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papers

Publications (9)

One for Multiple: Physics-informed Synthetic Data Boosts Generalizable Deep Learning for Fast MRI Reconstruction

Zi Wang, Xiaotong Yu, Chengyan Wang +25

Robust High-Resolution Multi-Organ Diffusion MRI Using Synthetic-Data-Tuned Prompt Learning

Chen Qian, Haoyu Zhang, Junnan Ma +26

Physics-informed Deep Diffusion MRI Reconstruction with Synthetic Data: Break Training Data Bottleneck in Artificial Intelligence

Chen Qian, Haoyu Zhang, Yuncheng Gao +23

Simultaneous Deep Learning of Myocardium Segmentation and T2 Quantification for Acute Myocardial Infarction MRI

Yirong Zhou, Chengyan Wang, Mengtian Lu +17

CloudBrain-ReconAI: An Online Platform for MRI Reconstruction and Image Quality Evaluation

Yirong Zhou, Chen Qian, Jiayu Li +11

Bloch Equation Enables Physics-informed Neural Network in Parametric Magnetic Resonance Imaging

Qingrui Cai, Liuhong Zhu, Jianjun Zhou +3

A Faithful Deep Sensitivity Estimation for Accelerated Magnetic Resonance Imaging

Zi Wang, Haoming Fang, Chen Qian +8

CloudBrain-MRS: An Intelligent Cloud Computing Platform for in vivo Magnetic Resonance Spectroscopy Preprocessing, Quantification, and Analysis

Xiaodie Chen, Jiayu Li, Dicheng Chen +13

Deep Separable Spatiotemporal Learning for Fast Dynamic Cardiac MRI

Zi Wang, Min Xiao, Yirong Zhou +13