Qi Zhang

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 31

Top Topics

Ultrasound Images

Disease Diagnosis

Kernel Learning

Left Ventricular

Top Venues

IEEE J. Biomed. Health Informatics

Biomed. Signal Process. Control.

Publications

Changyan Wang, Haobo Chen, Xin Zhou, Meng Wang, Qi Zhang
SAM-IE: SAM-based image enhancement for facilitating medical image diagnosis with segmentation foundation model. Expert Syst. Appl. 249 (2024)
Yifei Yan, Rongzong Liu, Haobo Chen, Limin Zhang, Qi Zhang
CCT-Unet: A U-Shaped Network Based on Convolution Coupled Transformer for Segmentation of Peripheral and Transition Zones in Prostate MRI. IEEE J. Biomed. Health Informatics 27 (9) (2023)
Jieyi Liu, Changchun Li, Liping Liu, Haobo Chen, Hong Han, Bo Zhang, Qi Zhang
Speckle noise reduction for medical ultrasound images based on cycle-consistent generative adversarial network. Biomed. Signal Process. Control. 86 (Part A) (2023)
Yifei Yan, Lei Tang, Haibo Huang, Qihui Yu, Haohao Xu, Ying Chen, Man Chen, Qi Zhang
Four-quadrant fast compressive tracking of breast ultrasound videos for computer-aided response evaluation of neoadjuvant chemotherapy in mice. Comput. Methods Programs Biomed. 217 (2022)
Zhou Xu, Fei Yu, Bo Zhang, Qi Zhang
Intelligent diagnosis of left ventricular hypertrophy using transthoracic echocardiography videos. Comput. Methods Programs Biomed. 226 (2022)
Zhou Xu, Yuqun Wang, Man Chen, Qi Zhang
Multi-region radiomics for artificially intelligent diagnosis of breast cancer using multimodal ultrasound. Comput. Biol. Medicine 149 (2022)
Lu Shen, Jun Shi, Yun Dong, Shihui Ying, Yaxin Peng, Lu Chen, Qi Zhang, Hedi An, Yingchun Zhang
An Improved Deep Polynomial Network Algorithm for Transcranial Sonography-Based Diagnosis of Parkinson's Disease. Cogn. Comput. 12 (3) (2020)
Xiaoyan Fei, Lu Shen, Shihui Ying, Yehua Cai, Qi Zhang, Wentao Kong, Weijun Zhou, Jun Shi
Parameter Transfer Deep Neural Network for Single-Modal B-Mode Ultrasound-Based Computer-Aided Diagnosis. Cogn. Comput. 12 (6) (2020)
Jun Shi, Xiao Zheng, Jinjie Wu, Bangming Gong, Qi Zhang, Shihui Ying
Quaternion Grassmann average network for learning representation of histopathological image. Pattern Recognit. 89 (2019)
Jun Shi, Zheng Li, Shihui Ying, Chaofeng Wang, Qingping Liu, Qi Zhang, Pingkun Yan
MR Image Super-Resolution via Wide Residual Networks With Fixed Skip Connection. IEEE J. Biomed. Health Informatics 23 (3) (2019)
Jun Shi, Zeyu Xue, Yakang Dai, Bo Peng, Yun Dong, Qi Zhang, Yingchun Zhang
Cascaded Multi-Column RVFL+ Classifier for Single-Modal Neuroimaging-Based Diagnosis of Parkinson's Disease. IEEE Trans. Biomed. Eng. 66 (8) (2019)
Jun Shi, Minjun Yan, Yun Dong, Xiao Zheng, Qi Zhang, Hedi An
Multiple Kernel Learning Based Classification of Parkinson's Disease With Multi-Modal Transcranial Sonography. EMBC (2018)
Fanqing Meng, Jun Shi, Bangming Gong, Qi Zhang, Lehang Guo, Dan Wang, Huixiong Xu
B-Mode Ultrasound Based Diagnosis of Liver Cancer With CEUS Images as Privileged Information. EMBC (2018)
Qi Zhang, Yue Liu, Hong Han, Jun Shi, Wenping Wang
Artificial Intelligence Based Diagnosis for Cervical Lymph Node Malignancy Using the Point-Wise Gated Boltzmann Machine. IEEE Access 6 (2018)
Bangming Gong, Jun Shi, Shihui Ying, Yakang Dai, Qi Zhang, Yun Dong, Hedi An, Yingchun Zhang
Neuroimaging-based diagnosis of Parkinson's disease with deep neural mapping large margin distribution machine. Neurocomputing 320 (2018)
Lu Shen, Jun Shi, Bangming Gong, Yingchun Zhang, Yun Dong, Qi Zhang, Hedi An
Multiple Empirical Kernel Mapping Based Broad Learning System for Classification of Parkinson's Disease With Transcranial Sonography. EMBC (2018)
Jun Shi, Xiao Zheng, Yan Li, Qi Zhang, Shihui Ying
Multimodal Neuroimaging Feature Learning With Multimodal Stacked Deep Polynomial Networks for Diagnosis of Alzheimer's Disease. IEEE J. Biomed. Health Informatics 22 (1) (2018)
Yakang Dai, Yun Dong, Qi Zhang, Yingchun Zhang
Transcranial Sonography Based Diagnosis Of Parkinson's Disease Via Cascaded Kernel RVFL+. EMBC (2018)
Haohao Xu, Qi Zhang, Huaipeng Dong, Xiyuan Jiang, Jun Shi
Speckle Suppression of Ultrasonography Using Maximum Likelihood Estimation and Weighted Nuclear Norm Minimization. EMBC (2018)
Xiao Zheng, Jun Shi, Qi Zhang, Shihui Ying, Yan Li
Improving MRI-based diagnosis of Alzheimer's disease via an ensemble privileged information learning algorithm. ISBI (2017)
Yiyi Qian, Jun Shi, Xiao Zheng, Qi Zhang, Lehang Guo, Dan Wang, Huixiong Xu
Multimodal Ultrasound imaging based diagnosis of liver cancers with a two-stage multi-view learning framework. EMBC (2017)
Junjie Zhang, Jie Yin, Qi Zhang, Jun Shi, Yan Li
Robust sound event classification with bilinear multi-column ELM-AE and two-stage ensemble learning. EURASIP J. Audio Speech Music. Process. 2017 (2017)
Jun Shi, Jinjie Wu, Yan Li, Qi Zhang, Shihui Ying
Histopathological Image Classification With Color Pattern Random Binary Hashing-Based PCANet and Matrix-Form Classifier. IEEE J. Biomed. Health Informatics 21 (5) (2017)
Lehang Guo, Dan Wang, Huixiong Xu, Yiyi Qian, Chaofeng Wang, Xiao Zheng, Qi Zhang, Jun Shi
CEUS-based classification of liver tumors with deep canonical correlation analysis and multi-kernel learning. EMBC (2017)
Chaofeng Wang, Jun Shi, Qi Zhang, Shihui Ying
Histopathological image classification with bilinear convolutional neural networks. EMBC (2017)
Jinjie Wu, Jun Shi, Yan Li, Jingfeng Suo, Qi Zhang
Histopathological image classification using random binary hashing based PCANet and bilinear classifier. EUSIPCO (2016)
Xiao Zheng, Jun Shi, Yan Li, Xiao Liu, Qi Zhang
Multi-modality stacked deep polynomial network based feature learning for Alzheimer's disease diagnosis. ISBI (2016)
Xiao Zheng, Jun Shi, Shihui Ying, Qi Zhang, Yan Li
Improving Single-Modal Neuroimaging Based Diagnosis of Brain Disorders via Boosted Privileged Information Learning Framework. MLMI@MICCAI (2016)
Jun Shi, Shichong Zhou, Xiao Liu, Qi Zhang, Minhua Lu, Tianfu Wang
Stacked deep polynomial network based representation learning for tumor classification with small ultrasound image dataset. Neurocomputing 194 (2016)
Yuan Gao, Zhifeng Shi, Yuanyuan Wang, Jinhua Yu, Liang Chen, Yi Guo, Qi Zhang, Ying Mao
Histological grade and type classification of glioma using Magnetic Resonance Imaging. CISP-BMEI (2016)
Jinjie Wu, Jun Shi, Shihui Ying, Qi Zhang, Yan Li
Learning Representation for Histopathological Image with Quaternion Grassmann Average Network. MLMI@MICCAI (2016)
Jun Shi, Qikun Jiang, Qi Zhang, Qinghua Huang, Xuelong Li
Sparse kernel entropy component analysis for dimensionality reduction of biomedical data. Neurocomputing 168 (2015)
Xiao Liu, Jun Shi, Qi Zhang
Tumor Classification by Deep Polynomial Network and Multiple Kernel Learning on Small Ultrasound Image Dataset. MLMI (2015)
Qi Zhang, Moli Zhou, Ming Qian, Yun Dong, Ming Chen
Detection of blood flow in left ventricle by echocardiography using speckle image velocimetry. BMEI (2014)
Qi Zhang, Chaolun Li, Hong Han, Lijing Yang, Yuanyuan Wang, Wenping Wang
Computer-aided quantification of contrast agent spatial distribution within atherosclerotic plaque in contrast-enhanced ultrasound image sequences. Biomed. Signal Process. Control. 13 (2014)
Qi Zhang, Yuanyuan Wang, Jianying Ma, Jun Shi
Contour detection of atherosclerotic plaques in IVUS images using ellipse template matching and particle swarm optimization. EMBC (2011)
Jin Zhong, Jun Shi, Yin Cai, Qi Zhang
Recognition of hand motions via surface EMG signal with rough entropy. EMBC (2011)
Qi Zhang, Shiyi Teo, Yuanyuan Wang, Morton H. Friedman
Computerized image analysis as a tool to investigate the relationship between endothelial morphology and permeability. CBMS (2009)
Qi Zhang, Yuanyuan Wang, Weiqi Wang, Jianying Ma, Juying Qian, Junbo Ge
Discrimination of Coronary Microcirculatory Dysfunction Based on Generalized Relevance LVQ. ISNN (2) (2007)