Qi Zhang
Orcid: 0000-0001-7041-643XAffiliations:
- Shanghai University, School of Communication and Information Engineering, China
- Fudan University, Department of Electronic Engineering, Shanghai, China (PhD 2010)
According to our database1,
Qi Zhang
authored at least 39 papers
between 2007 and 2023.
Collaborative distances:
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Bibliography
2023
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, September, 2023
Speckle noise reduction for medical ultrasound images based on cycle-consistent generative adversarial network.
Biomed. Signal Process. Control., September, 2023
2022
Four-quadrant fast compressive tracking of breast ultrasound videos for computer-aided response evaluation of neoadjuvant chemotherapy in mice.
Comput. Methods Programs Biomed., 2022
Intelligent diagnosis of left ventricular hypertrophy using transthoracic echocardiography videos.
Comput. Methods Programs Biomed., 2022
Multi-region radiomics for artificially intelligent diagnosis of breast cancer using multimodal ultrasound.
Comput. Biol. Medicine, 2022
2021
Osteoporosis Diagnosis Based on Ultrasound Radio Frequency Signal via Multi-channel Convolutional Neural Network.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
2020
An Improved Deep Polynomial Network Algorithm for Transcranial Sonography-Based Diagnosis of Parkinson's Disease.
Cogn. Comput., 2020
Parameter Transfer Deep Neural Network for Single-Modal B-Mode Ultrasound-Based Computer-Aided Diagnosis.
Cogn. Comput., 2020
2019
IEEE J. Biomed. Health Informatics, 2019
Cascaded Multi-Column RVFL+ Classifier for Single-Modal Neuroimaging-Based Diagnosis of Parkinson's Disease.
IEEE Trans. Biomed. Eng., 2019
Quaternion Grassmann average network for learning representation of histopathological image.
Pattern Recognit., 2019
2018
Multimodal Neuroimaging Feature Learning With Multimodal Stacked Deep Polynomial Networks for Diagnosis of Alzheimer's Disease.
IEEE J. Biomed. Health Informatics, 2018
Neuroimaging-based diagnosis of Parkinson's disease with deep neural mapping large margin distribution machine.
Neurocomputing, 2018
Artificial Intelligence Based Diagnosis for Cervical Lymph Node Malignancy Using the Point-Wise Gated Boltzmann Machine.
IEEE Access, 2018
Speckle Suppression of Ultrasonography Using Maximum Likelihood Estimation and Weighted Nuclear Norm Minimization.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
Multiple Empirical Kernel Mapping Based Broad Learning System for Classification of Parkinson's Disease With Transcranial Sonography.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
B-Mode Ultrasound Based Diagnosis of Liver Cancer With CEUS Images as Privileged Information.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
Transcranial Sonography Based Diagnosis Of Parkinson's Disease Via Cascaded Kernel RVFL+.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
Multiple Kernel Learning Based Classification of Parkinson's Disease With Multi-Modal Transcranial Sonography.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
2017
Histopathological Image Classification With Color Pattern Random Binary Hashing-Based PCANet and Matrix-Form Classifier.
IEEE J. Biomed. Health Informatics, 2017
Robust sound event classification with bilinear multi-column ELM-AE and two-stage ensemble learning.
EURASIP J. Audio Speech Music. Process., 2017
Improving MRI-based diagnosis of Alzheimer's disease via an ensemble privileged information learning algorithm.
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
Multimodal Ultrasound imaging based diagnosis of liver cancers with a two-stage multi-view learning framework.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
CEUS-based classification of liver tumors with deep canonical correlation analysis and multi-kernel learning.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
2016
Stacked deep polynomial network based representation learning for tumor classification with small ultrasound image dataset.
Neurocomputing, 2016
Improving Single-Modal Neuroimaging Based Diagnosis of Brain Disorders via Boosted Privileged Information Learning Framework.
Proceedings of the Machine Learning in Medical Imaging - 7th International Workshop, 2016
Learning Representation for Histopathological Image with Quaternion Grassmann Average Network.
Proceedings of the Machine Learning in Medical Imaging - 7th International Workshop, 2016
Multi-modality stacked deep polynomial network based feature learning for Alzheimer's disease diagnosis.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016
Histopathological image classification using random binary hashing based PCANet and bilinear classifier.
Proceedings of the 24th European Signal Processing Conference, 2016
Histological grade and type classification of glioma using Magnetic Resonance Imaging.
Proceedings of the 9th International Congress on Image and Signal Processing, 2016
2015
Sparse kernel entropy component analysis for dimensionality reduction of biomedical data.
Neurocomputing, 2015
Tumor Classification by Deep Polynomial Network and Multiple Kernel Learning on Small Ultrasound Image Dataset.
Proceedings of the Machine Learning in Medical Imaging - 6th International Workshop, 2015
2014
Computer-aided quantification of contrast agent spatial distribution within atherosclerotic plaque in contrast-enhanced ultrasound image sequences.
Biomed. Signal Process. Control., 2014
Detection of blood flow in left ventricle by echocardiography using speckle image velocimetry.
Proceedings of the 7th International Conference on Biomedical Engineering and Informatics, 2014
2011
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
Contour detection of atherosclerotic plaques in IVUS images using ellipse template matching and particle swarm optimization.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
2009
Computerized image analysis as a tool to investigate the relationship between endothelial morphology and permeability.
Proceedings of the Twenty-Second IEEE International Symposium on Computer-Based Medical Systems, 2009
2007
Discrimination of Coronary Microcirculatory Dysfunction Based on Generalized Relevance LVQ.
Proceedings of the Advances in Neural Networks, 2007