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Jiahao Huang
Jiahao Huang
在 imperial.ac.uk 的电子邮件经过验证
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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
42024
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
82024
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
32024
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
72023
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
102023
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
12023
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
32023
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
72023
Swin deformable attention hybrid U-Net for medical image segmentation
L Wang, J Huang, X Xing, G Yang
arXiv preprint arXiv:2302.14450, 2023
22023
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