张俊华｜云南大学｜学者主页

2026

Ultrafast Ultrasound Speckle Tracking with Dynamic Search Area for Improved Blood Flow Velocity Profile Measurement

Yue Zhang, Bingbing He, Shiying Huang, Xiaoling Wang, Yufeng Zhang, Junhua Zhang

IEEE Transactions on Instrumentation and Measurement

DOI

2026

Dual-stage anatomical perception and reasoning framework for automated cobb angle estimation

Fei Wang, Junhua Zhang, Hongjian Li, Qiyang Wang

Medical & Biological Engineering & Computing

DOI

2025

一种融合注意力机制的轻量级重楼饮片分类方法

罗晋，张俊华，罗旭东，李学芳，张鑫

《计算机应用与软件》

2025

人工智能医学影像评估：青少年脊柱侧凸医学影像计算机辅助评估方法

张俊华

《电子工业出版社》

2025

交换标签部分和交叉监督的半监督医学图像分割

罗毅恒，张俊华，张剑青

《计算机工程与应用》

2025

EPINN-GF: An enhanced physics-informed neural network integrating geometric features for stress prediction in complex spinal geometries

Yue Zhang, Junhua Zhang, Junhua Zhang, Hongjian Li, Qiyang Wang

Computer Methods and Programs in Biomedicine

DOI

2025

Leveraging Rich Mechanical Features and Long-Range Physical Constraints for Lumbar Spine Stress Analysis

Rui Lin, Junhua Zhang

IEEE Transactions on Biomedical Engineering

DOI

2025

Automatic estimation of Cobb angle based on wavelet convolution

Shuangqi Liu, Junhua Zhang, Hongjian Li, Qiyang Wang

Biomedical Signal Processing and Control

DOI

2025

Three-dimensional spine reconstruction from a single X-ray image based on deep learning

Kun Huang, Junhua Zhang, Hongjian Li, Qiyang Wang

Biomedical Signal Processing and Control

DOI

2025

A novel approach to biomechanical modeling: CT image weight initialization and Physics Informed Neural Networks

Rui Lin, Junhua Zhang

Biomedical Signal Processing and Control

DOI

2025

Automatic skeletal maturity grading from pelvis radiographs by deep learning for adolescent idiopathic scoliosis

Yang Zhao, Junhua Zhang, Hongjian Li, Qiyang Wang, Yungui Li, Zetong Wang

Medical & Biological Engineering & Computing

DOI

2024

Discovering a Biomechanical Prediction Model for Adolescent Idiopathic Scoliosis by Combining PINN with State Space Models

Rui Lin, Junhua Zhang

IEEE International Conference on Bioinformatics and Biomedicine (BIBM)

DOI

2024

Scatterer spacing based on Gabor atoms matched from harmonic ultrasound echoes to improve assessment of microwave‐induced thermal lesions

Xiuhua Zeng, Yufeng Zhang, Zhiyao Li, Jian Yang, Lian Gao, Junhua Zhang

Medical Physics

DOI

2023

Automatic axial vertebral rotation estimation on radiographs for adolescent idiopathic scoliosis by deep learning

Yang Sheng Zhao, Junhua Zhang, Hongjian Li, Qiyang Wang

Biomedical Signal Processing and Control

DOI

2023

Three-dimensional spine reconstruction from biplane radiographs using convolutional neural networks

Bo Hu Li, Junhua Zhang, Qian Wang, Hongjian Li, Qiyang Wang

Medical Engineering & Physics

DOI

2023

Three-dimensional lumbar spine generation using variational autoencoder

Kun Huang, Junhua Zhang

Medical Engineering & Physics

DOI

2022

融合高效注意力的重楼微性状鉴别方法研究

罗旭东，李宗桂，张俊华，李学芳，于文涛

《计算机工程与应用》

2022

基于注意力机制的U-Net网络模型分割X线图像椎弓根影

顾霄莹，张俊华，王嘉庆

《计算机应用与软件》

2022

基于深度学习的脊椎CT图像分割

黄昆，张俊华，普钟

《电子测量技术》

2022

Ultrafast Ultrasound Speckle Tracking Using the Dynamical Kernels for Improved Blood Flow Velocity Profiling

Yue Zhang, Bingbing He, Yufeng Zhang, Zhiyao Li, Xun Lang, Junhua Zhang

IEEE International Conference on Computer and Communications (ICCC)

DOI

2022

Automatic Cobb angle measurement method based on vertebra segmentation by deep learning

Yang Zhao, Junhua Zhang, Hongjian Li, Xiaoying Gu, Zonggui Li, Shuai Zhang

Medical & Biological Engineering & Computing

DOI

2022

An automatic method for landmark identification of the 3D vertebrae

Bo Li, Wentao Yu, Junhua Zhang, Xudong Luo

International Conference on Computing and Artificial Intelligence (ICCAI)

DOI

2022

FM-Net: Deep Learning Network for the Fundamental Matrix Estimation from Biplanar Radiographs

Bo Li, Junhua Zhang, Ruiqi Yang, Hongjian Li

Computer Methods and Programs in Biomedicine

DOI

2022

Ultrasound image denoising using generative adversarial networks with residual dense connectivity and weighted joint loss

Lun Zhang, Junhua Zhang

PeerJ Computer Science

DOI

2021

基于深度学习的颈部淋巴结超声图像分割方法

宋颖超，梅礼晔，张俊华，王嘉庆，蒋毅

《计算机应用与软件》

2021

基于深度学习的儿童手骨X光图像骨龄评估方法

张帅，张俊华

《航天医学与医学工程》

DOI

2021

Automatic identification of three-dimensional morphometric features of vertebrae

Junhua Zhang, Bo Li, Hongjian Li, Shuai Zhang, Wentao Yu

Computer Methods in Biomechanics and Biomedical Engineering Imaging & Visualization

DOI

2021

Skeletal Bone Age Assessment in Radiographs Based on Convolutional Neural Networks

Jiaqing Wang, Liye Mei, Junhua Zhang

World Congress on Medical Physics and Biomedical Engineering, September 7 - 12, 2009, Munich, Germany

DOI

2020

A multiple‐channel and atrous convolution network for ultrasound image segmentation

Lun Zhang, Junhua Zhang, Zonggui Li, Yingchao Song

Medical Physics

DOI

2020

Optimum Speckle Tracking Based on Ultrafast Ultrasound for Improving Blood Flow Velocimetry

Bingbing He, Yufeng Zhang, Kexin Zhang, Jianhua Chen, Junhua Zhang, Hong Liang

IEEE Transactions on Ultrasonics Ferroelectrics and Frequency Control

DOI

2019

Locations of optimally matched Gabor atoms from ultrasound RF echoes for inter-scatterer spacing estimation

Xiuhua Zeng, Yufeng Zhang, Zhiyao Li, Jian Yang, Lian Gao, Junhua Zhang

Computer Methods and Programs in Biomedicine

DOI

2018

Ultrasound simulation model incorporating incident and reflected wave propagations along a common carotid artery

Li Deng, Yufeng Zhang, Zhengpeng Zhao, Kexin Zhang, Xiao Hu, Lian Gao, Hong Liang, Junhua Zhang

Computers in Biology and Medicine

DOI

2017

Correlation between Cobb Angle and Spinous Process Angle Measured from Ultrasound Data

Junhua Zhang, Hongjian Li, Bo Yu

International Conference on Biomedical and Bioinformatics Engineering (ICBBE)

DOI

2017

Computer-Aided Cobb Measurement Based on Automatic Detection of Vertebral Slopes Using Deep Neural Network

Junhua Zhang, Hongjian Li, Liang Lv, Yufeng Zhang

International Journal of Biomedical Imaging

DOI

2017

Assessment of Homodyned K Distribution Modeling Ultrasonic Speckles from Scatterers with Varying Spatial Organizations

Xiao Hu, Yufeng Zhang, Li Deng, Guanghui Cai, Qinghui Zhang, Yi Zhou, Kexin Zhang, Junhua Zhang

Journal of Healthcare Engineering

DOI

2017

A novel method for separating harmonic from ultrasonic echo signals using improved complete ensemble empirical mode decomposition with adaptive noise algorithm

Suya Han, Yufeng Zhang, Bingbing He, Junhua Zhang, Zhiyao Li

International Congress on Image and Signal Processing, BioMedical Engineering and Informatics (CISP-BMEI)

DOI

2017

Application of computer-aided approaches to the PUMC classification of scoliosis

Junhua Zhang, Hongjian Li, Yufeng Zhang

Biomedical Engineering Letters

DOI

2016

Lumbar spinal finite element analysis in a gravity environment

LI Kerun, Junhua Zhang, Jianbo Jiang, Shanshan Ma

Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE

DOI

2016

3D Surface Reconstruction of Spinal Ultrasound Images Based on 2D Contour Line

Wang Jiang, Junhua Zhang

DOI

2015

Three-dimensional assessment of scoliosis based on ultrasound data

Junhua Zhang, Hongjian Li, Bo Yu

Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE

DOI

2015

A Computer‐aided Method for Improving the Reliability of Lenke Classification for Scoliosis

Junhua Zhang, Hongjian Li, Liang Lv, Xinling Shi, Fei Guo, Yufeng Zhang

Journal of Healthcare Engineering

DOI

2015

Application of Computer-Aided Diagnosis to the Sonographic Evaluation of Cervical Lymph Nodes

Junhua Zhang, Yuanyuan Wang, Bo Yu, Xinling Shi, Yufeng Zhang

Ultrasonic Imaging

DOI

2015

Computer-aided King classification of scoliosis

Junhua Zhang, Hongjian Li, Liang Lv, Xinling Shi, Yufeng Zhang

Technology and Health Care

DOI

2015

Intelligent speckle reducing anisotropic diffusion algorithm for automated 3-D ultrasound images

Jun Wu, Yuanyuan Wang, Jinhua Yu, Xinling Shi, Junhua Zhang, Yue Chen, Yun Pang

Journal of the Optical Society of America A

DOI

2014

医学图像三维重建和可视化：VC++实现实例

张俊华

《科学出版社》

2014

A simple approach for 3D reconstruction of the spine from biplanar radiography

Junhua Zhang, Xinling Shi, Liang Lv, Fei Guo, Yufeng Zhang

Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE

DOI

2014

A novel quadrature clutter rejection approach based on the multivariate empirical mode decomposition for bidirectional Doppler ultrasound signals

Lian Gao, Yufeng Zhang, Wenjing Lin, Haiyan Li, Yi Zhou, Kexin Zhang, Zhiyao Li, Junhua Zhang

Biomedical Signal Processing and Control

DOI

2013

Hough transform‐based approach for estimating 3D rotation angles of vertebrae from biplanar radiographs using GPU‐acceleration

Junhua Zhang, Liang Lv, Xinling Shi, Fei Guo, Yufeng Zhang, Hongjian Li

International Journal of Imaging Systems and Technology

DOI

2013

A simulator for mixed Doppler ultrasound signals from pulsatile blood flow and vessel wall with mild stenosis

Yufeng Zhang, Lian Gao, Kai Shen, Kexin Zhang, Jine Yan, Wei Cheng, Junhua Zhang

DOI

2013

Computerized Lenke classification of scoliotic spine

Junhua Zhang, Xinling Shi, Liang Lv, Xiao Wang, Yufeng Zhang, Fei Guo

DOI

2013

3-D Reconstruction of the Spine From Biplanar Radiographs Based on Contour Matching Using the Hough Transform

Junhua Zhang, Liang Lv, Xinling Shi, Yuanyuan Wang, Fei Guo, Yufeng Zhang, Hongjian Li

IEEE Transactions on Biomedical Engineering

DOI

2012

A computer simulation model for Doppler ultrasound signals from pulsatile blood flow in stenosed vessels

Lian Gao, Yufeng Zhang, Kexin Zhang, Guanghui Cai, Junhua Zhang, Xinling Shi

Computers in Biology and Medicine

DOI

2012

Estimating vertebral orientation from biplanar radiography based on contour matching

Junhua Zhang, Jun Wu, Xinling Shi, Yufeng Zhang

IEEE International Symposium on Computer-Based Medical Systems (CBMS)

DOI

2010

Snake-based approach for segmenting pedicles in radiographs and its application in three-dimensional vertebrae reconstruction

Junhua Zhang, Xinling Shi, Yuanyuan Wang, Liang Lv, Jun Wu

Proceedings - International Conference on Image Processing

DOI

2010

A Computer-aided Cobb Angle Measurement Method and its Reliability

Junhua Zhang, Edmond H. M. Lou, Xinling Shi, Yuanyuan Wang, Douglas L. Hill, James V. Raso, Lawrence H. Le, Liang Lv

Journal of Spinal Disorders & Techniques

DOI

2010

Three-Dimensional Vertebrae Reconstruction from Stereoradiography Based on Epipolar Geometry

Junhua Zhang, Xinling Shi, Yuanyuan Wang, Liang Lv, Jun Wu, Zhengpeng Zhao

DOI

2009

Computer-aided assessment of scoliosis on posteroanterior radiographs

Junhua Zhang, Edmond H. M. Lou, Douglas L. Hill, James V. Raso, Yuanyuan Wang, Lawrence H. Le, Xinling Shi

Medical & Biological Engineering & Computing

DOI

2009

An improved graph cut segmentation method for cervical lymph nodes on sonograms and its relationship with node's shape assessment

Junhua Zhang, Yuanyuan Wang, Xinling Shi

Computerized Medical Imaging and Graphics

DOI

2008

颈部淋巴结超声图像特征提取的评价研究

张俊华，汪源源，董怡，王怡，施心陵

《生物医学工程学杂志》

2007

Computer-aided diagnosis of cervical lymph nodes on ultrasonography

Junhua Zhang, Yuanyuan Wang, Yuanyuan Wang, Yi Dong, Yi Wang, Yi Wang

Computers in Biology and Medicine

DOI

2007

Ultrasonographic feature selection and pattern classification for cervical lymph nodes using support vector machines

Junhua Zhang, Yuanyuan Wang, Yuanyuan Wang, Yi Dong, Yi Wang, Yi Wang

Computer Methods and Programs in Biomedicine

DOI

2006

颈部淋巴结超声图像的计算机辅助分析

张俊华，汪源源，董怡，王怡

《仪器仪表学报》

精选作品

期刊论文

Ultrafast Ultrasound Speckle Tracking with Dynamic Search Area for Improved Blood Flow Velocity Profile Measurement

Dual-stage anatomical perception and reasoning framework for automated cobb angle estimation

一种融合注意力机制的轻量级重楼饮片分类方法

人工智能医学影像评估：青少年脊柱侧凸医学影像计算机辅助评估方法

交换标签部分和交叉监督的半监督医学图像分割

EPINN-GF: An enhanced physics-informed neural network integrating geometric features for stress prediction in complex spinal geometries

Leveraging Rich Mechanical Features and Long-Range Physical Constraints for Lumbar Spine Stress Analysis

Automatic estimation of Cobb angle based on wavelet convolution

Three-dimensional spine reconstruction from a single X-ray image based on deep learning

A novel approach to biomechanical modeling: CT image weight initialization and Physics Informed Neural Networks

Automatic skeletal maturity grading from pelvis radiographs by deep learning for adolescent idiopathic scoliosis

Discovering a Biomechanical Prediction Model for Adolescent Idiopathic Scoliosis by Combining PINN with State Space Models

Scatterer spacing based on Gabor atoms matched from harmonic ultrasound echoes to improve assessment of microwave‐induced thermal lesions

Automatic axial vertebral rotation estimation on radiographs for adolescent idiopathic scoliosis by deep learning

Three-dimensional spine reconstruction from biplane radiographs using convolutional neural networks

Three-dimensional lumbar spine generation using variational autoencoder

融合高效注意力的重楼微性状鉴别方法研究

基于注意力机制的U-Net网络模型分割X线图像椎弓根影

基于深度学习的脊椎CT图像分割

Ultrafast Ultrasound Speckle Tracking Using the Dynamical Kernels for Improved Blood Flow Velocity Profiling

Automatic Cobb angle measurement method based on vertebra segmentation by deep learning

An automatic method for landmark identification of the 3D vertebrae

FM-Net: Deep Learning Network for the Fundamental Matrix Estimation from Biplanar Radiographs

Ultrasound image denoising using generative adversarial networks with residual dense connectivity and weighted joint loss

基于深度学习的颈部淋巴结超声图像分割方法

基于深度学习的儿童手骨X光图像骨龄评估方法

Automatic identification of three-dimensional morphometric features of vertebrae

Skeletal Bone Age Assessment in Radiographs Based on Convolutional Neural Networks

A multiple‐channel and atrous convolution network for ultrasound image segmentation

Optimum Speckle Tracking Based on Ultrafast Ultrasound for Improving Blood Flow Velocimetry

Locations of optimally matched Gabor atoms from ultrasound RF echoes for inter-scatterer spacing estimation

Ultrasound simulation model incorporating incident and reflected wave propagations along a common carotid artery

Correlation between Cobb Angle and Spinous Process Angle Measured from Ultrasound Data

Computer-Aided Cobb Measurement Based on Automatic Detection of Vertebral Slopes Using Deep Neural Network

Assessment of Homodyned K Distribution Modeling Ultrasonic Speckles from Scatterers with Varying Spatial Organizations

A novel method for separating harmonic from ultrasonic echo signals using improved complete ensemble empirical mode decomposition with adaptive noise algorithm

Application of computer-aided approaches to the PUMC classification of scoliosis

Lumbar spinal finite element analysis in a gravity environment

3D Surface Reconstruction of Spinal Ultrasound Images Based on 2D Contour Line

Three-dimensional assessment of scoliosis based on ultrasound data

A Computer‐aided Method for Improving the Reliability of Lenke Classification for Scoliosis

Application of Computer-Aided Diagnosis to the Sonographic Evaluation of Cervical Lymph Nodes

Computer-aided King classification of scoliosis

Intelligent speckle reducing anisotropic diffusion algorithm for automated 3-D ultrasound images

医学图像三维重建和可视化：VC++实现实例

A simple approach for 3D reconstruction of the spine from biplanar radiography

A novel quadrature clutter rejection approach based on the multivariate empirical mode decomposition for bidirectional Doppler ultrasound signals

Hough transform‐based approach for estimating 3D rotation angles of vertebrae from biplanar radiographs using GPU‐acceleration

A simulator for mixed Doppler ultrasound signals from pulsatile blood flow and vessel wall with mild stenosis

Computerized Lenke classification of scoliotic spine

3-D Reconstruction of the Spine From Biplanar Radiographs Based on Contour Matching Using the Hough Transform

A computer simulation model for Doppler ultrasound signals from pulsatile blood flow in stenosed vessels

Estimating vertebral orientation from biplanar radiography based on contour matching

Snake-based approach for segmenting pedicles in radiographs and its application in three-dimensional vertebrae reconstruction

A Computer-aided Cobb Angle Measurement Method and its Reliability

Three-Dimensional Vertebrae Reconstruction from Stereoradiography Based on Epipolar Geometry

Computer-aided assessment of scoliosis on posteroanterior radiographs

An improved graph cut segmentation method for cervical lymph nodes on sonograms and its relationship with node's shape assessment

颈部淋巴结超声图像特征提取的评价研究

Computer-aided diagnosis of cervical lymph nodes on ultrasonography

Ultrasonographic feature selection and pattern classification for cervical lymph nodes using support vector machines

颈部淋巴结超声图像的计算机辅助分析

研究方向