Zhe Liu

80 papers A 3B 3C 1Journal 50Unranked 23
YearRankTypeTitle / Venue / Authors
2026 J jnl
A dynamic Bi-CSAM-Net for brain tumor segmentation.
Biomed. Signal Process. Control.
Ernest Asimeng, Zhe Liu, Liang Yin, Kai Han, Fadilul-lah Yassaanah Issahaku, Qiaoying Teng
2026 J jnl
Adaptive personalized federated learning for left atrium segmentation from multi-center LGE CMR images.
Expert Syst. Appl.
Zhe Liu, Yuyang Xin, Guang Yang, Qiaoying Teng, Xiongfeng Cao, Guozhong Du, Jun Chen, Lingyun Zu
2026 J jnl
CGR: calibrating generative replay for exemplar-free class-incremental learning.
Multim. Syst.
Xingcheng Zhu, Kai Han, Xiaocheng Hu, Chongwen Lyu, Jun Chen, Yi Liu, Zhe Liu
2026 J jnl
Transformer-masked autoencoder (MAE) for robust medical image classification: A comprehensive survey.
Expert Syst. Appl.
Ernest Asimeng, Jun Chen, Kai Han, Chongwen Lyu, Zhe Liu
2025 J jnl
Adaptive Label Correction for Robust Medical Image Segmentation with Noisy Labels.
CoRR
Chengxuan Qian, Kai Han, Siqi Ma, Chongwen Lyu, Zhenlong Yuan, Jun Chen, Zhe Liu
2025 — conf
CLIMD: A Curriculum Learning Framework for Imbalanced Multimodal Diagnosis.
MICCAI (15)
Kai Han, Chongwen Lyu, Lele Ma, Chengxuan Qian, Siqi Ma, Zheng Pang, Jun Chen, Zhe Liu
2025 J jnl
CLIMD: A Curriculum Learning Framework for Imbalanced Multimodal Diagnosis.
CoRR
Kai Han, Chongwen Lyu, Lele Ma, Chengxuan Qian, Siqi Ma, Zheng Pang, Jun Chen, Zhe Liu
2025 J jnl
DynCIM: Dynamic Curriculum for Imbalanced Multimodal Learning.
CoRR
Chengxuan Qian, Kai Han, Jingchao Wang, Zhenlong Yuan, Chongwen Lyu, Jun Chen, Zhe Liu
2025 — conf
Eliminating Language Bias for Medical Visual Question Answering with Counterfactual Contrastive Training.
MICCAI (6)
Xingyu Wan, Qiaoying Teng, Jun Chen, Yonghan Lu, Deqi Yuan, Zhe Liu
2025 J jnl
Frequency Domain Unlocks New Perspectives for Abdominal Medical Image Segmentation.
CoRR
Kai Han, Siqi Ma, Chengxuan Qian, Jun Chen, Chongwen Lyu, Yuqing Song, Zhe Liu
2025 — conf
Intermediate Category-Driven Balancing Adjustment Method for Long-Tail Classification.
PRCV (4)
Yijing Chen, Jun Chen, Chongwen Lyu, Kai Han, Zhe Liu, Yi Liu
2025 — conf
LKA: Large Kernel Adapter for Enhanced Medical Image Classification.
MICCAI (6)
Ziquan Zhu, Si-Yuan Lu, Tianjin Huang, Lu Liu, Zhe Liu
2025 J jnl
LiMT: A Multi-task Liver Image Benchmark Dataset.
CoRR
Zhe Liu, Kai Han, Siqi Ma, Yan Zhu, Jun Chen, Chongwen Lyu, Xinyi Qiu, Chengxuan Qian, Yuqing Song, Yi Liu, Liyuan Tian, Yang Ji, Yuefeng Li
2025 — conf
Mitigating Language Bias in Medical VQA via Causally-Inspired Intervention.
BIBM
Qiaoying Teng, Jun Chen, Xingyu Wan, Kai Han, Chongwen Lyu, Chongshang Zhong, Deqi Yuan, Zhe Liu
2025 J jnl
Region Uncertainty Estimation for Medical Image Segmentation With Noisy Labels.
IEEE Trans. Medical Imaging
Kai Han, Shuhui Wang, Jun Chen, Chengxuan Qian, Chongwen Lyu, Siqi Ma, Chengjian Qiu, Victor S. Sheng, Qingming Huang, Zhe Liu
2024 J jnl
A robust combined weighted label fusion in multi-atlas pancreas segmentation.
Multim. Tools Appl.
Xu Yao, Yuqing Song, Zhe Liu
2024 — conf
AugMixSpeech: A Data Augmentation Method and Consistency Regularization for Mandarin Automatic Speech Recognition.
NLPCC (3)
Yang Jiang, Jun Chen, Kai Han, Yi Liu, Siqi Ma, Yuqing Song, Zhe Liu
2024 J jnl
Automatic medical report generation combining contrastive learning and feature difference.
Knowl. Based Syst.
Chongwen Lyu, Chengjian Qiu, Kai Han, Saisai Li, Victor S. Sheng, Huan Rong, Yuqing Song, Yi Liu, Zhe Liu
2024 J jnl
CPSNet: a cyclic pyramid-based small lesion detection network.
Multim. Tools Appl.
Yan Zhu, Zhe Liu, Yuqing Song, Kai Han, Chengjian Qiu, Yangyang Tang, Jiawen Zhang, Yi Liu
2024 J jnl
Deep semi-supervised learning for medical image segmentation: A review.
Expert Syst. Appl.
Kai Han, Victor S. Sheng, Yuqing Song, Yi Liu, Chengjian Qiu, Siqi Ma, Zhe Liu
2024 J jnl
HI-Net: Liver vessel segmentation with hierarchical inter-scale multi-scale feature fusion.
Biomed. Signal Process. Control.
Zhe Liu, Qiaoying Teng, Yuqing Song, Wen Hao, Yi Liu, Yan Zhu, Yuefeng Li
2024 J jnl
Imbalance multiclass problem: a robust feature enhancement-based framework for liver lesion classification.
Multim. Syst.
Rui Hu, Yuqing Song, Yi Liu, Yan Zhu, Nuo Feng, Chengjian Qiu, Kai Han, Qiaoying Teng, Imran Ul Haq, Zhe Liu
2024 J jnl
MMMViT: Multiscale multimodal vision transformer for brain tumor segmentation with missing modalities.
Biomed. Signal Process. Control.
Chengjian Qiu, Yuqing Song, Yi Liu, Yan Zhu, Kai Han, Victor S. Sheng, Zhe Liu
2024 A conf
Multivariate Time-Series Anomaly Detection based on Enhancing Graph Attention Networks with Topological Analysis.
CIKM
Zhe Liu, Xiang Huang, Jingyun Zhang, Zhifeng Hao, Li Sun, Hao Peng
2024 J jnl
Multivariate Time-Series Anomaly Detection based on Enhancing Graph Attention Networks with Topological Analysis.
CoRR
Zhe Liu, Xiang Huang, Jingyun Zhang, Zhifeng Hao, Li Sun, Hao Peng
2024 J jnl
Pancreas segmentation in CT based on RC-3DUNet with SOM.
Multim. Syst.
Zhe Liu, Siqi Ma, Yi Liu, Wenqiang Wang, Yuqing Song, Jun Su, Yangyang Tang, Aihong Yu, Xuesheng Liu
2024 — conf
SSDC-Net: An Effective Classification Method of Steel Surface Defects Based on Salient Local Features.
ICIC (3)
Qifei Hao, Qingsong Gan, Zhe Liu, Jun Chen, Qi Shen, Chengxuan Qian, Yi Liu
2024 A conf
Tutor Assisted Feature Distillation.
ICME
Shenghao Chen, Zhe Liu, Jun Chen, Yuqing Song, Yi Liu, Qiaoying Teng
2024 — conf
Wavelet Transform-based Distribution Discrepancy Maximization for Medical Image Segmentation.
BIBM
Kai Han, Jun Chen, Siqi Ma, Yuqing Song, Yonghan Lu, Zhe Liu
2023 — conf
A Domain Knowledge-Based Semi-supervised Pancreas Segmentation Approach.
ICONIP (4)
Siqi Ma, Zhe Liu, Yuqing Song, Yi Liu, Kai Han, Yang Jiang
2023 J jnl
CMFCUNet: cascaded multi-scale feature calibration UNet for pancreas segmentation.
Multim. Syst.
Cheng-Jian Qiu, Yuqing Song, Zhe Liu, Jing Yin, Kai Han, Yi Liu
2023 J jnl
Cascaded multi-point regression Network for high-quality generic lesion detection.
Expert Syst. Appl.
Han Li, Huan Rong, Victor S. Sheng, Yuqing Song, Cheng-Jian Qiu, Kai Han, Zhe Liu
2023 — conf
LC-SegDiff: Label-Constraint Diffusion Model for Medical Image Segmentation.
BIBM
Yonghan Lu, Chengjian Qiu, Qiaoying Teng, Jun Chen, Robert C. Free, Lu Liu, Yuqing Song, Zhe Liu
2023 — conf
Multi-task Learning Network for Automatic Pancreatic Tumor Segmentation and Classification with Inter-Network Channel Feature Fusion.
ICONIP (3)
Kaiwen Chen, Chunyu Zhang, Chengjian Qiu, Yuqing Song, Anthony Miller, Lu Liu, Imran Ul Haq, Zhe Liu
2023 A conf
Noisy-to-Clean Label Learning for Medical Image Segmentation.
ICME
Zihao Bu, Xiaoxiao Wang, Chengjian Qiu, Zhixuan Wang, Kai Han, Xiuhong Shan, Zhe Liu
2023 J jnl
Pancreas Segmentation Optimization Based on Coarse-to-Fine Scheme.
Intell. Autom. Soft Comput.
Xu Yao, Chengjian Qiu, Yuqing Song, Zhe Liu
2023 J jnl
RTUNet: Residual transformer UNet specifically for pancreas segmentation.
Biomed. Signal Process. Control.
Cheng-Jian Qiu, Zhe Liu, Yuqing Song, Jing Yin, Kai Han, Yan Zhu, Yi Liu, Victor S. Sheng
2023 — conf
Sample Selection Based on Uncertainty for Combating Label Noise.
ICONIP (9)
Shuohui Hao, Zhe Liu, Yuqing Song, Yi Liu, Kai Han, Victor S. Sheng, Yan Zhu
2022 J jnl
A survey on the interpretability of deep learning in medical diagnosis.
Multim. Syst.
Qiaoying Teng, Zhe Liu, Yu-Qing Song, Kai Han, Yang Lu
2022 J jnl
An Effective Semi-Supervised Approach for Liver CT Image Segmentation.
IEEE J. Biomed. Health Informatics
Kai Han, Lu Liu, Yu-Qing Song, Yi Liu, Cheng-Jian Qiu, Yangyang Tang, Qiaoying Teng, Zhe Liu
2022 J jnl
FireNet-MLstm for classifying liver lesions by using deep features in CT images.
Multim. Tools Appl.
Gedeon Kashala Kabe, Yuqing Song, Zhe Liu
2022 J jnl
HPM-Net: Hierarchical progressive multiscale network for liver vessel segmentation in CT images.
Comput. Methods Programs Biomed.
Wen Hao, Jing Zhang, Jun Su, Yuqing Song, Zhe Liu, Yi Liu, Cheng-Jian Qiu, Kai Han
2022 J jnl
Improving CT-image universal lesion detection with comprehensive data and feature enhancements.
Multim. Syst.
Zhe Liu, Kai Han, Kaifeng Xue, Yuqing Song, Lu Liu, Yangyang Tang, Yan Zhu
2022 J jnl
Pancreas Co-segmentation based on dynamic ROI extraction and VGGU-Net.
Expert Syst. Appl.
Zhe Liu, Jun Su, Ruihao Wang, Rui Jiang, Yu-Qing Song, Dengyong Zhang, Yan Zhu, Deqi Yuan, Qingsong Gan, Victor S. Sheng
2021 — conf
Automatic CT Lesion Detection Based on Feature Pyramid Inference with Multi-scale Response.
ICAIS (1)
Yangyang Tang, Zhe Liu, Yuqing Song, Kai Han, Jun Su, Wenqiang Wang, Fan Hu, Jiawen Zhang
2021 J jnl
Automatic liver segmentation from abdominal CT volumes using improved convolution neural networks.
Multim. Syst.
Zhe Liu, Kai Han, Zhaohui Wang, Jing Zhang, Yuqing Song, Xu Yao, Deqi Yuan, Victor S. Sheng
2021 J jnl
CT Segmentation of Liver and Tumors Fused Multi-Scale Features.
Intell. Autom. Soft Comput.
Aihong Yu, Zhe Liu, Victor S. Sheng, Yuqing Song, Xuesheng Liu, Chongya Ma, Wenqiang Wang, Cong Ma
2021 J jnl
DV-Net: Accurate liver vessel segmentation via dense connection model with D-BCE loss function.
Knowl. Based Syst.
Jun Su, Zhe Liu, Jing Zhang, Victor S. Sheng, Yuqing Song, Yan Zhu, Yi Liu
2021 — conf
Efficient 3D Pancreas Segmentation Using Two-Stage 3D Convolutional Neural Networks.
ICAIS (1)
Wenqiang Wang, Zhe Liu, Yuqing Song, Jun Su, Yangyang Tang, Aihong Yu, Xuesheng Liu
2021 — conf
Lesion detection method based on double modules for feature extraction.
ICAIIS
Yuqing Song, Jingjing Wu, Zhe Liu
2021 J jnl
MLANet: Multi-Layer Anchor-free Network for generic lesion detection.
Eng. Appl. Artif. Intell.
Zhe Liu, Xi Xie, Yuqing Song, Yang Zhang, Xuesheng Liu, Jiawen Zhang, Victor S. Sheng
2021 J jnl
Multi-atlas classification of autism spectrum disorder with hinge loss trained deep architectures: ABIDE I results.
Appl. Soft Comput.
Thomas Martial Epalle, Yuqing Song, Zhe Liu, Hu Lu
2021 — conf
Novel Distant Domain Transfer Learning Method for COVID-19 Classification from X-rays Images.
ICACS
Gedeon Kashala Kabe, Yuqing Song, Zhe Liu
2021 — conf
SaliencyBERT: Recurrent Attention Network for Target-Oriented Multimodal Sentiment Classification.
PRCV (3)
Jiawei Wang, Zhe Liu, Victor S. Sheng, Yuqing Song, Chenjian Qiu
2021 — conf
Self-supervision Adversarial Learning Network for Liver Lesion Classification.
ICAIS (1)
Cong Ma, Zhe Liu, Yuqing Song, Cheng-Jian Qiu, Aihong Yu, Jiawen Zhang
2021 J jnl
Supervised and Semi-supervised Methods for Abdominal Organ Segmentation: A Review.
Int. J. Autom. Comput.
Isaac Baffour Senkyire, Zhe Liu
2020 J jnl
Advances on pancreas segmentation: a review.
Multim. Tools Appl.
Xu Yao, Yuqing Song, Zhe Liu
2020 J jnl
An Improved C4.5 Algorthm in Bagging Integration Model.
IEEE Access
Yuqing Song, Xu Yao, Zhe Liu, Xianbao Shen, Jingyi Mao
2019 — conf
Characterizing and Identifying Autism Disorder Using Regional Connectivity Patterns and Extreme Gradient Boosting Classifier.
ICONIP (4)
Thomas Martial Epalle, Yuqing Song, Hu Lu, Zhe Liu
2019 B conf
Densely connected deep U-Net for abdominal multi-organ segmentation.
ICIP
Zhao-Hui Wang, Zhe Liu, Yu-Qing Song, Yan Zhu
2019 — conf
Feature fusion adversarial learning network for liver lesion classification.
MMAsia
Peng Chen, Yuqing Song, Deqi Yuan, Zhe Liu
2019 J jnl
Liver CT sequence segmentation based with improved U-Net and graph cut.
Expert Syst. Appl.
Zhe Liu, Yu-Qing Song, Victor S. Sheng, Liangmin Wang, Rui Jiang, Xiaolin Zhang, Deqi Yuan
2019 J jnl
MRI and PET image fusion using the nonparametric density model and the theory of variable-weight.
Comput. Methods Programs Biomed.
Zhe Liu, Yuqing Song, Victor S. Sheng, Chunyan Xu, Charlie Maere, Kaifeng Xue, Kai Yang
2019 J jnl
Texture Feature Extraction from Thyroid MR Imaging Using High-Order Derived Mean CLBP.
J. Comput. Sci. Technol.
Zhe Liu, Cheng-Jian Qiu, Yu-Qing Song, Xiaohong Liu, Juan Wang, Victor S. Sheng
2019 J jnl
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
Xianbao Shen, Yuqing Song, Zhe Liu
2019 J jnl
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
Xiaohong Liu, Yuquan Zhu, Zhe Liu, Yuqing Song, Yan Zhu, Deqi Yuan
2019 J jnl
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
Bing Zhang, Conghua Xie, Zhe Liu
2018 B conf
A Method for PET-CT Lung Cancer Segmentation based on Improved Random Walk.
ICPR
Zhe Liu, Yuqing Song, Charlie Maere, Qingfeng Liu, Yan Zhu, Hu Lu, Deqi Yuan
2018 J jnl
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
Qingfeng Liu, Zhe Liu, Yuqing Song, Yan Zhu
2017 J jnl
Single image dehazing using kernel regression model and dark channel prior.
Signal Image Video Process.
Conghua Xie, Wei-Wei Qiao, Zhe Liu, Wenhao Ying
2017 J jnl
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
Zhe Liu, Yuqing Song, Dongdong Wang
2016 J jnl
A new clustering method of gene expression data based on multivariate Gaussian mixture models.
Signal Image Video Process.
Zhe Liu, Yuqing Song, Conghua Xie, Zheng Tang
2016 — conf
Eagle: An Agile Approach to Automaton Updating in Cloud Security Services.
SOSE
Hao Peng, Zhe Liu, Jie Shen, Xue Li, Hanteng Chen, Jianxin Li, Lu Liu
2015 — conf
An Improved Brain MRI Segmentation Method Based on Scale-Space Theory and Expectation Maximization Algorithm.
PCM (2)
Yuqing Song, Xiang Bao, Zhe Liu, Deqi Yuan, Minshan Song
2015 J jnl
Noised image segmentation based on rough set and orthogonal polynomial density model.
J. Electronic Imaging
Zhe Liu, Yuqing Song, Zheng Tang
2014 C conf
Evolutionary Clustering Detection of Similarity in Neuronal Spike Patterns.
ISNN
Hu Lu, Zhe Liu, Yuqing Song
2014 B conf
Hierarchical organization in neuronal functional networks during working memory tasks.
IJCNN
Hu Lu, Hui Wei, Zhe Liu, Yuqing Song
2014 — conf
Medical Image Clustering Based on Improved Particle Swarm Optimization and Expectation Maximization Algorithm.
CCPR (2)
Zheng Tang, Yuqing Song, Zhe Liu
2012 J jnl
Color image segmentation using nonparametric mixture models with multivariate orthogonal polynomials.
Neural Comput. Appl.
Zhe Liu, Yuqing Song, Jian-Mei Chen, Conghua Xie, Feng Zhu
2012 J jnl
Medical image segmentation based on non-parametric mixture models with spatial information.
Signal Image Video Process.
Yuqing Song, Zhe Liu, Jian-Mei Chen, Feng Zhu, Conghua Xie