Zhe Liu

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 43

Top Topics

Image Segmentation

Texture Feature Extraction

Top Venues

计算机科学

Multim. Tools Appl.

Expert Syst. Appl.

Publications

Chengjian Qiu, Yuqing Song, Yi Liu, Yan Zhu, Kai Han, Victor S. Sheng, Zhe Liu
MMMViT: Multiscale multimodal vision transformer for brain tumor segmentation with missing modalities. Biomed. Signal Process. Control. 90 (2024)
Yan Zhu, Zhe Liu, Yuqing Song, Kai Han, Chengjian Qiu, Yangyang Tang, Jiawen Zhang, Yi Liu
CPSNet: a cyclic pyramid-based small lesion detection network. Multim. Tools Appl. 83 (13) (2024)
Zhe Liu, Siqi Ma, Yi Liu, Wenqiang Wang, Yuqing Song, Jun Su, Yangyang Tang, Aihong Yu, Xuesheng Liu
Pancreas segmentation in CT based on RC-3DUNet with SOM. Multim. Syst. 30 (2) (2024)
Xu Yao, Yuqing Song, Zhe Liu
A robust combined weighted label fusion in multi-atlas pancreas segmentation. Multim. Tools Appl. 83 (27) (2024)
Kai Han, Victor S. Sheng, Yuqing Song, Yi Liu, Chengjian Qiu, Siqi Ma, Zhe Liu
Deep semi-supervised learning for medical image segmentation: A review. Expert Syst. Appl. 245 (2024)
Rui Hu, Yuqing Song, Yi Liu, Yan Zhu, Nuo Feng, Chengjian Qiu, Kai Han, Qiaoying Teng, Imran Ul Haq, Zhe Liu
Imbalance multiclass problem: a robust feature enhancement-based framework for liver lesion classification. Multim. Syst. 30 (2) (2024)
Han Li, Huan Rong, Victor S. Sheng, Yuqing Song, Cheng-Jian Qiu, Kai Han, Zhe Liu
Cascaded multi-point regression Network for high-quality generic lesion detection. Expert Syst. Appl. 214 (2023)
Cheng-Jian Qiu, Yuqing Song, Zhe Liu, Jing Yin, Kai Han, Yi Liu
CMFCUNet: cascaded multi-scale feature calibration UNet for pancreas segmentation. Multim. Syst. 29 (2) (2023)
Cheng-Jian Qiu, Zhe Liu, Yuqing Song, Jing Yin, Kai Han, Yan Zhu, Yi Liu, Victor S. Sheng
RTUNet: Residual transformer UNet specifically for pancreas segmentation. Biomed. Signal Process. Control. 79 (Part) (2023)
Siqi Ma, Zhe Liu, Yuqing Song, Yi Liu, Kai Han, Yang Jiang
A Domain Knowledge-Based Semi-supervised Pancreas Segmentation Approach. ICONIP (4) (2023)
Qiaoying Teng, Zhe Liu, Yu-Qing Song, Kai Han, Yang Lu
A survey on the interpretability of deep learning in medical diagnosis. Multim. Syst. 28 (6) (2022)
Zhe Liu, Jun Su, Ruihao Wang, Rui Jiang, Yu-Qing Song, Dengyong Zhang, Yan Zhu, Deqi Yuan, Qingsong Gan, Victor S. Sheng
Pancreas Co-segmentation based on dynamic ROI extraction and VGGU-Net. Expert Syst. Appl. 192 (2022)
Kai Han, Lu Liu, Yu-Qing Song, Yi Liu, Cheng-Jian Qiu, Yangyang Tang, Qiaoying Teng, Zhe Liu
An Effective Semi-Supervised Approach for Liver CT Image Segmentation. IEEE J. Biomed. Health Informatics 26 (8) (2022)
Wen Hao, Jing Zhang, Jun Su, Yuqing Song, Zhe Liu, Yi Liu, Cheng-Jian Qiu, Kai Han
HPM-Net: Hierarchical progressive multiscale network for liver vessel segmentation in CT images. Comput. Methods Programs Biomed. 224 (2022)
Gedeon Kashala Kabe, Yuqing Song, Zhe Liu
FireNet-MLstm for classifying liver lesions by using deep features in CT images. Multim. Tools Appl. 81 (2) (2022)
Zhe Liu, Kai Han, Kaifeng Xue, Yuqing Song, Lu Liu, Yangyang Tang, Yan Zhu
Improving CT-image universal lesion detection with comprehensive data and feature enhancements. Multim. Syst. 28 (5) (2022)
Zhe Liu, Kai Han, Zhaohui Wang, Jing Zhang, Yuqing Song, Xu Yao, Deqi Yuan, Victor S. Sheng
Automatic liver segmentation from abdominal CT volumes using improved convolution neural networks. Multim. Syst. 27 (1) (2021)
Cong Ma, Zhe Liu, Yuqing Song, Cheng-Jian Qiu, Aihong Yu, Jiawen Zhang
Self-supervision Adversarial Learning Network for Liver Lesion Classification. ICAIS (1) (2021)
Thomas Martial Epalle, Yuqing Song, Zhe Liu, Hu Lu
Multi-atlas classification of autism spectrum disorder with hinge loss trained deep architectures: ABIDE I results. Appl. Soft Comput. 107 (2021)
Isaac Baffour Senkyire, Zhe Liu
Supervised and Semi-supervised Methods for Abdominal Organ Segmentation: A Review. Int. J. Autom. Comput. 18 (6) (2021)
Yuqing Song, Jingjing Wu, Zhe Liu
Lesion detection method based on double modules for feature extraction. ICAIIS (2021)
Yangyang Tang, Zhe Liu, Yuqing Song, Kai Han, Jun Su, Wenqiang Wang, Fan Hu, Jiawen Zhang
Automatic CT Lesion Detection Based on Feature Pyramid Inference with Multi-scale Response. ICAIS (1) (2021)
Jun Su, Zhe Liu, Jing Zhang, Victor S. Sheng, Yuqing Song, Yan Zhu, Yi Liu
DV-Net: Accurate liver vessel segmentation via dense connection model with D-BCE loss function. Knowl. Based Syst. 232 (2021)
Zhe Liu, Xi Xie, Yuqing Song, Yang Zhang, Xuesheng Liu, Jiawen Zhang, Victor S. Sheng
MLANet: Multi-Layer Anchor-free Network for generic lesion detection. Eng. Appl. Artif. Intell. 102 (2021)
Jiawei Wang, Zhe Liu, Victor S. Sheng, Yuqing Song, Chenjian Qiu
SaliencyBERT: Recurrent Attention Network for Target-Oriented Multimodal Sentiment Classification. PRCV (3) (2021)
Wenqiang Wang, Zhe Liu, Yuqing Song, Jun Su, Yangyang Tang, Aihong Yu, Xuesheng Liu
Efficient 3D Pancreas Segmentation Using Two-Stage 3D Convolutional Neural Networks. ICAIS (1) (2021)
Gedeon Kashala Kabe, Yuqing Song, Zhe Liu
Novel Distant Domain Transfer Learning Method for COVID-19 Classification from X-rays Images. ICACS (2021)
Xu Yao, Yuqing Song, Zhe Liu
Advances on pancreas segmentation: a review. Multim. Tools Appl. 79 (9-10) (2020)
Yuqing Song, Xu Yao, Zhe Liu, Xianbao Shen, Jingyi Mao
An Improved C4.5 Algorthm in Bagging Integration Model. IEEE Access 8 (2020)
Peng Chen, Yuqing Song, Deqi Yuan, Zhe Liu
Feature fusion adversarial learning network for liver lesion classification. MMAsia (2019)
Xiaohong Liu, Yuquan Zhu, Zhe Liu, Yuqing Song, Yan Zhu, Deqi Yuan
基于改进多尺度LBP算法的肝脏CT图像特征提取方法 (Liver CT Image Feature Extraction Method Based on Improved Multi-scale LBP Algorithm). 计算机科学 46 (3) (2019)
Zhao-Hui Wang, Zhe Liu, Yu-Qing Song, Yan Zhu
Densely connected deep U-Net for abdominal multi-organ segmentation. ICIP (2019)
Bing Zhang, Conghua Xie, Zhe Liu
基于显著稀疏表示和邻域信息的多聚焦图像融合 (Multi-focus Image Fusion Based on Latent Sparse Representation and Neighborhood Information). 计算机科学 46 (9) (2019)
Zhe Liu, Yuqing Song, Victor S. Sheng, Chunyan Xu, Charlie Maere, Kaifeng Xue, Kai Yang
MRI and PET image fusion using the nonparametric density model and the theory of variable-weight. Comput. Methods Programs Biomed. 175 (2019)
Xianbao Shen, Yuqing Song, Zhe Liu
基于排序选择度量的自适应集成方法 (Adaptive Integrated Method Based on Sorting Selection Metrics). 计算机科学 46 (12) (2019)
Thomas Martial Epalle, Yuqing Song, Hu Lu, Zhe Liu
Characterizing and Identifying Autism Disorder Using Regional Connectivity Patterns and Extreme Gradient Boosting Classifier. ICONIP (4) (2019)
Zhe Liu, Yu-Qing Song, Victor S. Sheng, Liangmin Wang, Rui Jiang, Xiaolin Zhang, Deqi Yuan
Liver CT sequence segmentation based with improved U-Net and graph cut. Expert Syst. Appl. 126 (2019)
Zhe Liu, Cheng-Jian Qiu, Yu-Qing Song, Xiaohong Liu, Juan Wang, Victor S. Sheng
Texture Feature Extraction from Thyroid MR Imaging Using High-Order Derived Mean CLBP. J. Comput. Sci. Technol. 34 (1) (2019)
Zhe Liu, Yuqing Song, Charlie Maere, Qingfeng Liu, Yan Zhu, Hu Lu, Deqi Yuan
A Method for PET-CT Lung Cancer Segmentation based on Improved Random Walk. ICPR (2018)
Qingfeng Liu, Zhe Liu, Yuqing Song, Yan Zhu
基于约束随机游走的肿瘤图像分割方法 (Tumor Image Segmentation Method Based on Random Walk with Constraint). 计算机科学 45 (7) (2018)
Conghua Xie, Wei-Wei Qiao, Zhe Liu, Wenhao Ying
Single image dehazing using kernel regression model and dark channel prior. Signal Image Video Process. 11 (4) (2017)
Zhe Liu, Yuqing Song, Dongdong Wang
自适应变异差分算法与Powell算法相结合的医学图像配准 (Medical Image Registration Based on Self-adaptive DE Algorithm and Powell Algorithm). 计算机科学 44 (11) (2017)
Zhe Liu, Yuqing Song, Conghua Xie, Zheng Tang
A new clustering method of gene expression data based on multivariate Gaussian mixture models. Signal Image Video Process. 10 (2) (2016)
Zhe Liu, Yuqing Song, Zheng Tang
Noised image segmentation based on rough set and orthogonal polynomial density model. J. Electronic Imaging 24 (2) (2015)
Yuqing Song, Xiang Bao, Zhe Liu, Deqi Yuan, Minshan Song
An Improved Brain MRI Segmentation Method Based on Scale-Space Theory and Expectation Maximization Algorithm. PCM (2) (2015)
Zheng Tang, Yuqing Song, Zhe Liu
Medical Image Clustering Based on Improved Particle Swarm Optimization and Expectation Maximization Algorithm. CCPR (2) (2014)
Hu Lu, Hui Wei, Zhe Liu, Yuqing Song
Hierarchical organization in neuronal functional networks during working memory tasks. IJCNN (2014)
Hu Lu, Zhe Liu, Yuqing Song
Evolutionary Clustering Detection of Similarity in Neuronal Spike Patterns. ISNN (2014)
Yuqing Song, Zhe Liu, Jian-Mei Chen, Feng Zhu, Conghua Xie
Medical image segmentation based on non-parametric mixture models with spatial information. Signal Image Video Process. 6 (4) (2012)
Zhe Liu, Yuqing Song, Jian-Mei Chen, Conghua Xie, Feng Zhu
Color image segmentation using nonparametric mixture models with multivariate orthogonal polynomials. Neural Comput. Appl. 21 (4) (2012)