CODES

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 

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., 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