Dong Liang
Orcid: 0000-0001-6257-0875Affiliations:
- Chinese Academy of Sciences, Paul C. Lauterbur Research Center for Biomedical Imaging, Shenzhen, China
- University of Wisconsin-Milwaukee, WI, USA (2007 - 2011)
- Shanghai Jiaotong University, China (PhD 2006)
According to our database1,
Dong Liang
authored at least 149 papers
between 2005 and 2024.
Collaborative distances:
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Bibliography
2024
OIF-Net: An Optical Flow Registration-Based PET/MR Cross-Modal Interactive Fusion Network for Low-Count Brain PET Image Denoising.
IEEE Trans. Medical Imaging, April, 2024
IEEE Trans. Medical Imaging, March, 2024
Super Resolution Dual-Energy Cone-Beam CT Imaging With Dual-Layer Flat-Panel Detector.
IEEE Trans. Medical Imaging, February, 2024
IEEE Trans. Medical Imaging, January, 2024
2023
IEEE Trans. Medical Imaging, December, 2023
IEEE Trans. Medical Imaging, November, 2023
Low-dose dynamic cerebral perfusion CT reconstruction based on voxel-level TAC correction (VTC).
Biomed. Signal Process. Control., September, 2023
MLNAN: Multi-level noise-aware network for low-dose CT imaging implemented with constrained cycle Wasserstein generative adversarial networks.
Artif. Intell. Medicine, September, 2023
Medical Image Anal., August, 2023
IEEE J. Biomed. Health Informatics, June, 2023
Physics-Driven Deep Learning Methods for Fast Quantitative Magnetic Resonance Imaging: Performance improvements through integration with deep neural networks.
IEEE Signal Process. Mag., March, 2023
Deep MR parametric imaging with the learned <i>L</i> + <i>S</i> model and attention mechanism.
IET Image Process., March, 2023
Accelerating Magnetic Resonance T<sub>1ρ</sub> Mapping Using Simultaneously Spatial Patch-Based and Parametric Group-Based Low-Rank Tensors (SMART).
IEEE Trans. Medical Imaging, 2023
Adaptive weighted curvature-based active contour for ultrasonic and 3T/5T MR image segmentation.
Signal Process., 2023
A Two-Stage Generative Model with CycleGAN and Joint Diffusion for MRI-based Brain Tumor Detection.
CoRR, 2023
Matrix Completion-Informed Deep Unfolded Equilibrium Models for Self-Supervised k-Space Interpolation in MRI.
CoRR, 2023
CoRR, 2023
Meta-Learning Enabled Score-Based Generative Model for 1.5T-Like Image Reconstruction from 0.5T MRI.
CoRR, 2023
CoRR, 2023
Proceedings of the 31st ACM International Conference on Multimedia, 2023
Proceedings of the IEEE International Conference on Image Processing, 2023
2022
Accelerating MR Parameter Mapping Using Nonlinear Compressive Manifold Learning and Regularized Pre-Imaging.
IEEE Trans. Biomed. Eng., 2022
High Temporal Resolution Total-Body Dynamic PET Imaging Based on Pixel-Level Time-Activity Curve Correction.
IEEE Trans. Biomed. Eng., 2022
Signal Process., 2022
SPIRiT-Diffusion: SPIRiT-driven Score-Based Generative Modeling for Vessel Wall imaging.
CoRR, 2022
Brain PET Synthesis from MRI Using Joint Probability Distribution of Diffusion Model at Ultrahigh Fields.
CoRR, 2022
CoRR, 2022
One-shot Generative Prior Learned from Hankel-k-space for Parallel Imaging Reconstruction.
CoRR, 2022
CoRR, 2022
CoRR, 2022
CoRR, 2022
CoRR, 2022
K-space and Image Domain Collaborative Energy based Model for Parallel MRI Reconstruction.
CoRR, 2022
Comput. Methods Programs Biomed., 2022
Comput. Methods Programs Biomed., 2022
Improved GAN: Using a transformer module generator approach for material decomposition.
Comput. Biol. Medicine, 2022
Domain generalization on medical imaging classification using episodic training with task augmentation.
Comput. Biol. Medicine, 2022
TG-Net: Combining transformer and GAN for nasopharyngeal carcinoma tumor segmentation based on total-body uEXPLORER PET/CT scanner.
Comput. Biol. Medicine, 2022
Identification of Children's Tuberous Sclerosis Complex with Multiple-contrast MRI and 3D Convolutional Network.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022
Online reconstruction of fast dynamic MR imaging using deep low-rank plus sparse network.
Proceedings of the 35th IEEE International Symposium on Computer-Based Medical Systems, 2022
2021
Accelerated 3D bSSFP Using a Modified Wave-CAIPI Technique With Truncated Wave Gradients.
IEEE Trans. Medical Imaging, 2021
IEEE Trans. Medical Imaging, 2021
IEEE Trans. Medical Imaging, 2021
Learning a Deep CNN Denoising Approach Using Anatomical Prior Information Implemented With Attention Mechanism for Low-Dose CT Imaging on Clinical Patient Data From Multiple Anatomical Sites.
IEEE J. Biomed. Health Informatics, 2021
IEEE Trans. Computational Imaging, 2021
Enhancing the X-Ray Differential Phase Contrast Image Quality With Deep Learning Technique.
IEEE Trans. Biomed. Eng., 2021
Denoising auto-encoding priors in undecimated wavelet domain for MR image reconstruction.
Neurocomputing, 2021
Considering anatomical prior information for low-dose CT image enhancement using attribute-augmented Wasserstein generative adversarial networks.
Neurocomputing, 2021
Displays, 2021
Highly accelerated MR parametric mapping by undersampling the k-space and reducing the contrast number simultaneously with deep learning.
CoRR, 2021
Domain Generalization on Medical Imaging Classification using Episodic Training with Task Augmentation.
CoRR, 2021
SRR-Net: A Super-Resolution-Involved Reconstruction Method for High Resolution MR Imaging.
CoRR, 2021
FaNet: fast assessment network for the novel coronavirus (COVID-19) pneumonia based on 3D CT imaging and clinical symptoms.
Appl. Intell., 2021
The Optimization of Adiabatic Pulses with Constant Amplitude Spin-lock for Magnetic Resonance $\mathrm{T}_{1\rho}$ Imaging.
Proceedings of the IEEE International Conference on Real-time Computing and Robotics, 2021
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
2020
IEEE Trans. Medical Imaging, 2020
Multi-Channel and Multi-Model-Based Autoencoding Prior for Grayscale Image Restoration.
IEEE Trans. Image Process., 2020
IEEE Trans. Computational Imaging, 2020
CaGAN: A Cycle-Consistent Generative Adversarial Network With Attention for Low-Dose CT Imaging.
IEEE Trans. Computational Imaging, 2020
IEEE Trans. Biomed. Eng., 2020
IEEE Signal Process. Mag., 2020
Acceleration of three-dimensional diffusion magnetic resonance imaging using a kernel low-rank compressed sensing method.
NeuroImage, 2020
High-dimensional embedding network derived prior for compressive sensing MRI reconstruction.
Medical Image Anal., 2020
IEEE J. Sel. Top. Signal Process., 2020
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
Triggered Measurements in Markov Processes for Entropy-Constrained State Estimation with Application to Precision Agriculture.
Proceedings of the 59th IEEE Conference on Decision and Control, 2020
2019
IEEE Trans. Medical Imaging, 2019
Low-Dose Computed Tomography Image Super-Resolution Reconstruction via Random Forests.
Sensors, 2019
An Unsupervised Deep Learning Method for Parallel Cardiac MRI via Time-Interleaved Sampling.
CoRR, 2019
CoRR, 2019
Denoising Auto-encoding Priors in Undecimated Wavelet Domain for MR Image Reconstruction.
CoRR, 2019
CoRR, 2019
Model-based Deep MR Imaging: the roadmap of generalizing compressed sensing model using deep learning.
CoRR, 2019
DeepcomplexMRI: Exploiting deep residual network for fast parallel MR imaging with complex convolution.
CoRR, 2019
CRDN: Cascaded Residual Dense Networks for Dynamic MR Imaging with Edge-enhanced Loss Constraint.
CoRR, 2019
Preliminary Study of Gradient Coils with Variable Gradient Value and Open-Drive Coil in Magnetic Particle Imaging.
Proceedings of the 2019 IEEE International Conference on Real-time Computing and Robotics, 2019
Proceedings of the 2019 IEEE International Conference on Real-time Computing and Robotics, 2019
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019
Application of Time-Fractional Order Bloch Equation in Magnetic Resonance Fingerprinting.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
Three Dimensional Positive Contrast Susceptibility Fast Spin Echo MR Imaging with Variable Excitation Pulses and PD Algorithm.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
2018
IEEE Trans. Medical Imaging, 2018
Motion Tracking of the Carotid Artery Wall From Ultrasound Image Sequences: a Nonlinear State-Space Approach.
IEEE Trans. Medical Imaging, 2018
IEEE Trans. Medical Imaging, 2018
DIMENSION: Dynamic MR Imaging with Both K-space and Spatial Prior Knowledge Obtained via Multi-Supervised Network Training.
CoRR, 2018
Proceedings of the ISICDM 2018: The 2nd International Symposium on Image Computing and Digital Medicine 2018, 2018
2017
A Kernel-Based Low-Rank (KLR) Model for Low-Dimensional Manifold Recovery in Highly Accelerated Dynamic MRI.
IEEE Trans. Medical Imaging, 2017
Comput. Medical Imaging Graph., 2017
2016
Foreground Detection With Simultaneous Dictionary Learning and Historical Pixel Maintenance.
IEEE Trans. Image Process., 2016
Comput. Math. Methods Medicine, 2016
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016
2015
GcsDecolor: Gradient Correlation Similarity for Efficient Contrast Preserving Decolorization.
IEEE Trans. Image Process., 2015
IEEE Signal Process. Lett., 2015
Undersampling trajectory design for compressed sensing based dynamic contrast-enhanced magnetic resonance imaging.
J. Electronic Imaging, 2015
Comput. Math. Methods Medicine, 2015
Accelerating MR parameter mapping using nonlinear manifold learning and supervised pre-imaging.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015
Recovery of parametric manifold from reduced measurements: Application to magnetic resonance parameter mapping.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015
An easily-achieved time-domain beamformer for ultrafast ultrasound imaging based on compressive sensing.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
2014
A Weighted Two-Level Bregman Method with Dictionary Updating for Nonconvex MR Image Reconstruction.
Int. J. Biomed. Imaging, 2014
A non-convex gradient fidelity-based variational model for image contrast enhancement.
EURASIP J. Adv. Signal Process., 2014
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014
2013
Highly Undersampled Magnetic Resonance Image Reconstruction Using Two-Level Bregman Method With Dictionary Updating.
IEEE Trans. Medical Imaging, 2013
IEEE Trans. Image Process., 2013
Augmented Lagrangian-Based Sparse Representation Method with Dictionary Updating for Image Deblurring.
SIAM J. Imaging Sci., 2013
Comput. Math. Methods Medicine, 2013
Proceedings of the IEEE International Conference on Image Processing, 2013
SGTD: Structure Gradient and Texture Decorrelating Regularization for Image Decomposition.
Proceedings of the IEEE International Conference on Computer Vision, 2013
An efficient augmented Lagrangian algorithm for graph regularized sparse coding in clustering.
Proceedings of the IEEE International Conference on Acoustics, 2013
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
2012
A model-based method with joint sparsity constraint for direct diffusion tensor estimation.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012
k-t CSPI: A dynamic MRI reconstruction framework for combining compressed sensing and parallel imaging.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012
Simultaneous image reconstruction and sensitivity estimation in parallel MRI using blind compressed sensing.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
2011
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011
Translational-invariant dictionaries for compressed sensing in magnetic resonance imaging.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011
Proceedings of the 4th International Conference on Biomedical Engineering and Informatics, 2011
2010
Image reconstruction from phased-array MRI data based on multichannel blind deconvolution.
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010
2009
Int. J. Funct. Informatics Pers. Medicine, 2009
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009
2007
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007
2005
Pattern Recognit. Lett., 2005