Viet-Thanh Nguyen, Van-Truong Pham, and Thi-Thao Tran. "AC-MAMBASEG: An adaptive convolution and Mamba-based architecture for enhanced skin lesion segmentation.", GTSD 2024 (accepted), (2024).Arxiv Preprint pdf Python code
Thanh-Thu Nguyen, Binh-Duong Dinh, Van-Truong Pham, Thi-Thao Tran, "CMC-Net: A New Transformer-based Architecture for Polyp Segmentationt," 16th International Conference on Computing and Communication Technologies (RIVF 2023), 2023. (Accepted). Python code
Binh-Duong Dinh, Thanh-Thu Nguyen, Thi-Thao Tran, Van-Truong Pham, "1M parameters are enough? A lightweight CNN-based model for medical image segmentation," Asia Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC), 2023, Link. Python code
Ngoc-Tu Vu, Viet-Tien Pham, Van-Truong Pham, Thi-Thao Tran, "CPA-Unet: A Solution for Left Ventricle Segmentation from Magnetic Resonance Images," International Conference on System Science and Engineering (ICSSE), 2023. Link to IEEE. Python code
Manh-Hung Vu, Van-Quang Nguyen, Van-Truong Pham, Thi-Thao Tran, "A New ConvMixer-based Approach for Diagnosis of Fault Bearing using Signal Spectrum," 12th Conference on Information Technology and its Applications (CITA), 2023. Link to Springer. Python code
Hoang-Minh-Quang Le, Trung-Kien Le, Van-Truong Pham, Thi-Thao Tran, "AMG-Mixer: A Multi-Axis Attention MLP-Mixer Architecture for Biomedical Image Segmentation" 12th Conference on Information Technology and its Applications (CITA), 2023. Link to Springer. Python code
Ngoc-Du Tran, Dinh-Quoc-Dai Nguyen, Ngoc-Linh-Chi Nguyen, Van-Truong Pham, Thi-Thao Tran, "A Multi Context Decoder-based Network with Applications for Polyp Segmentation in Colonoscopy Images," 12th Conference on Information Technology and its Applications (CITA), 2023. (Best Paper Award Runners Up). Link to Springer. Python code
Do-Hai-Ninh Nham, Minh-Nhat Trinh, Viet-Dung Nguyen, Van-Truong Pham*, Thi-Thao Tran*, "An EfficientNet-encoder U-Net Joint Residual Refinement Module with Tversky-Kahneman Baroni–Urbani–Buser Loss for Biomedical Image Segmentation," Biomedical Signal Processing and Control, 2023. Paper , Python
Manh-Hung Vu, Van-Quang Nguyen, Thi-Thao Tran, Van-Truong Pham "A New ConvMixer-Based Approach for Diagnosis of Fault Bearing Using Signal Spectrum"12th Conference on Information Technology and its Applications (CITA), 2023.,Springer Link Python
Trung-Kien Le, Hoang-Minh-Quang Le, Thi-Thao Tran, Van-Truong Pham, "MSMA-Net: A Multi-scale Multidirectional Adaptation Network for Polyp Segmentation," 16th International Conference on Computing and Communication Technologies (RIVF 2022), 2022 Link to IEEE, Python
Hoang-Minh-Quang Le, Trung-Kien Le, Van-Truong Pham, Thi-Thao Tran, "AMG-Mixer: A Multi-Axis Attention MLP-Mixer Architecture for Biomedical Image Segmentation" 12th Conference on Information Technology and its Applications (CITA), 2023.,Springer Link , Python
Minh-Nhat Trinh, Do-Hai-Ninh Nham, Van-Truong Pham, Thi-Thao Tran, "An Attention-PiDi-UNet and Focal Active Contour loss for Biomedical Image Segmentation," 16th International Conference on Computing and Communication Technologies (RIVF 2022), 2022 Link to IEEE. Python
Minh-Nhat Trinh, Nhu-Toan Nguyen, Thi-Thao Tran, Van-Truong Pham, "A Deep Learning-based Approach with Image-driven Active Contour Loss for Medical Image Segmentation", International Conference on Data Science and Applications (ICDSA 2021) .Link to Springer Python
Minh-Nhat Trinh, Nhu-Toan Nguyen, Thi-Thao Tran, Van-Truong Pham, "A Semisupervised Deep Learning-based Approach with Multiphase Active Contour Loss for Left Ventricle Segmentation from CMR Images" , International Conference on Sustainable Computing (SUSCOM 2021).Link to Springer Python
Hsu-Wen V.Young, Ke-Hsin Hsu, Van-Truong Pham, Thi-Thao Tran, Men-Tzung Lo, “A new approach to sparse decomposition of nonstationary signals with multiple scale structures using self-consistent nonlinear waves,” Physica A: Statistical Mechanics and its Applications, vol.481, pp.1-10, 1 September 2017. [Link to Elsevier], Matlab code
Viet-Dung Nguyen, Do-Hai-Ninh Nham, Van-Truong Pham, Thi-Thao Tran*, "U-shape-based architecture with Adjusted Bilateral Guided Aggregation Layer for nuclei image segmentation," The 9th International Conference on Communications and Electronics (ICCE22), 2022. Link to IEEE Python code
Do-Hai-Ninh Nham, Minh-Nhat Trinh, Van-Truong Pham, Thi-Thao Tran* "Tversky-Kahneman: A New Loss Function For Skin Lesion Image Segmentation," The 3rd International Conference on Data Science and Applications (ICDSA 2022), 2022. Python code
Do-Hai-Ninh Nham, Minh-Nhat Trinh, Tien-Thanh Tran, Van-Truong Pham, Thi-Thao Tran*, "A Modified FCN-Based Method for Left Ventricle Endocardium and Epicardium Segmentation with New Block Modules ", 8th NAFOSTED Conference on Information and Computer Science, 2021 (NICS'21) Link to IEEE Python code