Lixu Gu

ORCID

Publication Activity (10 Years)

Years Active: 1996-2024
Publications (10 Years): 51

Top Venues

CoRR

Int. J. Comput. Assist. Radiol. Surg.

ISBI

EMBC

Publications

Wei Li, Jingyang Zhang, Pheng-Ann Heng, Lixu Gu
Comprehensive Generative Replay for Task-Incremental Segmentation with Concurrent Appearance and Semantic Forgetting. CoRR (2024)
Wei Wu, Hongzhi Xie, Shuyang Zhang, Lixu Gu
Exhaustive matching of 3D/2D coronary artery structure based on imperfect segmentations. Int. J. Comput. Assist. Radiol. Surg. 19 (1) (2024)
Wenjia Peng, Hongzhi Xie, Shuyang Zhang, Lixu Gu
Inverse kinematic analysis and agile control of a magnetically actuated catheter. Robotics Comput. Integr. Manuf. 86 (2024)
Mingkang Liu, Yongtai Zhuo, Jie Liu, Rui Liu, Jie Pan, Lixu Gu
Real-time estimation of lung deformation from body surface using a general CoordConv CNN. Comput. Methods Programs Biomed. 244 (2024)
Wenjia Peng, Zehua Wang, Hongzhi Xie, Lixu Gu
Design, development and evaluation of an ergonomically designed dual-use mechanism for robot-assisted cardiovascular intervention. Int. J. Comput. Assist. Radiol. Surg. 18 (2) (2023)
Ziyan Huang, Zhongying Deng, Jin Ye, Haoyu Wang, Yanzhou Su, Tianbin Li, Hui Sun, Junlong Cheng, Jianpin Chen, Junjun He, Yun Gu, Shaoting Zhang, Lixu Gu, Yu Qiao
A-Eval: A Benchmark for Cross-Dataset Evaluation of Abdominal Multi-Organ Segmentation. CoRR (2023)
Ziyan Huang, Haoyu Wang, Zhongying Deng, Jin Ye, Yanzhou Su, Hui Sun, Junjun He, Yun Gu, Lixu Gu, Shaoting Zhang, Yu Qiao
STU-Net: Scalable and Transferable Medical Image Segmentation Models Empowered by Large-Scale Supervised Pre-training. CoRR (2023)
Jingyang Zhang, Ran Gu, Peng Xue, Mianxin Liu, Hao Zheng, Yefeng Zheng, Lei Ma, Guotai Wang, Lixu Gu
R: Shape and Semantics-Based Selective Regularization for Explainable Continual Segmentation Across Multiple Sites. IEEE Trans. Medical Imaging 42 (9) (2023)
Dong Chen, Hongzhi Xie, Lixu Gu, Jing Liu, Liang Tian
Corrigendum to "Generation of a local lung respiratory motion model using a weighted sparse algorithm and motion prior-based registration" [Comput. Biol. Med. 123 (2020) 103913]. Comput. Biol. Medicine 140 (2022)
Haoyu Wang, Hongrui Yi, Jie Liu, Lixu Gu
Integrated Treatment Planning in Percutaneous Microwave Ablation of Lung Tumors. EMBC (2022)
Ziyan Huang, Zehua Wang, Zhikai Yang, Lixu Gu
AdwU-Net: Adaptive Depth and Width U-Net for Medical Image Segmentation by Differentiable Neural Architecture Search. MIDL (2022)
Wenjia Peng, Wei Wu, Jingyang Zhang, Hongzhi Xie, Shuyang Zhang, Lixu Gu
An automatic framework for estimating the pose of the catheter distal section using a coarse-to-fine network. Comput. Methods Programs Biomed. 225 (2022)
Ziyan Huang, Haoyu Wang, Jin Ye, Jingqi Niu, Can Tu, Yuncheng Yang, Shiyi Du, Zhongying Deng, Lixu Gu, Junjun He
Revisiting nnU-Net for Iterative Pseudo Labeling and Efficient Sliding Window Inference. FLARE@MICCAI (2022)
Wei Wu, Jingyang Zhang, Wenjia Peng, Hongzhi Xie, Shuyang Zhang, Lixu Gu
CAR-Net: A Deep Learning-Based Deformation Model for 3D/2D Coronary Artery Registration. IEEE Trans. Medical Imaging 41 (10) (2022)
Dexu Wang, Zhikai Yang, Ziyan Huang, Lixu Gu
Spine Segmentation with Multi-view GCN and Boundary Constraint. EMBC (2022)
Zijie Chen, Cheng Li, Junjun He, Jin Ye, Diping Song, Shanshan Wang, Lixu Gu, Yu Qiao
A Novel Hybrid Convolutional Neural Network for Accurate Organ Segmentation in 3D Head and Neck CT Images. MICCAI (1) (2021)
Junjun He, Jin Ye, Cheng Li, Diping Song, Wanli Chen, Shanshan Wang, Lixu Gu, Yu Qiao
Group Shift Pointwise Convolution for Volumetric Medical Image Segmentation. CoRR (2021)
Zijie Chen, Cheng Li, Junjun He, Jin Ye, Diping Song, Shanshan Wang, Lixu Gu, Yu Qiao
A Novel Hybrid Convolutional Neural Network for Accurate Organ Segmentation in 3D Head and Neck CT Images. CoRR (2021)
Junjun He, Cheng Li, Jin Ye, Yu Qiao, Lixu Gu
Self-speculation of clinical features based on knowledge distillation for accurate ocular disease classification. Biomed. Signal Process. Control. 67 (2021)
Jingyang Zhang, Ran Gu, Guotai Wang, Hongzhi Xie, Lixu Gu
SS-CADA: A Semi-Supervised Cross-Anatomy Domain Adaptation for Coronary Artery Segmentation. ISBI (2021)
Junjun He, Jin Ye, Cheng Li, Diping Song, Wanli Chen, Shanshan Wang, Lixu Gu, Yu Qiao
Group Shift Pointwise Convolution for Volumetric Medical Image Segmentation. MICCAI (3) (2021)
Jingyang Zhang, Ran Gu, Guotai Wang, Lixu Gu
Comprehensive Importance-Based Selective Regularization for Continual Segmentation Across Multiple Sites. MICCAI (1) (2021)
Junjun He, Cheng Li, Jin Ye, Yu Qiao, Lixu Gu
Multi-label ocular disease classification with a dense correlation deep neural network. Biomed. Signal Process. Control. 63 (2021)
Jingyang Zhang, Ran Gu, Guotai Wang, Hongzhi Xie, Lixu Gu
SS-CADA: A Semi-Supervised Cross-Anatomy Domain Adaptation for Coronary Artery Segmentation. CoRR (2021)
Cheng Li, Jin Ye, Junjun He, Shanshan Wang, Lixu Gu, Yu Qiao
Collaborative Multi-View Convolutions With Gating For Accurate And Fast Volumetric Medical Image Segmentation. ISBI (2021)
Hong Zhang, Jingyang Zhang, Wei Wu, Hongzhi Xie, Lixu Gu
Deformable Registration of Coronary Arteries with Topological Constraints for Image-Guided Vascular Interventions. EMBC (2020)
Dong Chen, Hongzhi Xie, Lixu Gu, Jing Liu, Liang Tian
Generation of a local lung respiratory motion model using a weighted sparse algorithm and motion prior-based registration. Comput. Biol. Medicine 123 (2020)
Dong Chen, Hongzhi Xie, Lixu Gu, Wei Guo, Liang Tian, Jing Liu
A statistical weighted sparse-based local lung motion modelling approach for model-driven lung biopsy. Int. J. Comput. Assist. Radiol. Surg. 15 (8) (2020)
Jingyang Zhang, Guotai Wang, Hongzhi Xie, Shuyang Zhang, Ning Huang, Shaoting Zhang, Lixu Gu
Weakly Supervised Vessel Segmentation in X-ray Angiograms by Self-Paced Learning from Noisy Labels with Suggestive Annotation. CoRR (2020)
Junjun He, Cheng Li, Jin Ye, Shanshan Wang, Yu Qiao, Lixu Gu
Classification of Ocular Diseases Employing Attention-Based Unilateral and Bilateral Feature Weighting and Fusion. ISBI (2020)
Wei Wu, Jingyang Zhang, Hongzhi Xie, Yu Zhao, Shuyang Zhang, Lixu Gu
Automatic detection of coronary artery stenosis by convolutional neural network with temporal constraint. Comput. Biol. Medicine 118 (2020)
Cheng Li, Jin Ye, Junjun He, Shanshan Wang, Yu Qiao, Lixu Gu
Dense Correlation Network for Automated Multi-Label Ocular Disease Detection with Paired Color Fundus Photographs. ISBI (2020)
Jingyang Zhang, Guotai Wang, Hongzhi Xie, Shuyang Zhang, Ning Huang, Shaoting Zhang, Lixu Gu
Weakly supervised vessel segmentation in X-ray angiograms by self-paced learning from noisy labels with suggestive annotation. Neurocomputing 417 (2020)
Hao Shen, Cheng Wang, Le Xie, Shoujun Zhou, Lixu Gu, Hongzhi Xie
A novel robotic system for vascular intervention: principles, performances, and applications. Int. J. Comput. Assist. Radiol. Surg. 14 (4) (2019)
Yu Zhao, Zhenhui Shi, Jingyang Zhang, Dong Chen, Lixu Gu
A novel active learning framework for classification: Using weighted rank aggregation to achieve multiple query criteria. Pattern Recognit. 93 (2019)
Jie Liu, Hongzhi Xie, Shuyang Zhang, Lixu Gu
Multi-sequence myocardium segmentation with cross-constrained shape and neural network-based initialization. Comput. Medical Imaging Graph. 71 (2019)
Zhenhui Shi, Hongzhi Xie, Jingyang Zhang, Jie Liu, Lixu Gu
Vessel Enhancement Based on Length-constrained Hessian Information. ICPR (2018)
Yu Zhao, Zhenhui Shi, Jingyang Zhang, Dong Chen, Lixu Gu
A novel active learning framework for classification: using weighted rank aggregation to achieve multiple query criteria. CoRR (2018)
Jie Liu, Xiahai Zhuang, Hongzhi Xie, Shuyang Zhang, Lixu Gu
Myocardium segmentation from DE MRI with guided random walks and sparse shape representation. Int. J. Comput. Assist. Radiol. Surg. 13 (10) (2018)
Li Tao, Hongzhi Xie, Shuyang Zhang, Lixu Gu
Safety protection based on electromagnetic navigation in robot-assisted vascular interventional surgery. CISP-BMEI (2017)
Dong Chen, Hongzhi Xie, Shuyang Zhang, Weisheng Chen, Lixu Gu
Patient-specific respiratory motion estimation using Sparse Motion Field Presentation. EMBC (2017)
Jiayin Cai, Hongzhi Xie, Shuyang Zhang, Lixu Gu
Pilot study on vascular intervention training based on blood flow effected guidewire simulation. EMBC (2017)
Dong Chen, Weisheng Chen, Lipeng Huang, Xuegang Feng, Terry M. Peters, Lixu Gu
BEM-based simulation of lung respiratory deformation for CT-guided biopsy. Int. J. Comput. Assist. Radiol. Surg. 12 (9) (2017)
Jiayin Cai, Hongzhi Xie, Shuyang Zhang, Lixu Gu
Blood flow-induced physically based guidewire simulation for vascular intervention training. Int. J. Comput. Assist. Radiol. Surg. 12 (9) (2017)
Xingxin Liu, Lixu Gu, Hongzhi Xie, Shuyang Zhang
CT-ultrasound registration for electromagnetic navigation of cardiac intervention. CISP-BMEI (2017)
Jie Liu, Xiahai Zhuang, Lianming Wu, Dongaolei An, Jianrong Xu, Terry M. Peters, Lixu Gu
Myocardium Segmentation From DE MRI Using Multicomponent Gaussian Mixture Model and Coupled Level Set. IEEE Trans. Biomed. Eng. 64 (11) (2017)
Jiulong Liu, Xiaoqun Zhang, Bin Dong, Zuowei Shen, Lixu Gu
A Wavelet Frame Method with Shape Prior for Ultrasound Video Segmentation. SIAM J. Imaging Sci. 9 (2) (2016)
Junfeng Cai, Xiahai Zhuang, Yuanyuan Nie, Zhe Luo, Lixu Gu
Real-time aortic valve segmentation from transesophageal echocardiography sequence. Int. J. Comput. Assist. Radiol. Surg. 10 (4) (2015)
Guotai Wang, Shaoting Zhang, Hongzhi Xie, Dimitris N. Metaxas, Lixu Gu
A homotopy-based sparse representation for fast and accurate shape prior modeling in liver surgical planning. Medical Image Anal. 19 (1) (2015)
Yifeng Sun, Lixu Gu, Junfeng Cai
Target vessel identification in endoscopic coronary artery bypass grafting. BMEI (2015)
Bing Wang, Xiaomeng Gu, Chonghao Fan, Hongzhi Xie, Shuyang Zhang, Xuedong Tian, Lixu Gu
Sparse group composition for robust left ventricular epicardium segmentation. Comput. Medical Imaging Graph. 46 (2015)
Maisheng Luo, Hongzhi Xie, Le Xie, Ping Cai, Lixu Gu
A robust and real-time vascular intervention simulation based on Kirchhoff elastic rod. Comput. Medical Imaging Graph. 38 (8) (2014)
Guotai Wang, Shaoting Zhang, Lixu Gu
Scalable sparse shape composition and its application to liver surgical planning. ISBI (2014)
Jie Yang, Shaoting Zhang, Xiahai Zhuang, Long Jiang, Lixu Gu
Robust and efficient 3D registration via depth map-based feature point matching in image-guided neurosurgery. ISBI (2014)
Jie Liu, Xiahai Zhuang, Jing Liu, Shaoting Zhang, Guotai Wang, Lianming Wu, Jianrong Xu, Lixu Gu
Myocardium segmentation combining T2 and DE MRI using Multi-Component Bivariate Gaussian mixture model. ISBI (2014)
Yuanyuan Nie, Zhe Luo, Junfeng Cai, Lixu Gu
A novel aortic valve segmentation from ultrasound image using continuous max-flow approach. EMBC (2013)
Zhe Luo, Junfeng Cai, Su Wang, Qiang Zhao, Terry M. Peters, Lixu Gu
Magnetic Navigation for Thoracic Aortic Stent-graft Deployment Using Ultrasound Image Guidance. IEEE Trans. Biomed. Eng. 60 (3) (2013)
Bin Dong, Yiting Guo, Bing Wang, Lixu Gu
Aortic valve segmentation from ultrasound images based on shape constraint CV model. EMBC (2013)
Guotai Wang, Shaoting Zhang, Feng Li, Lixu Gu
Segmentation using Sparse Shape Composition and minimally supervised method in liver surgery planning system. EMBC (2013)
Zhe Luo, Junfeng Cai, Terry M. Peters, Lixu Gu
Intra-Operative 2-D Ultrasound and Dynamic 3-D Aortic Model Registration for Magnetic Navigation of Transcatheter Aortic Valve Implantation. IEEE Trans. Medical Imaging 32 (11) (2013)
Zhe Luo, Junfeng Cai, Lixu Gu
A pilot study on magnetic navigation for transcatheter aortic valve implantation using dynamic aortic model and US image guidance. Int. J. Comput. Assist. Radiol. Surg. 8 (4) (2013)
Zhe Luo, Junfeng Cai, Yuanyuan Nie, Guotai Wang, Lixu Gu
An augmented magnetic navigation system for Transcatheter Aortic Valve Implantation. EMBC (2013)
Bo Zhu, Lixu Gu
A hybrid deformable model for real-time surgical simulation. Comput. Medical Imaging Graph. 36 (5) (2012)
Lei Pan, Xubo Yang, Lixu Gu, Wenlong Lu, Min Fang
Validation and prediction of traditional Chinese physical operation on spinal disease using multiple deformation models. Int. J. Comput. Assist. Radiol. Surg. 6 (2) (2011)
Bo Zhu, Lixu Gu, Zhe Zhou
Particle-Based Deformable Modeling with Pre-computed Surface Data in Real-Time Surgical Simulation. MIAR (2010)
Bo Zhu, Lixu Gu, Xiaopeng Peng, Zhe Zhou
A Point-Based Simulation Framework for Minimally Invasive Surgery. ISMBS (2010)
Tingting Xi, Yan Sun, Lixu Gu, Minjie Chen
SurgView-RFT Electromagnetic Navigation System in Trigeminal Ganglion RF Therapy. BMEI (2009)
Jingsi Zhang, Lixu Gu, Xiaobo Li, Min Fang
An advanced hybrid cutting method with an improved state machine for surgical simulation. Comput. Medical Imaging Graph. 33 (1) (2009)
Jie Liu, Xubo Yang, Ting-ting Xi, Lixu Gu, Zhe-yuan Yu
A Novel Method for Computer Aided Plastic Surgery Prediction. BMEI (2009)
Gang Chen, Lixu Gu, Lijun Qian, Jianrong Xu
An Improved Level Set for Liver Segmentation and Perfusion Analysis in MRIs. IEEE Trans. Inf. Technol. Biomed. 13 (1) (2009)
Jun Ye, Yan Sun, Shuqing Wang, Lixu Gu, Lijun Qian, Jianrong Xu
Multi-Phase CT Image Based Hepatic Lesion Diagnosis by SVM. BMEI (2009)
Jianfeng Xu, Feng Liang, Lixu Gu
Bayesian Co-Segmentation of Multiple MR Images. ISBI (2009)
Wenyuan Qi, Lixu Gu, Jianrong Xu
Non-rigid 2D-3D Registration Based on Support Vector Regression Estimated Similarity Metric. MIAR (2008)
Yanyan Zou, Pengfei Huang, Lixu Gu, Jianghua Wu, Zhennan Yan, Sizhe Lv, Feng Chen, Jiasi Song, Hongshan Zhou, Qi Duan
Deformation modeling using global medial representation structures and evaluation by biset mesh matching. ICME (2008)
Kan Cheng, Lixu Gu, Jianghua Wu, Wei Li, Jianrong Xu
A Novel Level Set Based Shape Prior Method for Liver Segmentation from MRI Images. MIAR (2008)
Feng Li, Dirk Bartz, Lixu Gu, Michel A. Audette
An iterative classification method of 2D CT head data based on statistical and spatial information. ICPR (2008)
Pengfei Huang, Lixu Gu, Jingsi Zhang, Xiao Yu, Sizhe Lv, Zhennan Yan, Luyang Zhang, Hongshan Zhou, Xiaoshan Du
Virtual Surgery Deformable Modelling Employing GPU Based Computation. ICAT (2007)
Mathias Eitz, Lixu Gu
Hierarchical Spatial Hashing for Real-time Collision Detection. Shape Modeling International (2007)
Xiao Yu, Weitao Chen, Pengfei Huang, Sizhe Lv, Lixu Gu
New Tetrahedral Mesh Generation Method based on Delaunay Criteria and Space Disassembling. ICAT (2007)
Gang Chen, Lixu Gu
A Novel Liver Perfusion Analysis Based on Active Contours and Chamfer Matching. MIAR (2006)
Lixu Gu, Jianfeng Xu, Terry M. Peters
Novel Multistage Three-Dimensional Medical Image Segmentation: Methodology and Validation. IEEE Trans. Inf. Technol. Biomed. 10 (4) (2006)
Feng Qian, Lixu Gu, Shaoting Zhang
A Visual Validation Method Based on Point Mappings for Medical Image Segmentation. EMBC (2006)
Shaoting Zhang, Lixu Gu, Weiming Liang, Jingsi Zhang, Feng Qian
Real-Time Virtual Surgery Simulation Employing MM-Model and Adaptive Spatial Hash. ICAT (2006)
Xiahai Zhuang, Lixu Gu
Normal Vector Information Registration and Comparisons with Mutual Information. EMBC (2006)
Pengfei Huang, Lixu Gu, Xiaobo Li, Shaoting Zhang, Jianfeng Xu, Chen Lin, Qi Fang
Real-Time Simulation for Global Deformation of Soft Tissue Using Deformable Centerline and Medial Representation. ISBMS (2006)
Shaoting Zhang, Lixu Gu, Weiming Liang, Pengfei Huang, Jan Boehm, Jianfeng Xu
The Framework for Real-Time Simulation of Deformable Soft-Tissue Using a Hybrid Elastic Model. ISBMS (2006)
Lixu Gu, Terry M. Peters
3D Segmentation of Medical Images Using a Fast Multistage Hybrid Algorithm. Int. J. Comput. Assist. Radiol. Surg. 1 (1) (2006)
Shaoting Zhang, Lixu Gu, Pengfei Huang, Jianfeng Xu
Real-Time Simulation of Deformable Soft Tissue Based on Mass-Spring and Medial Representation. CVBIA (2005)
Xiahai Zhuang, Lixu Gu, Jianfeng Xu
Medical Image Alignment by Normal Vector Information. CIS (1) (2005)
Jianfeng Xu, Lixu Gu, Xiahai Zhuang, Terry M. Peters
A Novel Multi-stage 3D Medical Image Segmentation: Methodology and Validation. CIS (1) (2005)
Lixu Gu
3D Auto-detection of dental arches for dental implantology and oral surgery navigation. CARS (2004)
Jianfeng Xu, Lixu Gu
Evaluation of Morphological Reconstruction, Fast Marching and a Novel Hybrid Segmentation Method. CIS (2004)
Lixu Gu
Dynamic Heart Modeling Based on a Hybrid 3D Segmentation Approach. MIAR (2004)
Lixu Gu, Terry M. Peters
Robust 3D organ segmentation using a fast hybrid algorithm. CARS (2004)
Lixu Gu, Terry M. Peters
3D Automatic Fiducial Marker Localization Approach for Frameless Stereotactic Neuro-surgery Navigation. MIAR (2004)
Lixu Gu
Character Region Identification from Cover Images Using DTT. ICADL (2004)
Lixu Gu, Terry M. Peters
Automatic 3D localization of fiducial markers for frameless steriotactic neurosurgery navigation. CARS (2003)
Lixu Gu, Terry M. Peters
An accurate and efficient hybrid approach for near real time 3D brain segmentation. CARS (2003)
Hideyuki Fujimoto, Lixu Gu, Toyohisa Kaneko
Recognition of abdominal organs using 3D mathematical morphology. Systems and Computers in Japan 33 (8) (2002)
Lixu Gu, Toyohisa Kaneko
Extraction of abdominal organ regions using three-dimensional mathematical morphology. Systems and Computers in Japan 31 (7) (2000)

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Publication Activity (10 Years)

Top Topics

Top Venues

Lixu Gu