杨　峰｜中南大学｜学者主页

2022

Connecting macroscopic diffusion metrics of cardiac diffusion tensor imaging and microscopic myocardial structures based on simulation

Lihui Wang, Yao Hong, Yongbin Qin, Xin-Yu Cheng, Feng Yang, Jie Yang, Yuemin Zhu

Medical Image Anal.

DOI

2022

Accelerating multi-echo MRI in k-space with complex-valued diffusion probabilistic model

Ying Cao, Lihui Wang, Jian Zhang, Hui Xia, Feng Yang, Yuemin Zhu

International Conference on the Software Process

DOI

2022

Glioma grade prediction using a cross-fusion network based on unsegmented multi-sequence magnetic resonance images

Qi-Jian Chen, Lihui Wang, Shunchao Guo, Hui Xia, Feng Yang, Yuemin Zhu

International Conference on the Software Process

DOI

2022

Effect of different configurations of diffusion gradient directions on accuracy of diffusion tensor estimation in cardiac DTI

Yunlong He, Lihui Wang, Feng Yang, P. Clarysse, M. Robini, Yuemin Zhu

International Conference on the Software Process

DOI

2022

A dual-flow neural network for medical image registration

K. Tang, Lihui Wang, Xin-Yu Cheng, Hui Xia, Feng Yang, Yuemin Zhu

International Conference on the Software Process

DOI

2022

Adaptive temporal information fusion network for in vivo cardiac DTI motion compensation

Ze-Yu Deng, Lihui Wang, Chen Ye, Ying Cao, Feng Yang, Yuemin Zhu

International Conference on the Software Process

DOI

2021

Improved Image Reconstruction Using Multi-Energy Information in Spectral Photon-Counting CT

Pei Niu, Lihuiwang, Bingqing Xie, M. Robini, L. Boussel, Phillippe C. Douek, Yuemin Zhu, Feng Yang

IEEE Access

DOI

2021

Super-Energy-Resolution Material Decomposition for Spectral Photon-Counting CT Using Pixel-Wise Learning

Bingqing Xie, Yue-Min Zhu, Pei Niu, Ting Su, Feng Yang, Lihui Wang, P. Rodesch, L. Boussel, P. Douek, P. Duvauchelle

IEEE Access

DOI

2021

Systematic Study of Joint Influence of Angular Resolution and Noise in Cardiac Diffusion Tensor Imaging

Yunlong He, Lihui Wang, Feng Yang, Yong Xia, P. Clarysse, Yuemin Zhu

Functional Imaging and Modeling of the Heart

DOI

2020

A stochastic approach to full inverse treatment planning for charged-particle therapy

M. Robini, Feng Yang, Yuemin Zhu

Journal of Global Optimization

DOI

2020

CS-GAN for High-Quality Diffusion Tensor Imaging

Ying Cao, Lihui Wang, Jian-Ping Huang, Xin-Yu Cheng, Jian Zhang, Feng Yang, Pengpeng Zhang, Jie Yang, Yuemin Zhu

DOI

2020

Deep Group-Wise Angular Translation of Cardiac Diffusion MRI in q-space via Manifold Regularized GAN

Yunlong He, Lihui Wang, Feng Yang, P. Clarysse, Yuemin Zhu

International Conference on the Software Process

DOI

2020

Automatic recognition and tracking of liver blood vessels in ultrasound image using deep neural networks

Yue Zhao, Yuanzheng Wang, Yuan Yu, Feng Yang, Yi Shen

International Conference on the Software Process

DOI

2020

UNet-ESPC-Cascaded Super-Resolution Reconstruction in Spectral CT

Zhouxia Li, Xiaoni Wang, Lihui Wang, Wen Ji, Miaomiao Zhang, Yuemin Zhu, Feng Yang

International Conference on the Software Process

DOI

2019

ROI-Wise Material Decomposition in Spectral Photon-Counting CT

Bingqing Xie, Pei Niu, Ting Su, V. Kaftandjian, L. Boussel, P. Douek, Feng Yang, P. Duvauchelle, Yuemin Zhu

IEEE Transactions on Nuclear Science

DOI

2019

CNN-Based Invertible Wavelet Scattering for the Investigation of Diffusion Properties of the In Vivo Human Heart in Diffusion Tensor Imaging

Ze-Yu Deng, Lihui Wang, Zi-Xiang Kuai, Qi-Jian Chen, Xin-Yu Cheng, Feng Yang, Jie Yang, Yuemin Zhu

arXiv.org

2019

Material Decomposition in X-ray Spectral CT Using Multiple Constraints in Image Domain

Bingqing Xie, Ting Su, V. Kaftandjian, Pei Niu, Feng Yang, M. Robini, Yuemin Zhu, P. Duvauchelle

Journal of nondestructive evaluation

DOI

2019

Structure Prior Constrained Estimation of Human Cardiac Diffusion Tensors

Chun-Yu Chu, Changyu Sun, Zi-Xiang Kuai, Feng Yang, Yuemin Zhu

IEEE Transactions on Biomedical Engineering

DOI

2018

Quantitative comparison of human myocardial fiber orientations derived from DTI and polarized light imaging

Feng Yang, Yuemin Zhu, G. Michalowicz, P. Jouk, L. Fanton, M. Viallon, P. Clarysse, P. Croisille, Y. Usson

Physics in Medicine and Biology

DOI

2018

Simultaneous Reconstruction and Denoising of Spectral CT Images

Pei Niu, M. Robini, Bingqing Xie, Ting Su, V. Kaftandjian, Feng Yang, Yuemin Zhu, P. Duvauchelle

International Conference on the Software Process

DOI

2018

Inexact Half-Quadratic Optimization for Linear Inverse Problems

M. Robini, Feng Yang, Yuemin Zhu

SIAM Journal of Imaging Sciences

DOI

2018

Probabilistic Atlas Construction of Human Cardiac Fiber Structure in DT-MRI

Feng Yang, Yuemin Zhu, Lihui Wang, M. Robini, J. Pousin, P. Clarysse

International Conference on the Software Process

DOI

2018

Predicting Lymph Node Metastasis of Lung Cancer Using Stacked Sparse Autoencoder

Wei Wang, Yi-Song Wang, Lihui Wang, Caixia Sun, Xin-Yu Cheng, Zhi Li, Jian Zhang, Feng Yang, Yuemin Zhu

International Conference on the Software Process

DOI

2018

Non-Small Cell Lung Cancer Staging Using Deep Restricted Boltzmann Machine

Caixia Sun, Lihui Wang, Wei Wang, Xin-Yu Cheng, Zhi Li, Jian Zhang, Feng Yang, Jian-Ping Huang, Yuemin Zhu

International Conference on the Software Process

DOI

2018

Quantitative Susceptibility Mapping for Drug-Addicted Human Brain

Jiaxu Wei, Lihui Wang, Jian Zhang, Hongjiang Wei, Yuyao Zhang, Xin-Yu Cheng, Zhi Li, Feng Yang, Yuemin Zhu

International Conference on the Software Process

DOI

2018

Cardiac diffusion tensor imaging simulation based on deep convolutional generative adversarial network

Bin Liu, Lihui Wang, Jian Zhang, Xin-Yu Cheng, Feng Yang, Jian-Ping Huang, Yuemin Zhu

International Conference on the Software Process

DOI

2017

Convolutional neural networks for predicting molecular profiles of non-small cell lung cancer

Dongdong Yu, Mu Zhou, Feng Yang, D. Dong, O. Gevaert, Zai-Yi Liu, Jingyun Shi, Jie Tian

IEEE International Symposium on Biomedical Imaging

DOI

2017

Validation of dMRI-Derived Fiber Orientations Using PLI in Human Fetal Hearts

Y. Usson, Feng Yang, Yuemin Zhu

2017

Global Diffusion Tractography by Simulated Annealing

M. Robini, Matthew Ozon, C. Frindel, Feng Yang, Yuemin Zhu

IEEE Transactions on Biomedical Engineering

DOI

2017

Fast single image super-resolution using estimated low-frequency k-space data in MRI.

Jianhua Luo, Zhiying Mou, Binjie Qin, W. Li, Feng Yang, M. Robini, Yuemin Zhu

Magnetic Resonance Imaging

DOI

2017

Image reconstruction by nonconvex inexact half-quadratic optimization

M. Robini, Pei Niu, Feng Yang, Yuemin Zhu

Nuclear Science Symposium and Medical Imaging Conference

DOI

2017

Multi-crop Convolutional Neural Networks for lung nodule malignancy suspiciousness classification

Wei Shen, Mu Zhou, Feng Yang, Dongdong Yu, D. Dong, Caiyun Yang, Ya-Li Zang, Jie Tian

Pattern Recognition

DOI

2016

Lung Lesion Extraction Using a Toboggan Based Growing Automatic Segmentation Approach

Jiang-Dian Song, Caiyun Yang, Li Fan, Kun Wang, Feng Yang, Shi-Yuan Liu, Jie Tian

IEEE Transactions on Medical Imaging

DOI

2016

単純化した心臓繊維構造に向けてマルチスケールファイバマージング【Powered by NICT】

Hong-Ying Li, Robini Marc, Feng Yang, Yuemin Zhu

2016

Assessment of the Characteristics of Orientation Distribution Functions in HARDI Using Morphological Metrics

Changyu Sun, Yuemin Zhu, Chun-Yu Chu, Feng Yang, Wan-Yu Liu, J. Korenberg, E. Hsu

PLoS ONE

DOI

2016

Learning from Experts: Developing Transferable Deep Features for Patient-Level Lung Cancer Prediction

Wei Shen, Mu Zhou, Feng Yang, D. Dong, Caiyun Yang, Ya-Li Zang, Jie Tian

International Conference on Medical Image Computing and Computer-Assisted Intervention

DOI

2016

Fast Rotation-Free Feature-Based Image Registration Using Improved N-SIFT and GMM-Based Parallel Optimization

Dongdong Yu, Feng Yang, Caiyun Yang, Cheng-Cai Leng, Jian-Xin Cao, Yining Wang, Jie Tian

IEEE Transactions on Biomedical Engineering

DOI

2016

Diffusion MRI simulation for human brain based on the atlas

H. Du, Lihui Wang, Wan-Yu Liu, Feng Yang, Zhi Li, Yue-Min Zhu

IEEE International Symposium on Biomedical Imaging

DOI

2016

Towards a simplified cardiac fiber architecture — Multiscale fiber merging

Hong-Ying Li, M. Robini, Feng Yang, Yuemin Zhu

International Conference on the Software Process

DOI

2016

A further investigation of the Euler angle calculation in diffusion tensor imaging

Feng Yang, Yuemin Zhu, P. Kingsley

International Conference on the Software Process

DOI

2015

Pulmonary nodule benignity and malignancy predicting method based on convolutional neural networks

Jie Tian, Wei Shen, Feng Yang, Caiyun Yang

2015

Visualization of multiple anatomical structures with explicit isosurface manipulation

Xiaonan Wan, Fei Yang, Feng Yang, Xiu-Li Li, Min Xu, Jie Tian

Annual International Conference of the IEEE Engineering in Medicine and Biology Society

DOI

2015

A new region descriptor for multi-modal medical image registration and region detection

Xiaonan Wan, Dongdong Yu, Feng Yang, Caiyun Yang, Cheng-Cai Leng, Min Xu, Jie Tian

Annual International Conference of the IEEE Engineering in Medicine and Biology Society

DOI

2015

Free-Breathing Diffusion Tensor Imaging and Tractography of the Human Heart in Healthy Volunteers Using Wavelet-Based Image Fusion

Hongjiang Wei, M. Viallon, B. Delattre, K. Moulin, Feng Yang, P. Croisille, Yuemin Zhu

IEEE Transactions on Medical Imaging

DOI

2015

[Clinical Application of Extraction and Analysis of the Key Frames Based on IVUS Sequences].

Haiqun Mao, Feng Yang, Zheng Huang, Kai Cui, Xinxin Wang

Sheng wu yi xue gong cheng xue za zhi = Journal of biomedical engineering = Shengwu yixue gongchengxue zazhi

2015

Cardiac Fiber Unfolding by Semidefinite Programming

Hong-Ying Li, M. Robini, Feng Yang, I. Magnin, Yuemin Zhu

IEEE Transactions on Biomedical Engineering

DOI

2015

[Key frames extraction and application in intravascular ultrasound pullback sequences based on manifold learning].

Haiqun Mao, Feng Yang, Mudan Lin, Zheng Huang, Kai Cui, Xinxin Wang

Nan fang yi ke da xue xue bao = Journal of Southern Medical University

2015

A Segmentation Algorithm for Quantitative Analysis of Heterogeneous Tumors of the Cervix With 18 F-FDG PET/CT

W. Mu, Zhe Chen, Wei Shen, Feng Yang, Ying Liang, Ruwei Dai, N. Wu, Jie Tian

IEEE Transactions on Biomedical Engineering

DOI

2015

Automatic localization of vertebrae based on convolutional neural networks

Wei Shen, Feng Yang, W. Mu, Caiyun Yang, Xin Yang, Jie Tian

Medical Imaging

DOI

2015

Staging of cervical cancer based on tumor heterogeneity characterized by texture features on 18F-FDG PET images

W. Mu, Zhe Chen, Ying Liang, Wei Shen, Feng Yang, Ruwei Dai, N. Wu, Jie Tian

Physics in Medicine and Biology

DOI

2015

Multi-scale Convolutional Neural Networks for Lung Nodule Classification

Wei Shen, Mu Zhou, Feng Yang, Caiyun Yang, Jie Tian

Information Processing in Medical Imaging

DOI

2014

Ray feature analysis for volume rendering

Fei Yang, Feng Yang, Xiu-Li Li, Jie Tian

Multimedia tools and applications

DOI

2014

Simulation of dynamic DTI of 3D cardiac fiber structures

Lihui Wang, Yuemin Zhu, Feng Yang, Wan-Yu Liu, I. Magnin

IEEE International Symposium on Biomedical Imaging

DOI

2014

A Comparative Study of Different Level Interpolations for Improving Spatial Resolution in Diffusion Tensor Imaging

Feng Yang, Yuemin Zhu, Jianhua Luo, M. Robini, Jie Liu, P. Croisille

IEEE journal of biomedical and health informatics

DOI

2014

Maximum energy tracking approach to reconstructing human cardiac fibers from DTI

Xin Song, Feng Yang, L. Fanton, P. Croisille, Yuemin Zhu

International Conference on the Software Process

DOI

2013

3518 Influence of Post Diffusion Tensor Image Processing on FA Measure of Myocardial Infarction in Porcine Model

Feng Yang, Yuemin Zhu, Maria A. Zuluaga, P. Croisille

2012

Registration of cardiac diffusion tensor images using B-spline free-form deformation

Tao Wu, L. Xia, Feng Yang

International Conference on BioMedical Engineering and Informatics

DOI

2012

A neighborhood-based probabilistic approach for fiber tracking in human cardiac DTI

Hong-Ying Li, M. Robini, Feng Yang, Yuemin Zhu

IEEE International Symposium on Biomedical Imaging

DOI

2012

DT-MRI interpolation: At what level?

Feng Yang, Yuemin Zhu, M. Robini, P. Croisille

2012 IEEE 11th International Conference on Signal Processing

DOI

2012

Feature-based interpolation of diffusion tensor fields and application to human cardiac DT-MRI

Feng Yang, Yuemin Zhu, I. Magnin, Jianhua Luo, P. Croisille, P. Kingsley

Medical Image Anal.

DOI

2011

Interpolation of vector fields from human cardiac DT-MRI

Feng Yang, Yuemin Zhu, S. Rapacchi, Jianhua Luo, Marc C. Robini, P. Croisille

Physics in Medicine and Biology

DOI

2010

Analysis of Myocardial Fiber Structure Using DTI

Xin Song, Yuemin Zhu, Feng Yang, Jian-Ren Luo

2010

Quantitative study of fiber tracking results in human cardiac DTI

Xin Song, Yuemin Zhu, Feng Yang, Jian-Ren Luo

IEEE 10th INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING PROCEEDINGS

DOI

2010

Interpolation of human cardiac DT-MRI data using polar coordinates

Feng Yang, Yuemin Zhu, Xin Song, Jian-Ren Luo, P. Clarysse

IEEE 10th INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING PROCEEDINGS

DOI

2009

Noise-Reduced TPS Interpolation of Primary Vector Fields for Fiber Tracking in Human Cardiac DT-MRI

Feng Yang, Xin Song, S. Rapacchi, L. Fanton, P. Croisille, Yuemin Zhu

Functional Imaging and Modeling of the Heart

DOI

精选作品

期刊论文

Connecting macroscopic diffusion metrics of cardiac diffusion tensor imaging and microscopic myocardial structures based on simulation

Accelerating multi-echo MRI in k-space with complex-valued diffusion probabilistic model

Glioma grade prediction using a cross-fusion network based on unsegmented multi-sequence magnetic resonance images

Effect of different configurations of diffusion gradient directions on accuracy of diffusion tensor estimation in cardiac DTI

A dual-flow neural network for medical image registration

Adaptive temporal information fusion network for in vivo cardiac DTI motion compensation

Improved Image Reconstruction Using Multi-Energy Information in Spectral Photon-Counting CT

Super-Energy-Resolution Material Decomposition for Spectral Photon-Counting CT Using Pixel-Wise Learning

Systematic Study of Joint Influence of Angular Resolution and Noise in Cardiac Diffusion Tensor Imaging

A stochastic approach to full inverse treatment planning for charged-particle therapy

CS-GAN for High-Quality Diffusion Tensor Imaging

Deep Group-Wise Angular Translation of Cardiac Diffusion MRI in q-space via Manifold Regularized GAN

Automatic recognition and tracking of liver blood vessels in ultrasound image using deep neural networks

UNet-ESPC-Cascaded Super-Resolution Reconstruction in Spectral CT

ROI-Wise Material Decomposition in Spectral Photon-Counting CT

CNN-Based Invertible Wavelet Scattering for the Investigation of Diffusion Properties of the In Vivo Human Heart in Diffusion Tensor Imaging

Material Decomposition in X-ray Spectral CT Using Multiple Constraints in Image Domain

Structure Prior Constrained Estimation of Human Cardiac Diffusion Tensors

Quantitative comparison of human myocardial fiber orientations derived from DTI and polarized light imaging

Simultaneous Reconstruction and Denoising of Spectral CT Images

Inexact Half-Quadratic Optimization for Linear Inverse Problems

Probabilistic Atlas Construction of Human Cardiac Fiber Structure in DT-MRI

Predicting Lymph Node Metastasis of Lung Cancer Using Stacked Sparse Autoencoder

Non-Small Cell Lung Cancer Staging Using Deep Restricted Boltzmann Machine

Quantitative Susceptibility Mapping for Drug-Addicted Human Brain

Cardiac diffusion tensor imaging simulation based on deep convolutional generative adversarial network

Convolutional neural networks for predicting molecular profiles of non-small cell lung cancer

Validation of dMRI-Derived Fiber Orientations Using PLI in Human Fetal Hearts

Global Diffusion Tractography by Simulated Annealing

Fast single image super-resolution using estimated low-frequency k-space data in MRI.

Image reconstruction by nonconvex inexact half-quadratic optimization

Multi-crop Convolutional Neural Networks for lung nodule malignancy suspiciousness classification

Lung Lesion Extraction Using a Toboggan Based Growing Automatic Segmentation Approach

単純化した心臓繊維構造に向けて マルチスケールファイバマージング【Powered by NICT】

Assessment of the Characteristics of Orientation Distribution Functions in HARDI Using Morphological Metrics

Learning from Experts: Developing Transferable Deep Features for Patient-Level Lung Cancer Prediction

Fast Rotation-Free Feature-Based Image Registration Using Improved N-SIFT and GMM-Based Parallel Optimization

Diffusion MRI simulation for human brain based on the atlas

Towards a simplified cardiac fiber architecture — Multiscale fiber merging

A further investigation of the Euler angle calculation in diffusion tensor imaging

Pulmonary nodule benignity and malignancy predicting method based on convolutional neural networks

Visualization of multiple anatomical structures with explicit isosurface manipulation

A new region descriptor for multi-modal medical image registration and region detection

Free-Breathing Diffusion Tensor Imaging and Tractography of the Human Heart in Healthy Volunteers Using Wavelet-Based Image Fusion

[Clinical Application of Extraction and Analysis of the Key Frames Based on IVUS Sequences].

Cardiac Fiber Unfolding by Semidefinite Programming

[Key frames extraction and application in intravascular ultrasound pullback sequences based on manifold learning].

A Segmentation Algorithm for Quantitative Analysis of Heterogeneous Tumors of the Cervix With 18 F-FDG PET/CT

Automatic localization of vertebrae based on convolutional neural networks

Staging of cervical cancer based on tumor heterogeneity characterized by texture features on 18F-FDG PET images

Multi-scale Convolutional Neural Networks for Lung Nodule Classification

Ray feature analysis for volume rendering

Simulation of dynamic DTI of 3D cardiac fiber structures

A Comparative Study of Different Level Interpolations for Improving Spatial Resolution in Diffusion Tensor Imaging

Maximum energy tracking approach to reconstructing human cardiac fibers from DTI

3518 Influence of Post Diffusion Tensor Image Processing on FA Measure of Myocardial Infarction in Porcine Model

Registration of cardiac diffusion tensor images using B-spline free-form deformation

A neighborhood-based probabilistic approach for fiber tracking in human cardiac DTI

DT-MRI interpolation: At what level?

Feature-based interpolation of diffusion tensor fields and application to human cardiac DT-MRI

Interpolation of vector fields from human cardiac DT-MRI

Analysis of Myocardial Fiber Structure Using DTI

Quantitative study of fiber tracking results in human cardiac DTI

Interpolation of human cardiac DT-MRI data using polar coordinates

Noise-Reduced TPS Interpolation of Primary Vector Fields for Fiber Tracking in Human Cardiac DT-MRI

研究方向

単純化した心臓繊維構造に向けてマルチスケールファイバマージング【Powered by NICT】