Low-rank based motion correction followed by automatic frame selection in DT-CMR F Wang, PF Ferreira, C Munoz, K Wen, Y Luo, J Huang, Y Wu, DJ Pennell, ... arXiv preprint arXiv:2406.13708, 2024 | | 2024 |
Groupwise Deformable Registration of Diffusion Tensor Cardiovascular Magnetic Resonance: Disentangling Diffusion Contrast, Respiratory and Cardiac Motions F Wang, Y Luo, K Wen, J Huang, PF Ferreira, Y Luo, Y Wu, C Munoz, ... arXiv preprint arXiv:2406.13788, 2024 | | 2024 |
Enhancing Global Sensitivity and Uncertainty Quantification in Medical Image Reconstruction with Monte Carlo Arbitrary-Masked Mamba J Huang, L Yang, F Wang, Y Wu, Y Nan, W Wu, C Wang, K Shi, ... arXiv preprint arXiv:2405.17659, 2024 | | 2024 |
When AI Eats Itself: On the Caveats of Data Pollution in the Era of Generative AI X Xing, F Shi, J Huang, Y Wu, Y Nan, S Zhang, Y Fang, M Roberts, ... arXiv preprint arXiv:2405.09597, 2024 | | 2024 |
Efficient post-processing of diffusion tensor cardiac magnetic imaging using texture-conserving deformable registration F Wang, PF Ferreira, Y Wu, C Munoz, K Wen, Y Luo, J Huang, DJ Pennell, ... Medical Imaging 2024: Clinical and Biomedical Imaging 12930, 214-219, 2024 | | 2024 |
High-resolution reference image assisted volumetric super-resolution of cardiac diffusion weighted imaging Y Wu, J Huang, F Wang, P Ferreira, A Scott, S Nielles-Vallespin, G Yang Medical Imaging 2024: Image Processing 12926, 515-518, 2024 | | 2024 |
Deep learning-based diffusion tensor cardiac magnetic resonance reconstruction: a comparison study J Huang, PF Ferreira, L Wang, Y Wu, AI Aviles-Rivero, CB Schönlieb, ... Scientific Reports 14 (1), 5658, 2024 | 4 | 2024 |
A Comparison of Diffusion Tensor CMR at 1.5 T and 3T A Scott, K Wen, Y Luo, J Huang, S Gover, R Soundarajan, P Ferreira, ... Journal of Cardiovascular Magnetic Resonance 26, 2024 | | 2024 |
Optimized Post-processing for Diffusion Tensor CMR with Texture-preserving Deformable Motion Correction F Wang, P Ferreira, C Munoz, K Wen, Y Luo, J Huang, D Pennell, A Scott, ... Journal of Cardiovascular Magnetic Resonance 26, 2024 | | 2024 |
Mambamir: An arbitrary-masked mamba for joint medical image reconstruction and uncertainty estimation J Huang, L Yang, F Wang, Y Wu, Y Nan, AI Aviles-Rivero, CB Schönlieb, ... arXiv preprint arXiv:2402.18451, 2024 | 8 | 2024 |
HAMLET: Graph Transformer Neural Operator for Partial Differential Equations A Bryutkin, J Huang, Z Deng, G Yang, CB Schönlieb, A Aviles-Rivero arXiv preprint arXiv:2402.03541, 2024 | 3 | 2024 |
Data and Physics driven Deep Learning Models for Fast MRI Reconstruction: Fundamentals and Methodologies J Huang, Y Wu, F Wang, Y Fang, Y Nan, C Alkan, L Xu, Z Gao, W Wu, ... arXiv preprint arXiv:2401.16564, 2024 | | 2024 |
Is attention all you need in medical image analysis? A review. G Papanastasiou, N Dikaios, J Huang, C Wang, G Yang IEEE Journal of Biomedical and Health Informatics, 2023 | 7 | 2023 |
A pedagogical approach of" Learning from Failure" for engineering students: observation and reflection on a Robotics Competition (RoboRoarZ-Edition 2) Q Huang, T Willems, A Kaur, KW Poon, B Samarakoon, MR Elara 2023 IEEE International Conference on Teaching, Assessment and Learning for …, 2023 | 10 | 2023 |
Style Transfer and Self-Supervised Learning Powered Myocardium Infarction Super-Resolution Segmentation L Wang, J Huang, X Xing, Y Wu, R Rajakulasingam, AD Scott, PF Ferreira, ... 2023 19th International Symposium on Medical Information Processing and …, 2023 | | 2023 |
Hybrid Swin Deformable Attention U-Net for Medical Image Segmentation L Wang, J Huang, X Xing, G Yang 2023 19th International Symposium on Medical Information Processing and …, 2023 | 1 | 2023 |
High-Resolution Reference Image Assisted Volumetric Super-Resolution of Cardiac Diffusion Weighted Imaging Y Wu, J Huang, F Wang, P Ferreira, A Scott, S Nielles-Vallespin, G Yang arXiv preprint arXiv:2310.20389, 2023 | | 2023 |
Beyond u: Making diffusion models faster & lighter S Calvo-Ordonez, J Huang, L Zhang, G Yang, CB Schonlieb, ... arXiv preprint arXiv:2310.20092, 2023 | 3 | 2023 |
Cdiffmr: Can we replace the gaussian noise with k-space undersampling for fast MRI? J Huang, AI Aviles-Rivero, CB Schönlieb, G Yang International Conference on Medical Image Computing and Computer-Assisted …, 2023 | 7 | 2023 |
Swin deformable attention hybrid U-Net for medical image segmentation L Wang, J Huang, X Xing, G Yang arXiv preprint arXiv:2302.14450, 2023 | 2 | 2023 |