SelfCoLearn: Self-Supervised Collaborative Learning for Accelerating Dynamic MR Imaging
Zou, Juan, Li, Cheng, Jia, Sen, Wu, Ruoyou, Pei, Tingrui, Zheng, Hairong, Wang, Shanshan
Published in Bioengineering (Basel) (01.11.2022)
Published in Bioengineering (Basel) (01.11.2022)
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Journal Article
Knowledge-driven deep learning for fast MR imaging: Undersampled MR image reconstruction from supervised to un-supervised learning
Wang, Shanshan, Wu, Ruoyou, Jia, Sen, Diakite, Alou, Li, Cheng, Liu, Qiegen, Zheng, Hairong, Ying, Leslie
Published in Magnetic resonance in medicine (01.08.2024)
Published in Magnetic resonance in medicine (01.08.2024)
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Journal Article
Erratum to: Knowledge‐driven deep learning for fast MR imaging: Undersampled MR image reconstruction from supervised to un‐supervised learning (Magn Reson Med. 2024;92:496‐518)
Wang, Shanshan, Wu, Ruoyou, Jia, Sen, Diakite, Alou, Li, Cheng, Liu, Qiegen, Zheng, Hairong, Ying, Leslie
Published in Magnetic resonance in medicine (01.11.2024)
Published in Magnetic resonance in medicine (01.11.2024)
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Journal Article
Self-Supervised Federated Learning for Fast MR Imaging
Zou, Juan, Pei, Tingrui, Li, Cheng, Wu, Ruoyou, Wang, Shanshan
Published in IEEE transactions on instrumentation and measurement (2024)
Published in IEEE transactions on instrumentation and measurement (2024)
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Journal Article
Model-based federated learning for accurate MR image reconstruction from undersampled k-space data
Wu, Ruoyou, Li, Cheng, Zou, Juan, Liang, Yong, Wang, Shanshan
Published in Computers in biology and medicine (01.09.2024)
Published in Computers in biology and medicine (01.09.2024)
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Journal Article
PARCEL: Physics-Based Unsupervised Contrastive Representation Learning for Multi-Coil MR Imaging
Wang, Shanshan, Wu, Ruoyou, Li, Cheng, Zou, Juan, Zhang, Ziyao, Liu, Qiegen, Xi, Yan, Zheng, Hairong
Published in IEEE/ACM transactions on computational biology and bioinformatics (01.09.2023)
Published in IEEE/ACM transactions on computational biology and bioinformatics (01.09.2023)
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Journal Article
Iterative Data Refinement for Self-Supervised Learning MR Image Reconstruction
Liu, Xue, Zou, Juan, Sun, Tao, Wu, Ruoyou, Zheng, Xiawu, Li, Cheng, Wang, Shanshan
Published in 2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI) (18.04.2023)
Published in 2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI) (18.04.2023)
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Conference Proceeding
Simultaneous Q-Space Sampling Optimization and Reconstruction for Fast and High-Fidelity Diffusion Magnetic Resonance Imaging
Yang, Jing, Cheng, Jian, Li, Cheng, Fan, Wenxin, Zou, Juan, Wu, Ruoyou, Liu, Qiegen, Zheng, Hairong, Wang, Shanshan
Published in 2024 IEEE International Symposium on Biomedical Imaging (ISBI) (27.05.2024)
Published in 2024 IEEE International Symposium on Biomedical Imaging (ISBI) (27.05.2024)
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Conference Proceeding
AID-DTI: Accelerating High-fidelity Diffusion Tensor Imaging with Detail-preserving Model-based Deep Learning
Fan, Wenxin, Cheng, Jian, Li, Cheng, Yang, Jing, Wu, Ruoyou, Zou, Juan, Wang, Shanshan
Year of Publication 04.08.2024
Year of Publication 04.08.2024
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Journal Article
CSR-dMRI: Continuous Super-Resolution of Diffusion MRI with Anatomical Structure-assisted Implicit Neural Representation Learning
Wu, Ruoyou, Cheng, Jian, Li, Cheng, Zou, Juan, Yang, Jing, Fan, Wenxin, Liang, Yong, Wang, Shanshan
Year of Publication 04.04.2024
Year of Publication 04.04.2024
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Journal Article
Knowledge-driven deep learning for fast MR imaging: undersampled MR image reconstruction from supervised to un-supervised learning
Wang, Shanshan, Wu, Ruoyou, Jia, Sen, Diakite, Alou, Li, Cheng, Liu, Qiegen, Ying, Leslie
Year of Publication 04.02.2024
Year of Publication 04.02.2024
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Journal Article
Simultaneous q-Space Sampling Optimization and Reconstruction for Fast and High-fidelity Diffusion Magnetic Resonance Imaging
Yang, Jing, Cheng, Jian, Li, Cheng, Fan, Wenxin, Zou, Juan, Wu, Ruoyou, Wang, Shanshan
Year of Publication 03.01.2024
Year of Publication 03.01.2024
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Journal Article
Self-Supervised Federated Learning for Fast MR Imaging
Zou, Juan, Li, Cheng, Wu, Ruoyou, Pei, Tingrui, Zheng, Hairong, Wang, Shanshan
Year of Publication 10.05.2023
Year of Publication 10.05.2023
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Journal Article
Model-based Federated Learning for Accurate MR Image Reconstruction from Undersampled k-space Data
Wu, Ruoyou, Li, Cheng, Zou, Juan, Liu, Qiegen, Zheng, Hairong, Wang, Shanshan
Year of Publication 15.04.2023
Year of Publication 15.04.2023
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Journal Article
AID-DTI: Accelerating High-fidelity Diffusion Tensor Imaging with Detail-Preserving Model-based Deep Learning
Fan, Wenxin, Cheng, Jian, Li, Cheng, Ma, Xinrui, Yang, Jing, Zou, Juan, Wu, Ruoyou, Liu, Qiegen, Wang, Shanshan
Year of Publication 03.01.2024
Year of Publication 03.01.2024
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Journal Article
SelfCoLearn: Self-supervised collaborative learning for accelerating dynamic MR imaging
Zou, Juan, Li, Cheng, Jia, Sen, Wu, Ruoyou, Pei, Tingrui, Zheng, Hairong, Wang, Shanshan
Year of Publication 08.08.2022
Year of Publication 08.08.2022
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Journal Article
DeepMpMRI: Tensor-decomposition Regularized Learning for Fast and High-Fidelity Multi-Parametric Microstructural MR Imaging
Fan, Wenxin, Cheng, Jian, Li, Cheng, Ma, Xinrui, Yang, Jing, Zou, Juan, Wu, Ruoyou, Chen, Zan, Feng, Yuanjing, Zheng, Hairong, Wang, Shanshan
Year of Publication 06.05.2024
Year of Publication 06.05.2024
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Journal Article