n \n \n (3)\n \n \n
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\n \n\n \n \n \n \n \n Value of periodic and aperiodic EEG components to detect cognitive deterioration.\n \n \n \n\n\n \n Kien, N. D.; Akbarian, F.; Laton, J.; Engelborghs, S.; Van Schependom, J.; Trung, N. L.; and Nagels, G.\n\n\n \n\n\n\n In 2024 32nd European Signal Processing Conference (EUSIPCO), pages 1446–1450, 2024. IEEE\n \n\n\n\n
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@inproceedings{kien2024value,\n  title={Value of periodic and aperiodic EEG components to detect cognitive deterioration},\n  author={Kien, Nguyen Duc and Akbarian, Fahimeh and Laton, Jorne and Engelborghs, Sebastiaan and Van Schependom, Jeroen and Trung, Nguyen Linh and Nagels, Guy},\n  booktitle={2024 32nd European Signal Processing Conference (EUSIPCO)},\n  pages={1446--1450},\n  year={2024},\n  organization={IEEE}\n}\n\n
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\n \n\n \n \n \n \n \n Assessing the utility of the periodic and aperiodic components for detecting cognitive impairment in people with multiple sclerosis.\n \n \n \n\n\n \n Kien, N.; Akbarian, F; Manh, D.; Laton, J; Engelborghs, S; Van Schependom, J; Trung, N L.; and Nagels, G\n\n\n \n\n\n\n In IMSCOGS Conference, 2024. \n \n\n\n\n
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@inproceedings{kien2024assessing,\n  title={Assessing the utility of the periodic and aperiodic components for detecting cognitive impairment in people with multiple sclerosis},\n  author={Kien, ND and Akbarian, F and Manh, DQ and Laton, J and Engelborghs, S and Van Schependom, J and Trung, N Linh and Nagels, G},\n  booktitle={IMSCOGS Conference},\n  year={2024}\n}\n\n
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\n \n\n \n \n \n \n \n Upscale and Downscale Representation Filtering of Event-Related Potentials Improves Cognitive Classification in MS.\n \n \n \n\n\n \n Doan, Q.; Kien, N.; Trung, N.; Dinh, T.; Doan, T.; Dinh, L.; Laton, J; Van Schependom, J; and Nagels, G\n\n\n \n\n\n\n IMSCOGS Conference. 2024.\n \n\n\n\n
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@article{doan2024upscale,\n  title={Upscale and Downscale Representation Filtering of Event-Related Potentials Improves Cognitive Classification in MS},\n  author={Doan, QM and Kien, ND and Trung, NL and Dinh, TH and Doan, TX and Dinh, LD and Laton, J and Van Schependom, J and Nagels, G},\n  journal={IMSCOGS Conference},\n  year={2024}\n}\n\n
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