Feng Liu

Orcid: 0000-0002-1074-2601

Affiliations:
  • The University of Queensland, School of Information Technology and Electrical Engineering, Brisbane, QLD, Australia


According to our database1, Feng Liu authored at least 87 papers between 2003 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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Bibliography

2024
Perceptual contrast and residual self-attention generative adversarial network-based for highly under-sampled MRI reconstruction.
Digit. Signal Process., January, 2024

NesTD-Net: Deep NESTA-Inspired Unfolding Network With Dual-Path Deblocking Structure for Image Compressive Sensing.
IEEE Trans. Image Process., 2024

Time-Domain Sparsity-Based Bearing Fault Diagnosis Methods Using Pulse Signal-to-Noise Ratio.
IEEE Trans. Instrum. Meas., 2024

QSMDiff: Unsupervised 3D Diffusion Models for Quantitative Susceptibility Mapping.
CoRR, 2024

2023
Distributed Estimation With Adaptive Cluster Learning Over Asynchronous Data Fusion.
IEEE Trans. Aerosp. Electron. Syst., October, 2023

AutoBCS: Block-Based Image Compressive Sensing With Data-Driven Acquisition and Noniterative Reconstruction.
IEEE Trans. Cybern., April, 2023

HFIST-Net: High-throughput fast iterative shrinkage thresholding network for accelerating MR image reconstruction.
Comput. Methods Programs Biomed., April, 2023

Iterative Regularization Using an Acceleration Technique for Synthetic Aperture Interferometric Radiometer.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023

Affine transformation edited and refined deep neural network for quantitative susceptibility mapping.
NeuroImage, 2023

Single Image Compressed Sensing MRI via a Self-Supervised Deep Denoising Approach.
CoRR, 2023

Fast Controllable Diffusion Models for Undersampled MRI Reconstruction.
CoRR, 2023

Quantitative Susceptibility Mapping through Model-based Deep Image Prior (MoDIP).
CoRR, 2023

PhaseNet: Phase-Encode Denoising Network for Compressed Sensing MRI.
CoRR, 2023

2022
Integrated Multi-Modal Antenna With Coupled Radiating Structures (I-MARS) for 7T pTx Body MRI.
IEEE Trans. Medical Imaging, 2022

Instant tissue field and magnetic susceptibility mapping from MRI raw phase using Laplacian enhanced deep neural networks.
NeuroImage, 2022

BFRnet: A deep learning-based MR background field removal method for QSM of the brain containing significant pathological susceptibility sources.
CoRR, 2022

Transformer Compressed Sensing via Global Image Tokens.
CoRR, 2022

Undersampled MRI Reconstruction with Side Information-Guided Normalisation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

2021
Divergence-Based Magnetic Resonance Electrical Properties Tomography.
IEEE Trans. Biomed. Eng., 2021

Metamaterial-Inspired Radiofrequency (RF) Shield With Reduced Specific Absorption Rate (SAR) and Improved Transmit Efficiency for UHF MRI.
IEEE Trans. Biomed. Eng., 2021

Accelerating quantitative susceptibility and R2* mapping using incoherent undersampling and deep neural network reconstruction.
NeuroImage, 2021

Deep Simultaneous Optimisation of Sampling and Reconstruction for Multi-contrast MRI.
CoRR, 2021

Cognitive Load During Multitasking Can Be Accurately Assessed Based on Single Channel Electroencephalography Using Graph Methods.
IEEE Access, 2021

Compressed Sensing-Based Simultaneous Recovery of Magnitude and Phase MR Images via Dual Trigonometric Sparsity.
IEEE Access, 2021

Universal Undersampled MRI Reconstruction.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

Image reconstruction for the rotating RF coil using k-t bin robust principal component analysis (RPCA) method.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

2020
Integral MR-EPT With the Calculation of Coil Current Distributions.
IEEE Trans. Medical Imaging, 2020

Highly Shielded Gradient Coil Design for a Superconducting Planar MRI System.
IEEE Trans. Biomed. Eng., 2020

Integrating model- and data-driven methods for synchronous adaptive multi-band image fusion.
Inf. Fusion, 2020

2019
A Dichotomization Winding Scheme on a Novel Asymmetric Head Gradient Coil Design With an Improved Force and Torque Balance.
IEEE Trans. Biomed. Eng., 2019

Gradient Field Deviation (GFD) Correction Using a Hybrid-Norm Approach With Wavelet Sub-Band Dependent Regularization: Implementation for Radial MRI at 9.4 T.
IEEE Trans. Biomed. Eng., 2019

Numerical Design of High-Efficiency Whole-Body Gradient Coils With a Hybrid Cylindrical-Planar Structure.
IEEE Trans. Biomed. Eng., 2019

Reference-Based Integral MR-EPT: Simulation and Experiment Studies at 9.4 T MRI.
IEEE Trans. Biomed. Eng., 2019

Chaotic Binary Sensing Matrices.
Int. J. Bifurc. Chaos, 2019

Directional tensor product complex tight framelets for compressed sensing MRI reconstruction.
IET Image Process., 2019

Bipolar measurement matrix using chaotic sequence.
Commun. Nonlinear Sci. Numer. Simul., 2019

Electrocardiogram Reconstruction Based on Compressed Sensing.
IEEE Access, 2019

Robust Feature Selection Based on Fuzzy Rough Sets with Representative Sample.
Proceedings of the Advanced Data Mining and Applications - 15th International Conference, 2019

2018
Spiral Gradient Coil Design for Use in Cylindrical MRI Systems.
IEEE Trans. Biomed. Eng., 2018

An Efficient Integral-Based Method for Three-Dimensional MR-EPT and the Calculation of the RF-Coil-Induced B<sub>z</sub> Field.
IEEE Trans. Biomed. Eng., 2018

2017
Pseudo-Polar Fourier Transform-Based Compressed Sensing MRI.
IEEE Trans. Biomed. Eng., 2017

Mitigation of Intra-coil Eddy Currents in Split Gradient Coils in a Hybrid MRI-LINAC System.
IEEE Trans. Biomed. Eng., 2017

Image Reconstruction for a Rotating Radiofrequency Coil (RRFC) Using Self-Calibrated Sensitivity From Radial Sampling.
IEEE Trans. Biomed. Eng., 2017

A framework combining window width-level adjustment and Gaussian filter-based multi-resolution for automatic whole heart segmentation.
Neurocomputing, 2017

Improved k-t PCA Algorithm Using Artificial Sparsity in Dynamic MRI.
Comput. Math. Methods Medicine, 2017

2016
Comparison of Four Recovery Algorithms Used in Compressed Sensing for ECG Signal Processing.
Proceedings of the Computing in Cardiology, CinC 2016, Vancouver, 2016

2015
Compressed Sensing MRI via Two-stage Reconstruction.
IEEE Trans. Biomed. Eng., 2015

Aliasing Artefact Suppression in Compressed Sensing MRI for Random Phase-Encode Undersampling.
IEEE Trans. Biomed. Eng., 2015

Determination of Sample Entropy and Fuzzy Measure Entropy Parameters for Distinguishing Congestive Heart Failure from Normal Sinus Rhythm Subjects.
Entropy, 2015

Accelerating dynamic cardiac imaging based on a dual-dictionary learning algorithm.
Proceedings of the 8th International Conference on Biomedical Engineering and Informatics, 2015

2014
Numerical Safety Study of Currents Induced in the Patient During Rotations in the Static Field Produced by a Hybrid MRI-LINAC System.
IEEE Trans. Biomed. Eng., 2014

Sparse-Representation-Based Direct Minimum L<sup>p</sup>-Norm Algorithm for MRI Phase Unwrapping.
Comput. Math. Methods Medicine, 2014

GPU accelerated high-dimensional compressed sensing MRI.
Proceedings of the 13th International Conference on Control Automation Robotics & Vision, 2014

Online dynamic magnetic resonance imaging based on an improved motion prediction scheme.
Proceedings of the 7th International Conference on Biomedical Engineering and Informatics, 2014

2013
Distributed Compressed Sensing MRI Using Volume Array Coil.
Int. J. Distributed Sens. Networks, 2013

The combination of self-organizing feature maps and support vector regression for solving the inverse ECG problem.
Comput. Math. Appl., 2013

Analysis of heart rate variability using fuzzy measure entropy.
Comput. Biol. Medicine, 2013

Improved halbach magnets by particle swarm optimization for mobile nuclear magnetic resonance systems.
Proceedings of the Ninth International Conference on Natural Computation, 2013

Fast dynamic magnetic resonance imaging based on an improved Motion Estimation/Motion Compensation scheme.
Proceedings of the 6th International Conference on Biomedical Engineering and Informatics, 2013

2012
Advanced Three-Dimensional Tailored RF Pulse Design in Volume Selective Parallel Excitation.
IEEE Trans. Medical Imaging, 2012

A Finite Difference Method for the Design of Gradient Coils in MRI - An Initial Framework.
IEEE Trans. Biomed. Eng., 2012

Electromechanical Design and Construction of a Rotating Radio-Frequency Coil System for Applications in Magnetic Resonance.
IEEE Trans. Biomed. Eng., 2012

Cardiovascular System Modeling.
Comput. Math. Methods Medicine, 2012

A Hybrid Model of Maximum Margin Clustering Method and Support Vector Regression for Noninvasive Electrocardiographic Imaging.
Comput. Math. Methods Medicine, 2012

A New Particle Swarm Optimization-Based Method for Phase Unwrapping of MRI Data.
Comput. Math. Methods Medicine, 2012

A Study of Mechanical Optimization Strategy for Cardiac Resynchronization Therapy Based on an Electromechanical Model.
Comput. Math. Methods Medicine, 2012

Hign acceleration with a rotating radiofrequency coil array (RRFCA) in parallel magnetic resonance imaging (MRI).
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

Application of SVD-based sparsity in compressed sensing susceptibility weighted imaging.
Proceedings of the 5th International Conference on BioMedical Engineering and Informatics, 2012

2011
GPU-Accelerated FDTD Modeling of Radio-Frequency Field-Tissue Interactions in High-Field MRI.
IEEE Trans. Biomed. Eng., 2011

Compressed sensing MRI using Singular Value Decomposition based sparsity basis.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

Simulation and analysis of split gradient coil performance in MRI.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

The optimization of an 8-channel transceive volume array for small animal MRI at 9.4T.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

A theoretical study for the inverse design of an ellipsoidal phased-array breast coil.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

A MOM/FEM-based coil sensitivity mapping method for high-field parallel MRI.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

A comparison study of different RF shields for an 8-element transceive small animal array at 9.4T.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

2009
Solving the ECG Forward Problem by Means of Standard h- and h-Hierarchical Adaptive Linear Boundary Element Method: Comparison With Two Refinement Schemes.
IEEE Trans. Biomed. Eng., 2009

Effect of Cardiac Motion on Solution of the Electrocardiography Inverse Problem.
IEEE Trans. Biomed. Eng., 2009

2008
An Improved Quasi-Static Finite-Difference Scheme for Induced Field Evaluation Based on the Biconjugate Gradient Method.
IEEE Trans. Biomed. Eng., 2008

Truncated Total Least Squares: A New Regularization Method for the Solution of ECG Inverse Problems.
IEEE Trans. Biomed. Eng., 2008

2007
Forward and Inverse Solutions of Electrocardiography Problem Using an Adaptive BEM Method.
Proceedings of the Functional Imaging and Modeling of the Heart, 2007

2006
FDTD Investigations into UWB Radar Technique of Breast Tumor Detection and Location.
Afr. J. Inf. Commun. Technol., 2006

A Parallel FDTD Scheme for Electromagnetic Analysis and Design of MRI System.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006

Tailoring magnetic field gradient design to magnet cryostat geometry.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006

A comparison of different choices for the regularization parameter in inverse electrocardiography models.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006

A Magnetization Mapping Approach for Passive Shim Design in MRI.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006

2005
An inverse methodology for high-frequency RF coil design for MRI with de-emphasized B<sub>1</sub> fields.
IEEE Trans. Biomed. Eng., 2005

2003
On the induced electric field gradients in the human body for magnetic stimulation by gradient coils in MRI.
IEEE Trans. Biomed. Eng., 2003


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