activity
20232025
most citedPhysics-Informed DeepMRI: Bridging the Gap from Heat Diffusion to k-Space Interpolation

3 citations · 6 across the 18 of their papers we have counts for

collaborators
Showing 2025Show all

8 papers · 1 filter

cs.CV2025

Flow-Guided Implicit Neural Representation for Motion-Aware Dynamic MRI Reconstruction

Baoqing Li, Yuanyuan Liu, Congcong Liu +6

Dynamic magnetic resonance imaging (dMRI) captures temporally-resolved anatomy but is often challenged by limited sampling and motion-induced artifacts. Conventional motion-compens…

cs.CV2025

Self-supervised Deep Unrolled Model with Implicit Neural Representation Regularization for Accelerating MRI Reconstruction

Jingran Xu, Yuanyuan Liu, Yuanbiao Yang +7

Magnetic resonance imaging (MRI) is a vital clinical diagnostic tool, yet its application is limited by prolonged scan times. Accelerating MRI reconstruction addresses this issue b…

cs.CV2025

HAVIR: HierArchical Vision to Image Reconstruction using CLIP-Guided Versatile Diffusion

Shiyi Zhang, Dong Liang, Hairong Zheng +1

The reconstruction of visual information from brain activity fosters interdisciplinary integration between neuroscience and computer vision. However, existing methods still face ch…

cs.CV2025

NeuroSwift: A Lightweight Cross-Subject Framework for fMRI Visual Reconstruction of Complex Scenes

Shiyi Zhang, Dong Liang, Yihang Zhou

Reconstructing visual information from brain activity via computer vision technology provides an intuitive understanding of visual neural mechanisms. Despite progress in decoding f…

cs.CV2025

HAVIR: HierArchical Vision to Image Reconstruction using CLIP-Guided Versatile Diffusion

Shiyi Zhang, Dong Liang, Hairong Zheng +1

Reconstructing visual information from brain activity bridges the gap between neuroscience and computer vision. Even though progress has been made in decoding images from fMRI usin…

physics.med-ph2025

Accurate myocardial T1 mapping at 5T using an improved MOLLI method: A validation study

Linqi Ge, Yinuo Zhao, Yubo Guo +7

Background: Accurate myocardial T1 mapping at 5T remains a technical challenge due to field inhomogeneity and prolonged T1 values. The aim of this study is to develop an accurate a…

eess.IV2025

K-space Diffusion Model Based MR Reconstruction Method for Simultaneous Multislice Imaging

Ting Zhao, Zhuoxu Cui, Congcong Liu +4

Simultaneous Multi-Slice(SMS) is a magnetic resonance imaging (MRI) technique which excites several slices concurrently using multiband radiofrequency pulses to reduce scanning tim…

physics.med-ph2025

Myocardial T1 mapping at 5T using multi-inversion recovery real-time spoiled GRE

Linqi Ge, Yihang Zhang, Huibin Zhu +6

Objective: To develop an accurate myocardial T1 mapping technique at 5T using Look-Locker-based multiple inversion-recovery with the real-time spoiled gradient echo (GRE) acquisiti…