Hengyong Yu

Orcid: 0000-0002-5852-0813

Affiliations:

Virginia Tech, Blacksburg, Virginia, USA

According to our database¹, Hengyong Yu authored at least 111 papers between 2003 and 2024.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

Legend:

Book

In proceedings

Article

PhD thesis

Dataset

Other

Bibliography

2024

LoMAE: Simple Streamlined Low-Level Masked Autoencoders for Robust, Generalized, and Interpretable Low-Dose CT Denoising.

[BibT_eX]

[DOI]

IEEE J. Biomed. Health Informatics, November, 2024

Editorial.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, October, 2024

Adaptive and Iterative Learning With Multi-Perspective Regularizations for Metal Artifact Reduction.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, September, 2024

Two-and-a-half order score-based model for solving 3D ill-posed inverse problems.

[BibT_eX]

[DOI]

Comput. Biol. Medicine, January, 2024

Iterative Residual Optimization Network for Limited-Angle Tomographic Reconstruction.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2024

ρ-NeRF: Leveraging Attenuation Priors in Neural Radiance Field for 3D Computed Tomography Reconstruction.

[BibT_eX]

[DOI]

CoRR, 2024

Deep Few-view High-resolution Photon-counting Extremity CT at Halved Dose for a Clinical Trial.

[BibT_eX]

[DOI]

Niels J. A. De Ruiter

CoRR, 2024

Dual-TranSpeckle: Dual-pathway transformer based encoder-decoder network for medical ultrasound image despeckling.

[BibT_eX]

[DOI]

Comput. Biol. Medicine, 2024

Gradient Guided Co-Retention Feature Pyramid Network for LDCT Image Denoising.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

2023

3D SAACNet with GBM for the classification of benign and malignant lung nodules.

[BibT_eX]

[DOI]

Comput. Biol. Medicine, February, 2023

Deep Dual-Domain United Guiding Learning With Global-Local Transformer-Convolution U-Net for LDCT Reconstruction.

[BibT_eX]

[DOI]

IEEE Trans. Instrum. Meas., 2023

Spectral2Spectral: Image-Spectral Similarity Assisted Deep Spectral CT Reconstruction Without Reference.

[BibT_eX]

[DOI]

IEEE Trans. Computational Imaging, 2023

Using HVS Dual-Pathway and Contrast Sensitivity to Blindly Assess Image Quality.

[BibT_eX]

[DOI]

Sensors, 2023

HCformer: Hybrid CNN-Transformer for LDCT Image Denoising.

[BibT_eX]

[DOI]

J. Imaging Inform. Medicine, 2023

LoMAE: Low-level Vision Masked Autoencoders for Low-dose CT Denoising.

[BibT_eX]

[DOI]

CoRR, 2023

SQ-Swin: Siamese Quadratic Swin Transformer for Lettuce Browning Prediction.

[BibT_eX]

[DOI]

IEEE Access, 2023

ezLDA: Efficient and Scalable LDA on GPUs.

[BibT_eX]

[DOI]

IEEE Access, 2023

Multi-perspective Adaptive Iteration Network for Metal Artifact Reduction.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

Masked Autoencoders for Low-dose CT Denoising.

[BibT_eX]

[DOI]

Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

2022

MSANet: Multiscale Aggregation Network Integrating Spatial and Channel Information for Lung Nodule Detection.

[BibT_eX]

[DOI]

IEEE J. Biomed. Health Informatics, 2022

On a Sparse Shortcut Topology of Artificial Neural Networks.

[BibT_eX]

[DOI]

IEEE Trans. Artif. Intell., 2022

Stabilizing deep tomographic reconstruction: Part B. Convergence analysis and adversarial attacks.

[BibT_eX]

[DOI]

Patterns, 2022

Stabilizing deep tomographic reconstruction: Part A. Hybrid framework and experimental results.

[BibT_eX]

[DOI]

Patterns, 2022

Spectral2Spectral: Image-spectral Similarity Assisted Spectral CT Deep Reconstruction without Reference.

[BibT_eX]

[DOI]

CoRR, 2022

SQ-Swin: a Pretrained Siamese Quadratic Swin Transformer for Lettuce Browning Prediction.

[BibT_eX]

[DOI]

CoRR, 2022

CTformer: Convolution-free Token2Token Dilated Vision Transformer for Low-dose CT Denoising.

[BibT_eX]

[DOI]

CoRR, 2022

Manifoldron: Direct Space Partition via Manifold Discovery.

[BibT_eX]

[DOI]

CoRR, 2022

Spectral CT reconstruction via Spectral-Image Tensor and Bidirectional Image-gradient minimization.

[BibT_eX]

[DOI]

Comput. Biol. Medicine, 2022

2021

MetaInv-Net: Meta Inversion Network for Sparse View CT Image Reconstruction.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2021

CLEAR: Comprehensive Learning Enabled Adversarial Reconstruction for Subtle Structure Enhanced Low-Dose CT Imaging.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2021

DRONE: Dual-Domain Residual-based Optimization NEtwork for Sparse-View CT Reconstruction.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2021

Tensor Gradient L₀-Norm Minimization-Based Low-Dose CT and Its Application to COVID-19.

[BibT_eX]

[DOI]

IEEE Trans. Instrum. Meas., 2021

Automatic Patient-Level Detection of Coronavirus Disease (COVID-19) Using Convolutional Neural Network from Lung CT Scans.

[BibT_eX]

[DOI]

J. Medical Imaging Health Informatics, 2021

AI-Enabled Ultra-Low-Dose CT Reconstruction.

[BibT_eX]

[DOI]

CoRR, 2021

IEEE Access Special Section Editorial: Multi-Energy Computed Tomography and its Applications.

[BibT_eX]

[DOI]

Hengyong Yu

Yuemin Zhu

Aamir Younas Raja

IEEE Access, 2021

Refined Locally Linear Transform-Based Spectral-Domain Gradient Sparsity and Its Applications in Spectral CT Reconstruction.

[BibT_eX]

[DOI]

Qian Wang

Morteza Salehjahromi

Hengyong Yu

IEEE Access, 2021

TED-Net: Convolution-Free T2T Vision Transformer-Based Encoder-Decoder Dilation Network for Low-Dose CT Denoising.

[BibT_eX]

[DOI]

Dayang Wang

Zhan Wu

Hengyong Yu

Proceedings of the Machine Learning in Medical Imaging - 12th International Workshop, 2021

2020

Stabilizing Deep Tomographic Reconstruction.

[BibT_eX]

[DOI]

Dataset, August, 2020

Stabilizing Deep Tomographic Reconstruction Networks.

[BibT_eX]

[DOI]

Dataset, August, 2020

Stabilizing Deep Tomographic Reconstruction Networks.

[BibT_eX]

[DOI]

Dataset, August, 2020

Stabilizing Deep Tomographic Reconstruction Networks.

[BibT_eX]

[DOI]

Dataset, August, 2020

Stabilizing Deep Tomographic Reconstruction Networks.

[BibT_eX]

[DOI]

Dataset, August, 2020

Stabilizing Deep Tomographic Reconstruction Networks.

[BibT_eX]

[DOI]

Dataset, August, 2020

Spectrum Estimation-Guided Iterative Reconstruction Algorithm for Dual Energy CT.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2020

Stabilizing Deep Tomographic Reconstruction Networks.

[BibT_eX]

[DOI]

CoRR, 2020

Spectral CT Reconstruction Based on PICCS and Dictionary Learning.

[BibT_eX]

[DOI]

IEEE Access, 2020

ELDA: LDA made efficient via algorithm-system codesign submission.

[BibT_eX]

[DOI]

Proceedings of the PPoPP '20: 25th ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, 2020

2019

Non-Local Low-Rank Cube-Based Tensor Factorization for Spectral CT Reconstruction.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2019

Spectral CT Reconstruction - ASSIST: Aided by Self-Similarity in Image-Spectral Tensors.

[BibT_eX]

[DOI]

IEEE Trans. Computational Imaging, 2019

DLIMD: Dictionary Learning based Image-domain Material Decomposition for spectral CT.

[BibT_eX]

[DOI]

CoRR, 2019

Improved Material Decomposition With a Two-Step Regularization for Spectral CT.

[BibT_eX]

[DOI]

IEEE Access, 2019

Spectral Ct Reconstruction Via Self-Similarity In Image-Spectral Tensors.

[BibT_eX]

[DOI]

Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

Generative Low-Dose CT Image Denoising.

[BibT_eX]

[DOI]

Proceedings of the Deep Learning and Convolutional Neural Networks for Medical Imaging and Clinical Informatics, 2019

2018

Convolutional Neural Network Based Metal Artifact Reduction in X-Ray Computed Tomography.

[BibT_eX]

[DOI]

Yanbo Zhang

Hengyong Yu

IEEE Trans. Medical Imaging, 2018

Low-Dose CT Image Denoising Using a Generative Adversarial Network With Wasserstein Distance and Perceptual Loss.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2018

Block Matching Frame based Material Reconstruction for Spectral CT.

[BibT_eX]

[DOI]

CoRR, 2018

Low-dose spectral CT reconstruction using L0 image gradient and tensor dictionary.

[BibT_eX]

[DOI]

CoRR, 2018

Multiscale Tensor Dictionary Learning Approach for Multispectral Image Denoising.

[BibT_eX]

[DOI]

IEEE Access, 2018

Evaluation of an Analytic Reconstruction Method as a Platform for Spectral Cone-Beam CT.

[BibT_eX]

[DOI]

IEEE Access, 2018

2017

Tensor-Based Dictionary Learning for Spectral CT Reconstruction.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2017

GPU-Based Branchless Distance-Driven Projection and Backprojection.

[BibT_eX]

[DOI]

IEEE Trans. Computational Imaging, 2017

Low Dose CT Image Denoising Using a Generative Adversarial Network with Wasserstein Distance and Perceptual Loss.

[BibT_eX]

[DOI]

CoRR, 2017

Locally Linear Embedding-Based Motion Estimation From Truncated Projections for Computed Tomography.

[BibT_eX]

[DOI]

Miaoshi Wang

Shuxu Guo

Hengyong Yu

IEEE Access, 2017

Sparse-Prior-Based Projection Distance Optimization Method for Joint CT-MRI Reconstruction.

[BibT_eX]

[DOI]

Xuelin Cui

Lamine Mili

Hengyong Yu

IEEE Access, 2017

2016

Deep Learning for the Classification of Lung Nodules.

[BibT_eX]

[DOI]

He Yang

Hengyong Yu

Ge Wang

CoRR, 2016

Correlation coefficient based supervised locally linear embedding for pulmonary nodule recognition.

[BibT_eX]

[DOI]

Panpan Wu

Kewen Xia

Hengyong Yu

Comput. Methods Programs Biomed., 2016

Pseudo progression identification of glioblastoma with dictionary learning.

[BibT_eX]

[DOI]

Comput. Biol. Medicine, 2016

Alternating Iteration for $l_{p}$ ( $0<p\leq 1$ ) Regularized CT Reconstruction.

[BibT_eX]

[DOI]

Chuang Miao

Hengyong Yu

IEEE Access, 2016

Scalable 2D K-SVD parallel algorithm for dictionary learning on GPUs.

[BibT_eX]

[DOI]

Proceedings of the ACM International Conference on Computing Frontiers, CF'16, 2016

2015

Guest Editorial Special Issue on Spectral CT.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2015

A General-Thresholding Solution for l<sub>p</sub> (0<p<1) Regularized CT Reconstruction.

[BibT_eX]

[DOI]

Chuang Miao

Hengyong Yu

IEEE Trans. Image Process., 2015

Bisection and twisted SVD on GPU.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE High Performance Extreme Computing Conference, 2015

2014

Hybrid Spectral Micro-CT: System Design, Implementation, and Preliminary Results.

[BibT_eX]

[DOI]

IEEE Trans. Biomed. Eng., 2014

IEEE Access Special Section Editorial: Emerging Computed Tomography Technologies.

[BibT_eX]

[DOI]

Hengyong Yu

Xuanqin Mou

Ge Wang

IEEE Access, 2014

Sart-Type Half-Threshold Filtering Approach for CT Reconstruction.

[BibT_eX]

[DOI]

Hengyong Yu

Ge Wang

IEEE Access, 2014

GPU-Based Acceleration for Interior Tomography.

[BibT_eX]

[DOI]

Rui Liu

Yan Luo

Hengyong Yu

IEEE Access, 2014

A Stationary-Sources and Rotating-Detectors Computed Tomography Architecture for Higher Temporal Resolution and Lower Radiation Dose.

[BibT_eX]

[DOI]

IEEE Access, 2014

General thresholding representation for the Lp regularization problem.

[BibT_eX]

[DOI]

Hengyong Yu

Chuang Miao

Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

Real phantom datasets for the evaluation of reconstruction algorithms at various dose conditions.

[BibT_eX]

[DOI]

Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

2013

Dictionary-Learning-Based Reconstruction Method for Electron Tomography.

[BibT_eX]

[DOI]

CoRR, 2013

Piecewise-Constant-Model-Based Interior Tomography Applied to Dentin Tubules.

[BibT_eX]

[DOI]

Comput. Math. Methods Medicine, 2013

2012

Low-Dose X-ray CT Reconstruction via Dictionary Learning.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2012

Interior Tomography With Continuous Singular Value Decomposition.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2012

Image Reconstruction for Hybrid True-Color Micro-CT.

[BibT_eX]

[DOI]

IEEE Trans. Biomed. Eng., 2012

2011

Statistical Interior Tomography.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2011

Speedup performance analysis of parallel Katsevich algorithm for 3D CT image reconstruction.

[BibT_eX]

[DOI]

Int. J. Comput. Sci. Eng., 2011

SART-Type Image Reconstruction from Overlapped Projections.

[BibT_eX]

[DOI]

Hengyong Yu

Changguo Ji

Ge Wang

Int. J. Biomed. Imaging, 2011

Inverse Fourier Transform in the Gamma Coordinate System.

[BibT_eX]

[DOI]

Yuchuan Wei

Hengyong Yu

Ge Wang

Int. J. Biomed. Imaging, 2011

Omni-tomography/Multi-tomography -- Integrating Multiple Modalities for Simultaneous Imaging

[BibT_eX]

[DOI]

CoRR, 2011

2010

Fast Exact/Quasi-Exact FBP Algorithms for Triple-Source Helical Cone-Beam CT.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2010

SART-Type Image Reconstruction from a Limited Number of Projections with the Sparsity Constraint.

[BibT_eX]

[DOI]

Hengyong Yu

Ge Wang

Int. J. Biomed. Imaging, 2010

2009

Parallelism of iterative CT reconstruction based on local reconstruction algorithm.

[BibT_eX]

[DOI]

J. Supercomput., 2009

A General Total Variation Minimization Theorem for Compressed Sensing Based Interior Tomography.

[BibT_eX]

[DOI]

Weimin Han

Hengyong Yu

Ge Wang

Int. J. Biomed. Imaging, 2009

Line-Source Based X-Ray Tomography.

[BibT_eX]

[DOI]

Int. J. Biomed. Imaging, 2009

2008

A general scheme for velocity tomography.

[BibT_eX]

[DOI]

Hengyong Yu

Ge Wang

Signal Process., 2008

Exact Interior Reconstruction from Truncated Limited-Angle Projection Data.

[BibT_eX]

[DOI]

Yangbo Ye

Hengyong Yu

Ge Wang

Int. J. Biomed. Imaging, 2008

2007

Data Consistency Based Rigid Motion Artifact Reduction in Fan-Beam CT.

[BibT_eX]

[DOI]

Hengyong Yu

Ge Wang

IEEE Trans. Medical Imaging, 2007

A comparative study on interpolation methods for controlled cardiac CT.

[BibT_eX]

[DOI]

Int. J. Imaging Syst. Technol., 2007

Cone-Beam Composite-Circling Scan and Exact Image Reconstruction for a Quasi-Short Object.

[BibT_eX]

[DOI]

Hengyong Yu

Ge Wang

Int. J. Biomed. Imaging, 2007

A General Formula for Fan-Beam Lambda Tomography.

[BibT_eX]

[DOI]

Hengyong Yu

Ge Wang

Int. J. Biomed. Imaging, 2007

A General Local Reconstruction Approach Based on a Truncated Hilbert Transform.

[BibT_eX]

[DOI]

Int. J. Biomed. Imaging, 2007

Exact Interior Reconstruction with Cone-Beam CT.

[BibT_eX]

[DOI]

Yangbo Ye

Hengyong Yu

Ge Wang

Int. J. Biomed. Imaging, 2007

2006

Data consistency based translational motion artifact reduction in fan-beam CT.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2006

A Parallel Implementation of the Katsevich Algorithm for 3-D CT Image Reconstruction.

[BibT_eX]

[DOI]

J. Supercomput., 2006

Integral Invariants for Computed Tomography.

[BibT_eX]

[DOI]

Yuchuan Wei

Hengyong Yu

Ge Wang

IEEE Signal Process. Lett., 2006

Local ROI Reconstruction via Generalized FBP and BPF Algorithms along More Flexible Curves.

[BibT_eX]

[DOI]

Int. J. Biomed. Imaging, 2006

Development of Computed Tomography Algorithms.

[BibT_eX]

[DOI]

Hengyong Yu

Patrick J. La Rivière

Xiangyang Tang

Int. J. Biomed. Imaging, 2006

Analysis of Performance Evaluation of Parallel Katsevich Algorithm for 3-D CT Image Reconstruction.

[BibT_eX]

[DOI]

Proceedings of the Interdisciplinary and Multidisciplinary Research in Computer Science, 2006

Deployment of One-Sided Communication Technique for Parallel Computing in Katsevich CT Image Reconstruction.

[BibT_eX]

[DOI]

Proceedings of the Interdisciplinary and Multidisciplinary Research in Computer Science, 2006

2005

A general exact reconstruction for cone-beam CT via backprojection-filtration.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2005

2003

Segment Self-Guide Reconstruction Algorithm Based on Object-Oriented Quantization.

[BibT_eX]

[DOI]

Xuanqin Mou

Hengyong Yu

Yuanlong Cai

Proceedings of the Computational Science - ICCS 2003, 2003

Hengyong Yu

Timeline

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