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Zhe Liu
ORCID
Publication Activity (10 Years)
Years Active: 2012-2023
Publications (10 Years): 39
Top Topics
Expectation Maximization
Texture Feature Extraction
Lesion Detection
Densely Connected
Top Venues
计算机科学
Multim. Syst.
Expert Syst. Appl.
ICAIS (1)
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Publications
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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)