Yinzhe Wu

Royal Brompton Hospital — United Kingdom

Medicine · Health Sciences

10h-index427citations60works2.32yr avg
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Research Topics

Advanced MRI Techniques and Applications(32), Medical Imaging Techniques and Applications(16), Advanced Neuroimaging Techniques and Applications(12), Cardiac Imaging and Diagnostics(11), Medical Image Segmentation Techniques(7)

Publications60 total

Lightweight Hypercomplex MRI Reconstruction: A Generalized Kronecker-Parameterized Approach
Lecture notes in computer science·2026
Enabling Ultra-Fast Cardiovascular Imaging Across Heterogeneous Clinical Environments with a Generalist Foundation Model and Multimodal Database
ArXiv.org·2025Open Access
Enabling Ultra-Fast Cardiovascular Imaging Across Heterogeneous Clinical Environments with a Generalist Foundation Model and Multimodal Database
arXiv (Cornell University)·2025Open Access
Cyclic Self-Supervised Diffusion for Ultra Low-field to High-field MRI Synthesis
arXiv (Cornell University)·2025Open Access
From Coarse to Continuous: Progressive Refinement Implicit Neural Representation for Motion-Robust Anisotropic MRI Reconstruction
arXiv (Cornell University)·2025Open Access
Decoupling Multi-Contrast Super-Resolution: Self-Supervised Implicit Re-Representation for Unpaired Cross-Modal Synthesis
ArXiv.org·2025Open Access
RSFR: A Coarse-to-Fine Reconstruction Framework for Diffusion Tensor Cardiac MRI with Semantic-Aware Refinement
arXiv (Cornell University)·2025Open Access
Spreading Depolarization Detection in Electrocorticogram Spectrogram Imaging by Deep Learning: Is it Just About Delta Band?
2025Open Access
Enhancing Diffusion-Weighted Images (DWI) for Diffusion MRI: Is it Enough without Non-Diffusion-Weighted B=0 Reference?
2025Open Access
Is Fitting Error a Reliable Metric for Assessing Deformable Motion Correction in Quantitative MRI?
2025
Relational Anatomical Supervision for Accurate 3D Multi-Chamber Cardiac Mesh Reconstruction
ArXiv.org·2025Open Access
Lightweight Hypercomplex MRI Reconstruction: A Generalized Kronecker-Parameterized Approach
arXiv (Cornell University)·2025Open Access
Towards Modality- and Sampling-Universal Learning Strategies for Accelerating Cardiovascular Imaging: Summary of the CMRxRecon2024 Challenge
ArXiv.org·2025Open Access
On the caveats of AI autophagy
Nature Machine Intelligence·2025· 13 citedOpen Access
Towards Modality- and Sampling-Universal Learning Strategies for Accelerating Cardiovascular Imaging: Summary of the CMRxRecon2024 Challenge
IEEE Transactions on Medical Imaging·2025
Enhanced DTCMR With Cascaded Alignment and Adaptive Diffusion
IEEE Transactions on Medical Imaging·2024· 1 cited
Low-rank based motion correction followed by automatic frame selection in diffusion tensor CMR
Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition·2024
Data- and Physics-Driven Deep Learning Based Reconstruction for Fast MRI: Fundamentals and Methodologies
IEEE Reviews in Biomedical Engineering·2024· 10 cited
Enhancing global sensitivity and uncertainty quantification in medical image reconstruction with Monte Carlo arbitrary-masked mamba
Medical Image Analysis·2024· 14 citedOpen Access
Explicit Differentiable Slicing and Global Deformation for Cardiac Mesh Reconstruction
arXiv (Cornell University)·2024Open Access
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Frequent Co-authors

Guang Yang(36), Fanwen Wang(21), Jiahao Huang(17), David Firmin(11), Sònia Nielles‐Vallespin(11), Pedro Ferreira(10), Andrew D. Scott(10), Zhifan Gao(9), Peter Gatehouse(9), Dudley J. Pennell(9), Nan Yang(8), Carola‐Bibiane Schönlieb(8), Xiaodan Xing(8), Jiahao Huang(7), Yingying Fang(7), Javier Del Ser(6), Angelica I. Avilés-Rivero(6), Camila Muñoz(6), Ke Wen(6), Yaqing Luo(6)