All Publications — CAMS Oxford Institute

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Deformation-Recovery diffusion model (DRDM): Instance deformation for image manipulation and synthesis

Zheng J-Q. et al, (2026), Medical Image Analysis, 110, 103987 - 103987

Manydepth2: Motion-Aware Self-Supervised Monocular Depth Estimation in Dynamic Scenes

Zhou K. et al, (2025), IEEE Robotics and Automation Letters, 10, 6704 - 6711

Unveiling fundamental principles: visualizing T cell immunity with explainable artificial intelligence

Tu L. et al, (2025), Medicine Plus, 2

Development of image-based method for the quantitative assessment of cartilage damage from CT as a biomarker in osteoarthritis

Zheng J., (2025)

Deformation-Recovery Diffusion Model (DRDM): Instance Deformation for Image Manipulation and Synthesis

Zheng J-Q. et al, (2024)

Labelling with dynamics: A data-efficient learning paradigm for medical image segmentation

Mo Y. et al, (2024), Medical Image Analysis, 95, 103196 - 103196

Superconducting qubit readout enhanced by path signature

Cao S. et al, (2024)

Bayesian Inference for Non-Linear Forward Model by Using a VAE-Based Neural Network Structure

Zhang Y. et al, (2024), IEEE Transactions on Signal Processing, 72, 1400 - 1411

Residual Aligner-based Network (RAN): Motion-separable structure for coarse-to-fine discontinuous deformable registration

Zheng J-Q. et al, (2024), Medical Image Analysis, 91, 103038 - 103038

Mgdepth: Motion-Guided Self-Supervised Monocular

zhou K. et al, (2024)

Densely Connected Swin-UNet for Multiscale Information Aggregation in Medical Image Segmentation

Wang Z. et al, (2023), 2023 IEEE International Conference on Image Processing (ICIP), 940 - 944

Accurate volume alignment of arbitrarily oriented tibiae based on a mutual attention network for osteoarthritis analysis

Zheng J-Q. et al, (2023), Computerized Medical Imaging and Graphics, 106, 102204 - 102204

When CNN Meet with ViT: Towards Semi-supervised Learning for Multi-class Medical Image Semantic Segmentation

Wang Z. et al, (2023), 424 - 441

Deep learning-based rapid generation of broadly reactive antibodies against SARS-CoV-2 and its Omicron variant

Lou H. et al, (2022), Cell Research, 33, 80 - 82

Recursive Deformable Image Registration Network with Mutual Attention

Zheng J-Q. et al, (2022)

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