• AVITECH Research Group

  • Research Projects

    Epilepsy

    Selected Publications

    Le Trung Thanh, Nguyen Thi Anh Dao, Nguyen Viet Dung, Nguyen Linh Trung, and Karim Abed-Meraim. Multi-channel EEG epileptic spike detection by a new method of tensor decomposition. IOP Journal of Neural Engineering, 17(1):016023, January 2020.

    Le Thanh Xuyen, Le Trung Thanh, Nguyen Linh Trung, Tran Thi Thuy Quynh, and Nguyen Duc Thuan. EEG source localization: A new multiway temporal-spatial-spectral analysis. In 2019 NAFOSTED Conference on Information and Computer Science (NICS), Hanoi, Vietnam, December 2019.

    Nguyen Thi Anh-Dao, Le Trung Thanh, Nguyen Linh-Trung, and Ha Vu Le. Nonnegative tensor decomposition for EEG epileptic spike detection. NAFOSTED Conference on Information and Computer Science (NICS), pages 196–201, Hanoi, Vietnam, November 2018. [Best paper award].

    Nguyen Thi Anh-Dao, Nguyen Linh-Trung, Nguyen Van-Ly, Tan Tran-Duc, Hoang-Anh The Nguyen, and Boualem Boashash. A multistage system for automatic detection of epileptic spikes. REV Journal on Electronics and Communications, 8(1–2):1–13, January–June 2018.

    Le Thanh Xuyen, Le Trung Thanh, Dinh Van Viet, Tran Quoc Long, Nguyen Linh-Trung, and Nguyen Duc Thuan. Deep learning for epileptic spike detection. VNU Journal of Science: Computer Science and Communication Engineering, 33(2):1–13, December 2017.

    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 […]