Lei Zhang

32 papers B 1Journal 18Unranked 12
YearRankTypeTitle / Venue / Authors
2026 J jnl
Causal Transfer in Medical Image Analysis.
CoRR
Mohammed M. Abdelsamea, Daniel Tweneboah Anyimadu, Tasneem Selim, Saif Alzubi, Lei Zhang, Ahmed Karam Eldaly, Xujiong Ye
2026 J jnl
Structure-aware graph neural networks for vascular pose estimation.
Biomed. Signal Process. Control.
Yang Hong, Lei Zhang, Jianqing Mo, Hanwu He, Guangzhong Chen, Kun Qin
2025 J jnl
Counterfactual Medical Images Generation for Lung Disease Diagnosis Using Probabilistic Causal Models and Active Learning.
IEEE Access
Yifei Zhu, Lei Zhang, Chris Sainsbury, Feng Dong, John MacLay, David J. Lowe, Xujiong Ye
2025 — conf
Enhanced Anomaly Detection in 3D Motion Through Language-Inspired Occlusion-Aware Modeling.
MMM (4)
Su Li, Liang Wang, Jianye Wang, Ziheng Zhang, Junjun Zhang, Lei Zhang
2025 J jnl
MetaFE-DE: Learning Meta Feature Embedding for Depth Estimation from Monocular Endoscopic Images.
CoRR
Dawei Lu, Deqiang Xiao, Danni Ai, Jingfan Fan, Tianyu Fu, Yucong Lin, Hong Song, Xujiong Ye, Lei Zhang, Jian Yang
2025 J jnl
PMFSNet: Polarized multi-scale feature self-attention network for lightweight medical image segmentation.
Comput. Methods Programs Biomed.
Jiahui Zhong, Wenhong Tian, Yuanlun Xie, Zhijia Liu, Jie Ou, Taoran Tian, Lei Zhang
2025 — conf
R1Seg-3D: Rethinking Reasoning Segmentation for Medical 3D CTs.
MICCAI (8)
Qin Hao, Long Yu, Shengwei Tian, Xujiong Ye, Lei Zhang
2025 J jnl
SEDyConv: Spatially enhanced multi-dimensional dynamic convolution for medical multi-organ segmentation in CTs.
Knowl. Based Syst.
Qin Hao, Long Yu, Shengwei Tian, Cheng Zhou, Yingying Yu, Lei Zhang
2025 — conf
SlimFormer-3D: A Layer-Adaptive Lightweight Transformer for Efficient 3D Medical Image Segmentation.
MICCAI (2)
Yang Hong, Lei Zhang, Xujiong Ye, Jianqing Mo
2025 J jnl
Validation of Human Pose Estimation and Human Mesh Recovery for Extracting Clinically Relevant Motion Data from Videos.
CoRR
Kai Armstrong, Alexander Rodrigues, Alexander P. Willmott, Lei Zhang, Xujiong Ye
2024 J jnl
A marker-less human motion analysis system for motion-based biomarker identification and quantification in knee disorders.
Frontiers Digit. Health
Kai Armstrong, Lei Zhang, Yan Wen, Alexander P. Willmott, Paul Lee, Xujiong Ye
2024 — conf
MetaUNETR: Rethinking Token Mixer Encoding for Efficient Multi-organ Segmentation.
MICCAI (9)
Pengju Lyu, Jie Zhang, Lei Zhang, Wenjian Liu, Cheng Wang, Jianjun Zhu
2024 J jnl
PMFSNet: Polarized Multi-scale Feature Self-attention Network For Lightweight Medical Image Segmentation.
CoRR
Jiahui Zhong, Wenhong Tian, Yuanlun Xie, Zhijia Liu, Jie Ou, Taoran Tian, Lei Zhang
2023 J jnl
A marker-less human motion analysis system for motion-based biomarker discovery in knee disorders.
CoRR
Kai Armstrong, Lei Zhang, Yan Wen, Alexander P. Willmott, Paul Lee, Xujiong Ye
2023 J jnl
Rethinking the Transfer Learning for FCN Based Polyp Segmentation in Colonoscopy.
IEEE Access
Yan Wen, Lei Zhang, Xiangli Meng, Xujiong Ye
2023 — conf
Zero-dimensional biomarker based medical action recognition: towards more explainable AI in healthcare.
ICBRA
Kai Armstrong, Lei Zhang, Paul Lee, Xujiong Ye
2022 — conf
MidFusNet: Mid-dense Fusion Network for Multi-modal Brain MRI Segmentation.
BrainLes@MICCAI
Wenting Duan, Lei Zhang, Jordan Colman, Giosue Gulli, Xujiong Ye
2022 J jnl
Rethinking the transfer learning for FCN based polyp segmentation in colonoscopy.
CoRR
Yan Wen, Lei Zhang, Xiangli Meng, Xujiong Ye
2021 — conf
A transformer-based framework for automatic COVID19 diagnosis in chest CTs.
ICCVW
Lei Zhang, Yan Wen
2021 — conf
Multi-modal Brain Segmentation Using Hyper-Fused Convolutional Neural Network.
MLCN@MICCAI
Wenting Duan, Lei Zhang, Jordan Colman, Giosue Gulli, Xujiong Ye
2020 — conf
DR-Unet104 for Multimodal MRI Brain Tumor Segmentation.
BrainLes@MICCAI (2)
Jordan Colman, Lei Zhang, Wenting Duan, Xujiong Ye
2020 J jnl
DR-Unet104 for Multimodal MRI brain tumor segmentation.
CoRR
Jordan Colman, Lei Zhang, Wenting Duan, Xujiong Ye
2019 J jnl
Automatic Individual Pig Detection and Tracking in Pig Farms.
Sensors
Lei Zhang, Helen Gray, Xujiong Ye, Lisa Collins, Nigel M. Allinson
2019 J jnl
MRI Brain Tumor Segmentation using Random Forests and Fully Convolutional Networks.
CoRR
Mohammadreza Soltaninejad, Lei Zhang, Tryphon Lambrou, Guang Yang, Nigel M. Allinson, Xujiong Ye
2018 J jnl
Automatic individual pig detection and tracking in surveillance videos.
CoRR
Lei Zhang, Helen Gray, Xujiong Ye, Lisa Collins, Nigel M. Allinson
2017 — conf
Automated Polyp Segmentation in Colonoscopy Frames Using Fully Convolutional Neural Network and Textons.
MIUA
Lei Zhang, Sunil Dolwani, Xujiong Ye
2017 — conf
MRI Brain Tumor Segmentation and Patient Survival Prediction Using Random Forests and Fully Convolutional Networks.
BrainLes@MICCAI
Mohammadreza Soltaninejad, Lei Zhang, Tryphon Lambrou, Guang Yang, Nigel M. Allinson, Xujiong Ye
2017 J jnl
Multimodal MRI brain tumor segmentation using random forests with features learned from fully convolutional neural network.
CoRR
Mohammadreza Soltaninejad, Lei Zhang, Tryphon Lambrou, Nigel M. Allinson, Xujiong Ye
2015 J jnl
Retinal vessel segmentation using multi-scale textons derived from keypoints.
Comput. Medical Imaging Graph.
Lei Zhang, Mark Fisher, Wenjia Wang
2014 B conf
Comparative performance of texton based vascular tree segmentation in retinal images.
ICIP
Lei Zhang, Mark Fisher, Wenjia Wang
2014 — conf
Retinal Vessel Segmentation using Gabor Filter and Textons.
MIUA
Lei Zhang, Mark Fisher, Wenjia Wang
2014 — —
Retinal vessel segmentation using textons.
Lei Zhang