Feng Liu

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 50

Top Topics

Diffusion Models

Magnetic Resonance

Image Reconstruction

Phase Unwrapping

Top Venues

IEEE Trans. Biomed. Eng.

Publications

Yang Gao, Zhuang Xiong, Shanshan Shan, Yin Liu, Pengfei Rong, Min Li, Alan H. Wilman, G. Bruce Pike, Feng Liu, Hongfu Sun
Plug-and-Play latent feature editing for orientation-adaptive quantitative susceptibility mapping neural networks. Medical Image Anal. 94 (2024)
Ziqi Yang, Mingfeng Jiang, Dongshen Ruan, Yang Li, Tao Tan, Sumei Huang, Feng Liu
LUCMT: Learnable under-sampling and reconstructed network with cross multi-head attention transformer for accelerating MR image reconstruction. Comput. Methods Programs Biomed. 255 (2024)
Suzhen Lin, Xiaoyu Fan, Fengfei Ma, Feng Liu, Lifang Wang, Yanbo Wang, Hualu Qiu
Perceptual contrast and residual self-attention generative adversarial network-based for highly under-sampled MRI reconstruction. Digit. Signal Process. 144 (2024)
Hongping Gan, Zhen Guo, Feng Liu
NesTD-Net: Deep NESTA-Inspired Unfolding Network With Dual-Path Deblocking Structure for Image Compressive Sensing. IEEE Trans. Image Process. 33 (2024)
Chi Zhang, Shaoming Wei, Ge Dong, Yajun Zeng, Guohun Zhu, Xujuan Zhou, Feng Liu
Time-Domain Sparsity-Based Bearing Fault Diagnosis Methods Using Pulse Signal-to-Noise Ratio. IEEE Trans. Instrum. Meas. 73 (2024)
Zhuang Xiong, Wei Jiang, Yang Gao, Feng Liu, Hongfu Sun
QSMDiff: Unsupervised 3D Diffusion Models for Quantitative Susceptibility Mapping. CoRR (2024)
Min Li, Chen Chen, Zhuang Xiong, Ying Liu, Pengfei Rong, Shanshan Shan, Feng Liu, Hongfu Sun, Yang Gao
IR2QSM: Quantitative Susceptibility Mapping via Deep Neural Networks with Iterative Reverse Concatenations and Recurrent Modules. CoRR (2024)
Zhuang Xiong, Yang Gao, Yin Liu, Amir Fazlollahi, Peter J. Nestor, Feng Liu, Hongfu Sun
Quantitative susceptibility mapping through model-based deep image prior (MoDIP). NeuroImage 291 (2024)
Yi Hua, Hongping Gan, Fangyi Wan, Xinlin Qing, Feng Liu
Distributed Estimation With Adaptive Cluster Learning Over Asynchronous Data Fusion. IEEE Trans. Aerosp. Electron. Syst. 59 (5) (2023)
Xiaocheng Yang, Chaodong Lu, Jingye Yan, Lin Wu, Feng Liu, Mingfeng Jiang
Iterative Regularization Using an Acceleration Technique for Synthetic Aperture Interferometric Radiometer. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16 (2023)
Wei Jiang, Zhuang Xiong, Feng Liu, Nan Ye, Hongfu Sun
Fast Controllable Diffusion Models for Undersampled MRI Reconstruction. CoRR (2023)
Zhuang Xiong, Yang Gao, Feng Liu, Hongfu Sun
Affine transformation edited and refined deep neural network for quantitative susceptibility mapping. NeuroImage 267 (2023)
Zhuang Xiong, Yang Gao, Yin Liu, Amir Fazlollahi, Peter J. Nestor, Feng Liu, Hongfu Sun
Quantitative Susceptibility Mapping through Model-based Deep Image Prior (MoDIP). CoRR (2023)
Chenghu Geng, Mingfeng Jiang, Xian Fang, Yang Li, Guangri Jin, Aixi Chen, Feng Liu
HFIST-Net: High-throughput fast iterative shrinkage thresholding network for accelerating MR image reconstruction. Comput. Methods Programs Biomed. 232 (2023)
Marlon E. Bran Lorenzana, Shekhar S. Chandra, Feng Liu
PhaseNet: Phase-Encode Denoising Network for Compressed Sensing MRI. CoRR (2023)
Marlon Bran Lorenzana, Feng Liu, Shekhar S. Chandra
Single Image Compressed Sensing MRI via a Self-Supervised Deep Denoising Approach. CoRR (2023)
Hongping Gan, Yang Gao, Chunyi Liu, Haiwei Chen, Tao Zhang, Feng Liu
AutoBCS: Block-Based Image Compressive Sensing With Data-Driven Acquisition and Noniterative Reconstruction. IEEE Trans. Cybern. 53 (4) (2023)
Xinwen Liu, Jing Wang, Cheng Peng, Shekhar S. Chandra, Feng Liu, S. Kevin Zhou
Undersampled MRI Reconstruction with Side Information-Guided Normalisation. MICCAI (6) (2022)
Yang Gao, Zhuang Xiong, Amir Fazlollahi, Peter J. Nestor, Viktor Vegh, Fatima Nasrallah, Craig Winter, G. Bruce Pike, Stuart Crozier, Feng Liu, Hongfu Sun
Instant tissue field and magnetic susceptibility mapping from MRI raw phase using Laplacian enhanced deep neural networks. NeuroImage 259 (2022)
Aurelien Destruel, Jin Jin, Ewald Weber, Mingyan Li, Craig Engstrom, Feng Liu, Stuart Crozier
Integrated Multi-Modal Antenna With Coupled Radiating Structures (I-MARS) for 7T pTx Body MRI. IEEE Trans. Medical Imaging 41 (1) (2022)
Xuanyu Zhu, Yang Gao, Feng Liu, Stuart Crozier, Hongfu Sun
BFRnet: A deep learning-based MR background field removal method for QSM of the brain containing significant pathological susceptibility sources. CoRR (2022)
Xinwen Liu, Jing Wang, Fangfang Tang, Shekhar S. Chandra, Feng Liu, Stuart Crozier
Deep Simultaneous Optimisation of Sampling and Reconstruction for Multi-contrast MRI. CoRR (2021)
Xinwen Liu, Jing Wang, Feng Liu, S. Kevin Zhou
Universal Undersampled MRI Reconstruction. CoRR (2021)
Haiwei Chen, Lei Guo, Mingyan Li, Aurelien Destruel, Chunyi Liu, Ewald Weber, Feng Liu, Stuart Crozier
Metamaterial-Inspired Radiofrequency (RF) Shield With Reduced Specific Absorption Rate (SAR) and Improved Transmit Efficiency for UHF MRI. IEEE Trans. Biomed. Eng. 68 (4) (2021)
Ke Shi, Mingyan Li, Ewald Weber, Stuart Crozier, Feng Liu
Image reconstruction for the rotating RF coil using k-t bin robust principal component analysis (RPCA) method. EMBC (2021)
Xinwen Liu, Jing Wang, Feng Liu, S. Kevin Zhou
Universal Undersampled MRI Reconstruction. MICCAI (6) (2021)
Yang Gao, Martijn Cloos, Feng Liu, Stuart Crozier, G. Bruce Pike, Hongfu Sun
Accelerating quantitative susceptibility and R2* mapping using incoherent undersampling and deep neural network reconstruction. NeuroImage 240 (2021)
Guohun Zhu, Fangrong Zong, Hua Zhang, Bizhong Wei, Feng Liu
Cognitive Load During Multitasking Can Be Accurately Assessed Based on Single Channel Electroencephalography Using Graph Methods. IEEE Access 9 (2021)
Chunyi Liu, Lei Guo, Mingyan Li, Haiwei Chen, Jin Jin, Wufan Chen, Feng Liu, Stuart Crozier
Divergence-Based Magnetic Resonance Electrical Properties Tomography. IEEE Trans. Biomed. Eng. 68 (1) (2021)
Wei He, Xinwen Liu, Linman Zhao, Ran Li, Feng Liu
Compressed Sensing-Based Simultaneous Recovery of Magnitude and Phase MR Images via Dual Trigonometric Sparsity. IEEE Access 9 (2021)
Yaohui Wang, Qiuliang Wang, Hongyi Qu, Yang Liu, Feng Liu
Highly Shielded Gradient Coil Design for a Superconducting Planar MRI System. IEEE Trans. Biomed. Eng. 67 (8) (2020)
Lei Guo, Mingyan Li, Phong Nguyen, Feng Liu, Stuart Crozier
Integral MR-EPT With the Calculation of Coil Current Distributions. IEEE Trans. Medical Imaging 39 (1) (2020)
Suzhen Lin, Ze Han, Dawei Li, Jianchao Zeng, Xiaoli Yang, Xinwen Liu, Feng Liu
Integrating model- and data-driven methods for synchronous adaptive multi-band image fusion. Inf. Fusion 54 (2020)
Zhimin Zhang, Xinwen Liu, Shoushui Wei, Hongping Gan, Feifei Liu, Yuwen Li, Chengyu Liu, Feng Liu
Electrocardiogram Reconstruction Based on Compressed Sensing. IEEE Access 7 (2019)
Hongping Gan, Song Xiao, Tao Zhang, Feng Liu
Bipolar measurement matrix using chaotic sequence. Commun. Nonlinear Sci. Numer. Simul. 72 (2019)
Zhimin Zhang, Weitong Chen, Chengyu Liu, Yun Kang, Feng Liu, Yuwen Li, Shoushui Wei
Robust Feature Selection Based on Fuzzy Rough Sets with Representative Sample. ADMA (2019)
Chaoqun Niu, Qiuliang Wang, Yang Hu, Yaohui Wang, Fangfang Tang, Feng Liu, Stuart Crozier
Numerical Design of High-Efficiency Whole-Body Gradient Coils With a Hybrid Cylindrical-Planar Structure. IEEE Trans. Biomed. Eng. 66 (6) (2019)
Lei Guo, Jin Jin, Mingyan Li, Yaohui Wang, Chun Liu, Feng Liu, Stuart Crozier
Reference-Based Integral MR-EPT: Simulation and Experiment Studies at 9.4 T MRI. IEEE Trans. Biomed. Eng. 66 (7) (2019)
Yaohui Wang, Qiuliang Wang, Lei Guo, Zhifeng Chen, Xinyuan Zhang, Hongyi Qu, Feng Liu
A Dichotomization Winding Scheme on a Novel Asymmetric Head Gradient Coil Design With an Improved Force and Torque Balance. IEEE Trans. Biomed. Eng. 66 (12) (2019)
Shanshan Shan, Mingyan Li, Fangfang Tang, Huan Ma, Feng Liu, Stuart Crozier
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. 66 (9) (2019)
Mingfeng Jiang, Liang Lu, Yi Shen, Long Wu, Yinglan Gong, Ling Xia, Feng Liu
Directional tensor product complex tight framelets for compressed sensing MRI reconstruction. IET Image Process. 13 (12) (2019)
Hongping Gan, Song Xiao, Feng Liu
Chaotic Binary Sensing Matrices. Int. J. Bifurc. Chaos 29 (9) (2019)
Lei Guo, Jin Jin, Chunyi Liu, Feng Liu, Stuart Crozier
Field. IEEE Trans. Biomed. Eng. 65 (2) (2018)
Yaohui Wang, Xuegang Xin, Feng Liu, Stuart Crozier
Spiral Gradient Coil Design for Use in Cylindrical MRI Systems. IEEE Trans. Biomed. Eng. 65 (4) (2018)
Yang Yang, Feng Liu, Mingyan Li, Jin Jin, Ewald Weber, Qing Huo Liu, Stuart Crozier
Pseudo-Polar Fourier Transform-Based Compressed Sensing MRI. IEEE Trans. Biomed. Eng. 64 (4) (2017)
Ken Cai, Rongqian Yang, Huazhou Chen, Lihua Li, Jing Zhou, Shanxing Ou, Feng Liu
A framework combining window width-level adjustment and Gaussian filter-based multi-resolution for automatic whole heart segmentation. Neurocomputing 220 (2017)
Yiran Wang, Zhifeng Chen, Jing Wang, Lixia Yuan, Ling Xia, Feng Liu
Improved k-t PCA Algorithm Using Artificial Sparsity in Dynamic MRI. Comput. Math. Methods Medicine 2017 (2017)
Fangfang Tang, Fabio Freschi, Maurizio Repetto, Yu Li, Feng Liu, Stuart Crozier
Mitigation of Intra-coil Eddy Currents in Split Gradient Coils in a Hybrid MRI-LINAC System. IEEE Trans. Biomed. Eng. 64 (3) (2017)
Jin Jin, Ewald Weber, Yasvir Tesiram, Thimo Hugger, Mingyan Li, Miguel A. Fuentes, Peter Ullmann, Simon Stark, Sven Junge, Feng Liu, Stuart Crozier
Image Reconstruction for a Rotating Radiofrequency Coil (RRFC) Using Self-Calibrated Sensitivity From Radial Sampling. IEEE Trans. Biomed. Eng. 64 (2) (2017)
Zhimin Zhang, Shoushui Wei, Dingwen Wei, Liping Li, Feng Liu, Chengyu Liu
Comparison of Four Recovery Algorithms Used in Compressed Sensing for ECG Signal Processing. CinC (2016)
Changjiu Zhang, Zhaoyang Jin, Haihui Ye, Feng Liu
Accelerating dynamic cardiac imaging based on a dual-dictionary learning algorithm. BMEI (2015)
Yang Yang, Feng Liu, Zhaoyang Jin, Stuart Crozier
Aliasing Artefact Suppression in Compressed Sensing MRI for Random Phase-Encode Undersampling. IEEE Trans. Biomed. Eng. 62 (9) (2015)
Yang Yang, Feng Liu, Wenlong Xu, Stuart Crozier
Compressed Sensing MRI via Two-stage Reconstruction. IEEE Trans. Biomed. Eng. 62 (1) (2015)
Lina Zhao, Shoushui Wei, Chengqiu Zhang, Yatao Zhang, Xinge Jiang, Feng Liu, Chengyu Liu
Determination of Sample Entropy and Fuzzy Measure Entropy Parameters for Distinguishing Congestive Heart Failure from Normal Sinus Rhythm Subjects. Entropy 17 (9) (2015)
Jinsong Zhang, Zhaoyang Jin, Haihui Ye, Feng Liu
Online dynamic magnetic resonance imaging based on an improved motion prediction scheme. BMEI (2014)
Zhen Feng, He Guo, Yinxin Wang, Yeyang Yu, Yang Yang, Feng Liu, Stuart Crozier
GPU accelerated high-dimensional compressed sensing MRI. ICARCV (2014)
Wei He, Ling Xia, Feng Liu
-Norm Algorithm for MRI Phase Unwrapping. Comput. Math. Methods Medicine 2014 (2014)
Adnan Trakic, Limei Liu, Hector Sanchez Lopez, Luca L. Zilberti, Feng Liu, Stuart Crozier
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. 61 (3) (2014)
Chengyu Liu, Ke Li, Lina Zhao, Feng Liu, Dingchang Zheng, Changchun Liu, Shutang Liu
Analysis of heart rate variability using fuzzy measure entropy. Comput. Biol. Medicine 43 (2) (2013)
Mingfeng Jiang, Yaming Wang, Ling Xia, Feng Liu, Shanshan Jiang, Wenqing Huang
The combination of self-organizing feature maps and support vector regression for solving the inverse ECG problem. Comput. Math. Appl. 66 (10) (2013)
Qinjie Ruan, Zhaoyang Jin, Feng Liu, Ping Xu, Xiaoping Lai
Fast dynamic magnetic resonance imaging based on an improved Motion Estimation/Motion Compensation scheme. BMEI (2013)
Zhen Feng, Feng Liu, He Guo, Zhikui Chen, Mingfeng Jiang, Mingjian Hong, Qi Jia
Distributed Compressed Sensing MRI Using Volume Array Coil. Int. J. Distributed Sens. Networks 9 (2013)
Yiyuan Cheng, Ling Xia, Wei He, Minhua Zhu, Feng Liu
Improved halbach magnets by particle swarm optimization for mobile nuclear magnetic resonance systems. ICNC (2013)
Wei Chen, Zhaoyang Jin, Feng Liu, Yiping P. Du
Application of SVD-based sparsity in compressed sensing susceptibility weighted imaging. BMEI (2012)
Adnan Trakic, Ewald Weber, Bing Keong Li, Hua O. Wang, Feng Liu, Craig Engstrom, Stuart Crozier
Electromechanical Design and Construction of a Rotating Radio-Frequency Coil System for Applications in Magnetic Resonance. IEEE Trans. Biomed. Eng. 59 (4) (2012)
Tingting Shao, Ling Xia, Guisheng Tao, Jieru Chi, Feng Liu, Stuart Crozier
Advanced Three-Dimensional Tailored RF Pulse Design in Volume Selective Parallel Excitation. IEEE Trans. Medical Imaging 31 (5) (2012)
Wei He, Yiyuan Cheng, Ling Xia, Feng Liu
A New Particle Swarm Optimization-Based Method for Phase Unwrapping of MRI Data. Comput. Math. Methods Medicine 2012 (2012)
Jianhong Dou, Ling Xia, Dongdong Deng, Yunliang Zang, Guofa Shou, Cesar Bustos, Weifeng Tu, Feng Liu, Stuart Crozier
A Study of Mechanical Optimization Strategy for Cardiac Resynchronization Therapy Based on an Electromechanical Model. Comput. Math. Methods Medicine 2012 (2012)
Mingfeng Jiang, Feng Liu, Yaming Wang, Guofa Shou, Wenqing Huang, Huaxiong Zhang
A Hybrid Model of Maximum Margin Clustering Method and Support Vector Regression for Noninvasive Electrocardiographic Imaging. Comput. Math. Methods Medicine 2012 (2012)
Minhua Zhu, Ling Xia, Feng Liu, Jianfeng Zhu, Liyi Kang, Stuart Crozier
A Finite Difference Method for the Design of Gradient Coils in MRI - An Initial Framework. IEEE Trans. Biomed. Eng. 59 (9) (2012)
Ling Xia, Alan Murray, Dingchang Zheng, Feng Liu, Xuesong Ye, Gangmin Ning
Cardiovascular System Modeling. Comput. Math. Methods Medicine 2012 (2012)
Mingyan Li, Jin Jin, Adnan Trakic, Feng Liu, Ewald Weber, Yu Li, Stuart Crozier
Hign acceleration with a rotating radiofrequency coil array (RRFCA) in parallel magnetic resonance imaging (MRI). EMBC (2012)
Yu Li, Ewald Weber, Feng Liu, Bing Keong Li, Stuart Crozier
The optimization of an 8-channel transceive volume array for small animal MRI at 9.4T. EMBC (2011)
Jin Jin, Feng Liu, Yu Li, Ewald Weber, Wenlong Xu, Stuart Crozier
A MOM/FEM-based coil sensitivity mapping method for high-field parallel MRI. EMBC (2011)
Jieru Chi, Feng Liu, Ewald Weber, Yu Li, Stuart Crozier
GPU-Accelerated FDTD Modeling of Radio-Frequency Field-Tissue Interactions in High-Field MRI. IEEE Trans. Biomed. Eng. 58 (6) (2011)
Jin Jin, Yu Li, Feng Liu, Ewald Weber, Stuart Crozier
A comparison study of different RF shields for an 8-element transceive small animal array at 9.4T. EMBC (2011)
Limei Liu, Hector Sanchez Lopez, Michael Poole, Feng Liu, Stuart Crozier
Simulation and analysis of split gradient coil performance in MRI. EMBC (2011)
Yeyang Yu, Mingjian Hong, Feng Liu, Hua Wang, Stuart Crozier
Compressed sensing MRI using Singular Value Decomposition based sparsity basis. EMBC (2011)
Yu Li, Feng Liu, Ewald Weber, Mingyan Li, Wenlong Xu, Stuart Crozier
A theoretical study for the inverse design of an ellipsoidal phased-array breast coil. EMBC (2011)
Mingfeng Jiang, Ling Xia, Guofa Shou, Qing Wei, Feng Liu, Stuart Crozier
Effect of Cardiac Motion on Solution of the Electrocardiography Inverse Problem. IEEE Trans. Biomed. Eng. 56 (4) (2009)
Guofa Shou, Ling Xia, Mingfeng Jiang, Qing Wei, Feng Liu, Stuart Crozier
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. 56 (5) (2009)
Guofa Shou, Ling Xia, Mingfeng Jiang, Qing Wei, Feng Liu, Stuart Crozier
Truncated Total Least Squares: A New Regularization Method for the Solution of ECG Inverse Problems. IEEE Trans. Biomed. Eng. 55 (4) (2008)
Hua O. Wang, Feng Liu, Adnan Trakic, Stuart Crozier
An Improved Quasi-Static Finite-Difference Scheme for Induced Field Evaluation Based on the Biconjugate Gradient Method. IEEE Trans. Biomed. Eng. 55 (7) (2008)
Guofa Shou, Ling Xia, Mingfeng Jiang, Feng Liu, Stuart Crozier
Forward and Inverse Solutions of Electrocardiography Problem Using an Adaptive BEM Method. FIMH (2007)
Hua O. Wang, Adnan Trakic, Ling Xia, Stuart Crozier, Feng Liu, Marek E. Bialkowski
A Parallel FDTD Scheme for Electromagnetic Analysis and Design of MRI System. EMBC (2006)
Adnan Trakic, Feng Liu, Hector Sanchez Lopez, Hua Wang, Stuart Crozier
Tailoring magnetic field gradient design to magnet cryostat geometry. EMBC (2006)
Hector Sanchez Lopez, Feng Liu, Adnan Trakic, Stuart Crozier
A Magnetization Mapping Approach for Passive Shim Design in MRI. EMBC (2006)
Guofa Shou, Mingfeng Jiang, Ling Xia, Qing Wei, Feng Liu, Stuart Crozier
A comparison of different choices for the regularization parameter in inverse electrocardiography models. EMBC (2006)
Hua O. Wang, Marek E. Bialkowski, Feng Liu, Stuart Crozier
FDTD Investigations into UWB Radar Technique of Breast Tumor Detection and Location. Afr. J. Inf. Commun. Technol. 2 (2) (2006)
Bin Xu, Qing Wei, Feng Liu, Stuart Crozier
fields. IEEE Trans. Biomed. Eng. 52 (9) (2005)
Feng Liu, Huawei Zhao, Stuart Crozier
On the induced electric field gradients in the human body for magnetic stimulation by gradient coils in MRI. IEEE Trans. Biomed. Eng. 50 (7) (2003)