• AVITECH Research Group

  • Research Projects

    Generative AI in Medicine

    Selected Publications

    Trinh Ngoc Huynh, Nguyen Duc Kien, Nguyen Hai Anh, Dinh Tran Hiep, Manuela Vaneckova, Tomáš Uher, Jeroen Van Schependom, Stijn Denissen, Tran Quoc Long, Nguyen Linh Trung, and Guy Nagels. Latent representation learning from 3D brain MRI for interpretable prediction in multiple sclerosis. Machine Vision and Applications, September 2025. [under review]

    Dam Thai Ninh, Nguyen Duc Kien, Dinh Tran Hiep, Bui Duc Manh Miguel D’Haeseleer, Jeroen Van Schependom, Tran Quoc Long, Nguyen Linh Trung, and Guy Nagels. The privacy–utility trade-off in brain MRI synthesis: A comparative framework for generative models. In 14th International Symposium on Information and Communication Technology (SOICT), Nha Trang, Vietnam, 12–14 December 2025.

    SAME CATEGORY

    Signal Processing for Machine Learning

    Machine learning for signal processing

    Tensor Decomposition for Medicine

    Selected Publications L.T. Thanh, K. Abed-Meraim, N.L. Trung, P. Ravier, O. Buttelli, A. Holobar. Tensor-based Higher-Order Multivariate Singular Spectrum Analysis and Applications to Multichannel Biomedical Signal Analysis. Signal Processing, 2025. L.T. Thanh, K. Abed-Meraim, N.L. Trung. Higher-Order Singular Spectrum Analysis For Multichannel Biomedical Signal Analysis. European Signal Processing Conference (EUSIPCO), 2024. Le Trung Thanh, Nguyen […]