Dong Liang

0000-0001-6257-0875

Image Processing, Computer-AssistedMagnetic Resonance Imagingcs.CVeess.IVAlgorithmsDeep Learningdeep learningphysics.med-phPositron-Emission Tomographycs.LG

On Valency

published · living versions

Physics-based simulation unlocks scaling laws for generalizable MRI reconstruction

with Hong Shang, Zijian Zhan, Sen Jia, Xiang Fan +8

1 version

W_pct5ewkxv1 · current

Hy ASR 3.0 Technical Report

W_hnc4x8h2v1

Seeing Without Seeing: A Methodological Review of Visual Mental Imagery Reconstruction from Brain Activity

W_xk48xnejv1

What Gets Hacked in a Collaborative Reward for LLM Recommenders: The Part That Does Not Depend on the User

W_vvyez6vpv1

Preprints & journals

491 papers in the corpus · 2007–2026

Coarse motor-state structure across paired preoperative fMRI and intraoperative ECoG in patients with brain tumors.

Hu, Jingxi, Ma, Jie, Guo, Wanwan et al.

0 citations

429184342026NeuroImage. 2026;342:122310

Multimodal PET/MRI radiomics model for the classification of Alzheimer's disease and other dementia subtypes: A multicenter study.

Wang, Bingjie, Bi, Sheng, Xu, Xiaoyin et al.

0 citations

428345462026Medical physics. 2026;53(10):e70690

SGAM: Shared Gaussian Geometry with Implicit Amplitude Modeling for Scan-Specific 3D Multi-Contrast MRI Reconstruction

Jingran Xu, Dong Liang, Hairong Zheng et al.

0 citations

2609.24468v22026arXiv

Highly Accelerating Joint Intracranial and Carotid Vessel Wall Imaging Using ESPIRiT-Driven Diffusion Model Reconstruction.

Zhou, Tian, Qi, Yulong, Jia, Sen et al.

0 citations

427403632026Magnetic resonance in medicine. 2027;97(1):394-402

Diffusion-Encoding Gaussian Field for Joint k-q dMRI Reconstruction

Zhibo Chen, Yajuan Huang, Yu Guan et al.

0 citations

2609.02288v12026arXiv

Count-aware diffusion with autoregressive inference for low-count PET reconstruction enhancement.

Gao, Yunlong, Xie, Xingyu, Tang, Hongmei et al.

0 citations

426646582026Medical image analysis. 2026;114:104265

Unsupervised Dynamic MRI Reconstruction via Low-Rank Patch-Based Tensor Functions with Implicit Neural Representation.

Liu, Yuanyuan, Yang, Yuanbiao, Cheng, Jing et al.

0 citations

426277452026IEEE journal of biomedical and health informatics. 2026;PP

Hypothesize, Evaluate, Refine: A Scientific Agent for PDE Discovery with Unknown Spatial Coefficient Fields

YuJie Huang, WenWu He, ZhuoEr Lin et al.

0 citations

2608.27475v12026arXiv

Guided MRI Reconstruction via Schrödinger Bridge.

Wang, Yue, Yang, Yuanbiao, Cui, Zhuo-Xu et al.

0 citations

426116712026IEEE transactions on medical imaging. 2026;PP

Whole-body 18F-FDG PET reveals glycemic state-dependent reorganization of directed inter-organ metabolic networks.

Tao, Xuetong, Huang, Runxiang, Jiang, Heng et al.

0 citations

426015202026European journal of nuclear medicine and molecular imaging. 2026;53(13):7992-8004

Pathology-genomic fusion via biologically informed cross-modality graph learning for survival analysis.

Zhang, Zeyu, Zhao, Yuanshen, Duan, Jingxian et al.

2 citations

425663732026IEEE journal of biomedical and health informatics. 2026;PP

Differentiation of Pathologically Distinct Intracranial Tumors Using SAGE-Based Habitat Analysis: A Multicenter Study.

Li, Xuanle, Chen, Hao, Li, Shiji et al.

0 citations

425473822026Academic radiology. 2026

Theoretical modeling and numerical simulation of a light-field detector for x-ray differential phase contrast imaging.

Tan, Yuhang, Zhu, Jiongtao, Zhang, Xin et al.

0 citations

425273662026Medical physics. 2026;53(8):e70601

Grating based laboratory 5.41 keV X-ray phase contrast microscopy with zone-plate: design, instrumentation and validation.

Tan, Yuhang, Yang, Jiecheng, Zhu, Jiongtao et al.

0 citations

425304902026Journal of X-ray science and technology. 2026;34(5):696-703

K-space Gaussian Representation for Parallel MRI

Yu Guan, Mingyu Hu, Jiale Hu et al.

0 citations

2608.00075v22026arXiv

VSS-SAM++: Visual State Space-Aware SAM for 3-D Medical Image Segmentation.

Lyu, Jinxuan, Zhang, Bin, Wang, Yipan et al.

0 citations

424902892026IEEE transactions on medical imaging. 2026;45(10):5166-5177

TNM-Accountable Whole-Body 3-Dimensional Fluorodeoxyglucose Positron Emission Tomography/Computed Tomography Report Drafting in Lung Cancer Cohorts via Structured Impressions and Organ-wise Exemplar Synthesis.

Wang, Hang, Xie, Xingyu, Liu, Entao et al.

1 citation

424834032026Research (Washington, D.C.). 2026;9:1343

Smoking reshapes systemic metabolic coordination across lung cancer subtypes: a multicenter total-body 18F-FDG PET/CT study with tumor habitat imaging.

Wang, Haiyan, Wu, Yaping, Duan, Yanhua et al.

0 citations

424745042026European journal of nuclear medicine and molecular imaging. 2026;53(12):7142-7159

High-dimensional Embedding Prior for Noisy K-space Domain MRIReconstruction

Yu Guan, Tianjia Huang, Qinrong Cai et al.

0 citations

2607.01176v12026arXiv

Clinically Generalizable Low-Dose CT Denoising for Pediatric Imaging via Enhanced Diffusion Posterior Sampling.

Tang, Hongmei, Chen, Qianhao, Zhang, Qiyang et al.

1 citation

413798992026IEEE journal of biomedical and health informatics. 2026;30(7):5978-5991

The impact of scan time on dynamic [Formula: see text]-FAPI-04 total-body PET parametric imaging generated by deep learning models.

Han, Jidong, Liu, Yu, Huang, Meiyong et al.

0 citations

422343862026EJNMMI physics. 2026;13(1)

Latent Diffusion Model With Estimation Posterior Sampling: A Unified Framework for General Medical Image Restoration.

Chen, Qianhao, Wang, Hanzhong, An, Yi et al.

0 citations

412969632026IEEE journal of biomedical and health informatics. 2026;30(6):5206-5219

Visualization of cerebral veins and deep gray matter nuclei by susceptibility-weighted imaging: a comparative study of 5.0 T and 3.0 T imaging.

Yang, Shangpo, Huang, Zhenxing, Yuan, Jianmin et al.

1 citation

419267432026The British journal of radiology. 2026;99(1182):1138-1148

A rapid total-body PET imaging approach for pediatric patients using non-attenuation-corrected PET scans.

Hu, Jingxi, Huang, Yuqian, Zhang, Qiyang et al.

1 citation

421718862026EJNMMI physics. 2026;13(1)

Generalizable CT-free PET attenuation and scatter correction via few-shot cross domain adaptation.

Wang, Hanzhong, Wen, Meiyuan, Qiao, Xiaoya et al.

1 citation

421355042026NPJ digital medicine. 2026;9(1)

Physics-Guided Self-Supervised Implicit Neural Representation for Accelerated $\text{T}_{1\rho }$ Mapping.

Liu, Yuanyuan, Xie, Jinwen, Wu, Jianhao et al.

0 citations

410521722026IEEE transactions on bio-medical engineering. 2026;73(5):1961-1974

E2D-Unroll: efficient equivariant deformable unrolling networks for cardiac cine MRI reconstruction.

Zhu, Yuliang, Wen, Zhaochi, Ke, Shiying et al.

0 citations

419463732026Physics in medicine and biology. 2026;71(8)

Discovering proteo-transcriptomic networks via biologically informed heterogeneous graph learning.

Duan, Jingxian, Liu, Yaou, Pei, Dongling et al.

0 citations

420592032026Nucleic acids research. 2026;54(8)

A network analysis of whole-body [18F]FDG PET/CT reveals glycaemia-associated reorganization of systemic metabolic coordination.

Guan, Zilong, Tao, Xuetong, Qu, Jiaxiang et al.

1 citation

419994972026European journal of nuclear medicine and molecular imaging. 2026;53(9):5573-5585

A radiomics-based approach with automated segmentation for identifying symptomatic basilar artery plaques in acute stroke.

Chen, Jie, He, Wenwen, Yang, Long et al.

1 citation

420092542026Journal of cardiovascular magnetic resonance : official journal of the Society for Cardiovascular Magnetic Resonance. 2026;28(1):102736

X2Shape: CT-free 3D multi-organ reconstruction with biplanar X-rays.

Pan, Zhaohong, Zhou, Haowei, Ren, Qi et al.

0 citations

420250302026Medical image analysis. 2026;112:104085

Organ-Aware Cross-Modality Registration Enables Attenuation Correction Without Repeated CT in Multi-Scan Total-Body PET/CT Imaging.

Chen, Qianhao, Li, Lianghua, Zheng, Hairong et al.

0 citations

419417822026IEEE journal of biomedical and health informatics. 2026;PP

Study of Gd beam filtration for dual-layer flat panel detector based CBCT imaging: proof-of-concept study with 160 mm diameter phantom.

Zhang, Xin, Tan, Yuhang, Zhu, Jiongtao et al.

0 citations

418556582026Physics in medicine and biology. 2026;71(7)

UEPS: Robust and Efficient MRI Reconstruction

Xiang Zhou, Hong Shang, Zijian Zhan et al.

0 citations

2603.18572v22026arXiv

Integration of Conventional and Radiomic Features From Fluorine-18 Fluorodeoxyglucose Positron Emission Tomography/Magnetic Resonance Imaging for Multimodal Prediction of Symptomatic Carotid Atherosclerotic Plaques.

Li, Qian, Fu, Fan, Chen, Jie et al.

0 citations

418049042026Journal of the American Heart Association. 2026;15(6):e046081

Machine learning model on multi-omics data enables risk stratification and identifies molecular heterogeneity and therapeutic targets in glioblastoma.

Zhang, Zhenyu, Wang, Zilong, Li, Ran et al.

5 citations

417950922026Molecular cancer. 2026;25(1)

Image quality restoration in 15-s breath-hold PET using a diffusion-based neural network.

Hu, Jingxi, Li, Lianghua, Zhang, Qiyang et al.

0 citations

417616002026Medical physics. 2026;53(3):e70361

Association of functional brain alterations with β-amyloid, tau, and cognitive decline in Alzheimer's disease.

Guo, Wanwan, Shao, Hongda, Zhang, Yan et al.

0 citations

417361542026Alzheimer's research & therapy. 2026;18(1)

CogGen: Cognitive-Load-Inspired Fully Unsupervised Deep Generative Modeling for Compressively Sampled MRI Reconstruction

Qingyong Zhu, Yumin Tan, Xiang Gu et al.

0 citations

2603.04438v32026arXiv

Fast high-resolution dental MRI using a disposable wireless intraoral coil: From concept to reality.

Xiao, Enhua, Hayat, Shahzeb, He, Peiyu et al.

0 citations

424220212026Innovation (Cambridge (Mass.)). 2026;7(7):101317

Back to Physics: Operator-Guided Generative Paths for SMS MRI Reconstruction

Zhibo Chen, Yu Guan, Yajuan Huang et al.

0 citations

2602.07820v12026arXiv

Diff-DTI: Fast Diffusion Tensor Imaging Using A Feature-Enhanced Joint Diffusion Model.

Zhang, Lang, He, Jinling, Li, Wang et al.

4 citations

400307832025IEEE journal of biomedical and health informatics. 2024;PP

J-Score: Joint Distribution Learning with Score-based Diffusion for Accelerating T1rho Mapping.

Liu, Congcong, Liu, Yuanyuan, Cao, Chentao et al.

3 citations

409114642025IEEE transactions on medical imaging. 2025;PP

Cardiac meshes reconstruction from cardiac magnetic resonance image by graph transformation.

He, Yang, Yang, Yurun, Liang, Dong et al.

1 citation

416655362026Medical physics. 2026;53(2):e70318

Temporal-spatial evolution of tumor habitat analysis: a bibliometric study on research hotspots and trends in medical imaging (2014-2025).

Li, Xuanle, Guo, Yongde, Xu, Shichen et al.

0 citations

416749352026Translational cancer research. 2026;15(1):32

Unlocking 2D/3D+T myocardial mechanics from cine MRI: a mechanically regularized space-time finite element correlation framework.

Liu, Haizhou, Qin, Xueling, Liu, Zhou et al.

0 citations

415470642026Medical image analysis. 2026;109:103944

Near-isotropic super-resolution CBCT imaging with a dual-layer flat panel detector.

Zhu, Jiongtao, Tan, Yuhang, Zhang, Xin et al.

0 citations

414183282026Physics in medicine and biology. 2026;71(1)

An Automatic 3D PET Tumor Segmentation Framework Assisted by Geodesic Sequences.

Yang, Lin, Shao, Dan, Cheng, Chuanli et al.

0 citations

406798812026IEEE journal of biomedical and health informatics. 2026;30(1):388-401

Adaptive Sequential Bayesian Iterative Learning for Myocardial Motion Estimation on Cardiac Image Sequences.

Zhuang, Shuxin, Zhang, Heye, Liang, Dong et al.

8 citations

408249742026IEEE transactions on medical imaging. 2026;45(1):406-420

A novel population-based input function integral estimation method for K i $K_i$ parametric imaging with shortened dynamic 18 F $^{18}{\rm F}$ -FDG PET scans.

Chen, Lingxin, Wu, Yaping, Chen, Zixiang et al.

0 citations

414993402026Medical physics. 2026;53(1):e70270

Career total: at least 951 works. 491 are in this corpus.Showing the 50 most recent.

Profile built from the corpus for this byline.

951

works

12.5K

citations

h-index

Corpus papers per year

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Year	Papers
2007	1
2008	1
2009	3
2010	3
2011	3
2012	3
2013	5
2014	6
2015	7
2016	8
2017	12
2018	13
2019	43
2020	37
2021	39
2022	53
2023	60
2024	67
2025	79
2026	48