| Swin transformer for fast MRI J Huang, Y Fang, Y Wu, H Wu, Z Gao, Y Li, J Del Ser, J Xia, G Yang Neurocomputing 493, 281-304, 2022 | 86 | 2022 |
| Recent advances in fibrosis and scar segmentation from cardiac MRI: a state-of-the-art review and future perspectives Y Wu, Z Tang, B Li, D Firmin, G Yang Frontiers in Physiology 12, 709230, 2021 | 34 | 2021 |
| Fast and automated segmentation for the three-directional multi-slice cine myocardial velocity mapping Y Wu, S Hatipoglu, D Alonso-Álvarez, P Gatehouse, B Li, Y Gao, D Firmin, ... Diagnostics 11 (2), 346, 2021 | 30 | 2021 |
| Fast MRI Reconstruction: How Powerful Transformers Are? J Huang, Y Wu, H Wu, G Yang IEEE EMBC 2022, 2022 | 20 | 2022 |
| HDL: Hybrid Deep Learning for the Synthesis of Myocardial Velocity Maps in Digital Twins for Cardiac Analysis X Xing, J Del Ser, Y Wu, Y Li, J Xia, L Xu, D Firmin, P Gatehouse, G Yang IEEE Journal of Biomedical and Health Informatics, 2022 | 17 | 2022 |
| CS : A Controllable and Simultaneous Synthesizer of Images and Annotations with Minimal Human Intervention X Xing, J Huang, Y Nan, Y Wu, C Wang, Z Gao, S Walsh, G Yang MICCAI 2022, 2022 | 9 | 2022 |
| Automated Multi-Channel Segmentation for the 4D Myocardial Velocity Mapping Cardiac MR Y Wu, S Hatipoglu, D Alonso-Álvarez, P Gatehouse, D Firmin, J Keegan, ... SPIE Medical Imaging 2021, 2021 | 4 | 2021 |
| 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 | 3 | 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 Schonlieb, ... Nature Scientific Reports, 2024 | 3 | 2024 |
| Synthetic velocity mapping cardiac MRI coupled with automated left ventricle segmentation X Xing, Y Wu, D Firmin, P Gatehouse, G Yang Medical Imaging 2022: Image Processing 12032, 781-785, 2022 | 3 | 2022 |
| Three-dimensional embedded attentive RNN (3D-EAR) segmentor for left ventricle delineation from myocardial velocity mapping M Kuang, Y Wu, D Alonso-Álvarez, D Firmin, J Keegan, P Gatehouse, ... International Conference on Functional Imaging and Modeling of the Heart, 55-62, 2021 | 2 | 2021 |
| Data and Physics Driven Learning Models for Fast MRI--Fundamentals and Methodologies from CNN, GAN to Attention and Transformers J Huang, Y Fang, Y Nan, H Wu, Y Wu, Z Gao, Y Li, Z Wang, P Lio, ... arXiv preprint arXiv:2204.01706, 2022 | 1 | 2022 |
| An Ultra-Cheap Light Field Microscope for Volumetric Cellular Imaging Z Zheng, Y Wu, A Gurung, X Liu, LY Li, H Zhu, C Howe, P Quicke, ... 43rd Annual International Conference of the IEEE Engineering in Medicine and …, 2021 | 1 | 2021 |
| Real-Time Non-Invasive Imaging and Detection of Spreading Depolarizations through EEG: An Ultra-Light Explainable Deep Learning Approach Y Wu, S Jewell, X Xing, Y Nan, AJ Strong, G Yang, MG Boutelle IEEE Journal of Biomedical and Health Informatics, 2024 | | 2024 |
| Data and Physics driven Deep Learning Models for Fast MRI Reconstruction: Fundamentals and Methodologies J Huang*(co-first), Y Wu*(co-first), F Wang, Y Fang, Y Nan, C Alkan, L Xu, ... arXiv preprint arXiv:2401.16564, 2024 | | 2024 |
| Efficient Post-processing of Diffusion Tensor Cardiac Magnetic Imaging Using Texture-conserving Deformable Registration F Wang, PF Ferreira, Y Wu, AD Scott, C Munoz, K Wen, Y Luo, J Huang, ... SPIE Medical Imaging 2024, 2024 | | 2024 |
| 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 |
| 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 SPIE Medical Imaging 2024, 2023 | | 2023 |
| Global and regional reproducibility of phasic left ventricular myocardial velocities obtained by three-directional cine myocardial velocity mapping S Hatipoglu, J Keegan, D Alonso-Alvarez, Y Wu, G Yang, R Wage, ... Society for Cardiovascular Magnetic Resonance (SCMR) 24th Annual Meeting, 2021 | | 2021 |
| Multi-Channel U-Net (MCUNet) Based Fast and Automated Segmentation for the 3-Directional Multislice Cine Myocardial Velocity Mapping Y Wu, S Hatipoglu, D Alonso-Álvarez, P Gatehouse, D Firmin, J Keegan, ... Society for Cardiovascular Magnetic Resonance (SCMR) 24th Annual Meeting, 2021 | | 2021 |
Guang Yang, IEEE Senior MemberAssociate Professor & UKRI Future Leaders Fellow, Bioengineering/Imperial-X, Imperial College LondonVerified email at imperial.ac.uk
