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papers

Publications (13)

Model-based Synthetic Data-driven Learning (MOST-DL): Application in Single-shot T2 Mapping with Severe Head Motion Using Overlapping-echo Acquisition

Qinqin Yang, Yanhong Lin, Jiechao Wang +12

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

Zi Wang, Xiaotong Yu, Chengyan Wang +25

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

Yirong Zhou, Chengyan Wang, Mengtian Lu +17

MvKeTR: Chest CT Report Generation with Multi-View Perception and Knowledge Enhancement

Xiwei Deng, Xianchun He, Jianfeng Bao +4

FlexDTI: Flexible diffusion gradient encoding scheme-based highly efficient diffusion tensor imaging using deep learning

Zejun Wu, Jiechao Wang, Zunquan Chen +9

Physics-driven Synthetic Data Learning for Biomedical Magnetic Resonance

Qinqin Yang, Zi Wang, Kunyuan Guo +2

High-efficient Bloch simulation of magnetic resonance imaging sequences based on deep learning

Haitao Huang, Qinqin Yang, Jiechao Wang +3

A Segmentation-aware Deep Fusion Network for Compressed Sensing MRI

Zhiwen Fan, Liyan Sun, Xinghao Ding +3

High Efficient Reconstruction of Single-shot T2 Mapping from OverLapping-Echo Detachment Planar Imaging Based on Deep Residual Network

Congbo Cai, Yiqing Zeng, Chao Wang +5

Deep Separable Spatiotemporal Learning for Fast Dynamic Cardiac MRI

Zi Wang, Min Xiao, Yirong Zhou +13

A Divide-and-Conquer Approach to Compressed Sensing MRI

Liyan Sun, Zhiwen Fan, Xinghao Ding +3

Bridging Synthetic-to-Real Gaps: Frequency-Aware Perturbation and Selection for Single-shot Multi-Parametric Mapping Reconstruction

Linyu Fan, Che Wang, Ming Ye +7

physics.med-ph2023

DSC-MRI derived relative CBV maps synthesized from IVIM-MRI data:Application in glioma IDH mutation status identification

Lu Wang, Zhen Xing, Congbo Cai +3