Ruoyou Wu

21 papers Journal 14Unranked 7
YearRankTypeTitle / Venue / Authors
2026 J jnl
Spherical Harmonics Representation Learning for High-Fidelity and Generalizable Super-Resolution in Diffusion MRI.
IEEE Trans. Biomed. Eng.
Ruoyou Wu, Jian Cheng, Cheng Li, Juan Zou, Wenxin Fan, Xinrui Ma, Hua Guo, Yong Liang, Shanshan Wang
2025 — conf
3D Anatomical Structure-Guided Deep Learning for Accurate Diffusion Microstructure Imaging.
ISBI
Xinrui Ma, Jian Cheng, Wenxin Fan, Ruoyou Wu, Yongquan Ye, Shanshan Wang
2025 J jnl
3D Anatomical Structure-guided Deep Learning for Accurate Diffusion Microstructure Imaging.
CoRR
Xinrui Ma, Jian Cheng, Wenxin Fan, Ruoyou Wu, Yongquan Ye, Shanshan Wang
2025 J jnl
Cross-Sequence Semi-Supervised Learning for Multi-Parametric MRI-Based Visual Pathway Delineation.
CoRR
Alou Diakite, Cheng Li, Lei Xie, Yuanjing Feng, Ruoyou Wu, Jianzhong He, Hairong Zheng, Shanshan Wang
2025 J jnl
Generalizable Reconstruction for Accelerating MR Imaging via Federated Learning With Neural Architecture Search.
IEEE Trans. Medical Imaging
Ruoyou Wu, Cheng Li, Juan Zou, Xinfeng Liu, Hairong Zheng, Shanshan Wang
2025 J jnl
Physics-Guided Diffusion Transformer with Spherical Harmonic Posterior Sampling for High-Fidelity Angular Super-Resolution in Diffusion MRI.
CoRR
Mu Nan, Taohui Xiao, Ruoyou Wu, Shoujun Yu, Ye Li, Hairong Zheng, Shanshan Wang
2024 — conf
AID-DTI: Accelerating High-Fidelity Diffusion Tensor Imaging with Detail-Preserving Model-Based Deep Learning.
CDMRI@MICCAI
Wenxin Fan, Jian Cheng, Cheng Li, Jing Yang, Ruoyou Wu, Juan Zou, Shanshan Wang
2024 J jnl
AID-DTI: Accelerating High-fidelity Diffusion Tensor Imaging with Detail-Preserving Model-based Deep Learning.
CoRR
Wenxin Fan, Jian Cheng, Cheng Li, Xinrui Ma, Jing Yang, Juan Zou, Ruoyou Wu, Qiegen Liu, Shanshan Wang
2024 J jnl
AID-DTI: Accelerating High-fidelity Diffusion Tensor Imaging with Detail-preserving Model-based Deep Learning.
CoRR
Wenxin Fan, Jian Cheng, Cheng Li, Jing Yang, Ruoyou Wu, Juan Zou, Shanshan Wang
2024 — conf
CSR-dMRI: Continuous Super-Resolution of Diffusion MRI with Anatomical Structure-Assisted Implicit Neural Representation Learning.
MLMI@MICCAI (1)
Ruoyou Wu, Jian Cheng, Cheng Li, Juan Zou, Jing Yang, Wenxin Fan, Yong Liang, Shanshan Wang
2024 J jnl
DeepMpMRI: Tensor-decomposition Regularized Learning for Fast and High-Fidelity Multi-Parametric Microstructural MR Imaging.
CoRR
Wenxin Fan, Jian Cheng, Cheng Li, Xinrui Ma, Jing Yang, Juan Zou, Ruoyou Wu, Zan Chen, Yuanjing Feng, Hairong Zheng, Shanshan Wang
2024 J jnl
Model-based federated learning for accurate MR image reconstruction from undersampled k-space data.
Comput. Biol. Medicine
Ruoyou Wu, Cheng Li, Juan Zou, Yong Liang, Shanshan Wang
2024 J jnl
Self-Supervised Federated Learning for Fast MR Imaging.
IEEE Trans. Instrum. Meas.
Juan Zou, Tingrui Pei, Cheng Li, Ruoyou Wu, Shanshan Wang
2024 — conf
Simultaneous Q-Space Sampling Optimization and Reconstruction for Fast and High-Fidelity Diffusion Magnetic Resonance Imaging.
ISBI
Jing Yang, Jian Cheng, Cheng Li, Wenxin Fan, Juan Zou, Ruoyou Wu, Qiegen Liu, Hairong Zheng, Shanshan Wang
2024 J jnl
Simultaneous q-Space Sampling Optimization and Reconstruction for Fast and High-fidelity Diffusion Magnetic Resonance Imaging.
CoRR
Jing Yang, Jian Cheng, Cheng Li, Wenxin Fan, Juan Zou, Ruoyou Wu, Shanshan Wang
2023 — conf
FedAutoMRI: Federated Neural Architecture Search for MR Image Reconstruction.
ISIC/Care-AI/MedAGI/DeCaF@MICCAI
Ruoyou Wu, Cheng Li, Juan Zou, Shanshan Wang
2023 — conf
Iterative Data Refinement for Self-Supervised Learning MR Image Reconstruction.
ISBI
Xue Liu, Juan Zou, Tao Sun, Ruoyou Wu, Xiawu Zheng, Cheng Li, Shanshan Wang
2023 J jnl
PARCEL: Physics-Based Unsupervised Contrastive Representation Learning for Multi-Coil MR Imaging.
IEEE ACM Trans. Comput. Biol. Bioinform.
Shanshan Wang, Ruoyou Wu, Cheng Li, Juan Zou, Ziyao Zhang, Qiegen Liu, Yan Xi, Hairong Zheng
2022 J jnl
PARCEL: Physics-based unsupervised contrastive representation learning for parallel MR imaging.
CoRR
Shanshan Wang, Ruoyou Wu, Cheng Li, Juan Zou, Hairong Zheng
2022 J jnl
SelfCoLearn: Self-supervised collaborative learning for accelerating dynamic MR imaging.
CoRR
Juan Zou, Cheng Li, Sen Jia, Ruoyou Wu, Tingrui Pei, Hairong Zheng, Shanshan Wang
2021 — conf
Underwater Image Enhancement Based on Multi-Scale Spatial and Channel Attention Fusion.
ICIGP
Ruoyou Wu, Dexing Wang, Hongchun Yuan, Peng Gong