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Lixu Gu
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2020 – today
- 2025
- [j39]Samiksha Pachade
, Prasanna Porwal
RFMiD: Retinal Image Analysis for multi-Disease Detection challenge. Medical Image Anal. 99: 103365 (2025) - 2024
- [j38]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): 109-117 (2024) - [j37]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: 107998 (2024) - [j36]Wenjia Peng, Hongzhi Xie, Shuyang Zhang, Lixu Gu:
Inverse kinematic analysis and agile control of a magnetically actuated catheter. Robotics Comput. Integr. Manuf. 86: 102662 (2024) - [c59]Wei Li, Jingyang Zhang, Pheng-Ann Heng, Lixu Gu:
Comprehensive Generative Replay for Task-Incremental Segmentation with Concurrent Appearance and Semantic Forgetting. MICCAI (8) 2024: 80-90 - [i8]Wei Li, Jingyang Zhang, Pheng-Ann Heng, Lixu Gu:
Comprehensive Generative Replay for Task-Incremental Segmentation with Concurrent Appearance and Semantic Forgetting. CoRR abs/2406.19796 (2024) - 2023
- [j35]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): 205-216 (2023) - [j34]Jingyang Zhang
S3R: Shape and Semantics-Based Selective Regularization for Explainable Continual Segmentation Across Multiple Sites. IEEE Trans. Medical Imaging 42(9): 2539-2551 (2023) - [i7]Ziyan Huang, Haoyu Wang, Zhongying Deng, Jin Ye, Yanzhou Su, Hui Sun, Junjun He, Yun Gu, Lixu Gu, Shaoting Zhang
STU-Net: Scalable and Transferable Medical Image Segmentation Models Empowered by Large-Scale Supervised Pre-training. CoRR abs/2304.06716 (2023) - [i6]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 abs/2309.03906 (2023) - 2022
- [j33]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: 104271 (2022) - [j32]Wenjia Peng
An automatic framework for estimating the pose of the catheter distal section using a coarse-to-fine network. Comput. Methods Programs Biomed. 225: 107036 (2022) - [j31]Wei Wu
CAR-Net: A Deep Learning-Based Deformation Model for 3D/2D Coronary Artery Registration. IEEE Trans. Medical Imaging 41(10): 2715-2727 (2022) - [c58]Dexu Wang, Zhikai Yang, Ziyan Huang, Lixu Gu:
Spine Segmentation with Multi-view GCN and Boundary Constraint. EMBC 2022: 2136-2139 - [c57]Haoyu Wang, Hongrui Yi, Jie Liu, Lixu Gu:
Integrated Treatment Planning in Percutaneous Microwave Ablation of Lung Tumors. EMBC 2022: 4974-4977 - [c56]Ziyan Huang
Revisiting nnU-Net for Iterative Pseudo Labeling and Efficient Sliding Window Inference. FLARE@MICCAI 2022: 178-189 - [c55]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: 576-589 - 2021
- [j30]Junjun He
Multi-label ocular disease classification with a dense correlation deep neural network. Biomed. Signal Process. Control. 63: 102167 (2021) - [j29]Junjun He
Self-speculation of clinical features based on knowledge distillation for accurate ocular disease classification. Biomed. Signal Process. Control. 67: 102491 (2021) - [c54]Cheng Li, Jin Ye, Junjun He, Shanshan Wang
Collaborative Multi-View Convolutions With Gating For Accurate And Fast Volumetric Medical Image Segmentation. ISBI 2021: 571-574 - [c53]Jingyang Zhang, Ran Gu, Guotai Wang
SS-CADA: A Semi-Supervised Cross-Anatomy Domain Adaptation for Coronary Artery Segmentation. ISBI 2021: 1227-1231 - [c52]Junjun He, Jin Ye, Cheng Li, Diping Song, Wanli Chen, Shanshan Wang
Group Shift Pointwise Convolution for Volumetric Medical Image Segmentation. MICCAI (3) 2021: 48-58 - [c51]Jingyang Zhang, Ran Gu, Guotai Wang
Comprehensive Importance-Based Selective Regularization for Continual Segmentation Across Multiple Sites. MICCAI (1) 2021: 389-399 - [c50]Zijie Chen, Cheng Li, Junjun He, Jin Ye, Diping Song, Shanshan Wang
A Novel Hybrid Convolutional Neural Network for Accurate Organ Segmentation in 3D Head and Neck CT Images. MICCAI (1) 2021: 569-578 - [i5]Jingyang Zhang, Ran Gu, Guotai Wang, Hongzhi Xie, Lixu Gu:
SS-CADA: A Semi-Supervised Cross-Anatomy Domain Adaptation for Coronary Artery Segmentation. CoRR abs/2105.02674 (2021) - [i4]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 abs/2109.12629 (2021) - [i3]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 abs/2109.12634 (2021) - 2020
- [j28]Dong Chen
A statistical weighted sparse-based local lung motion modelling approach for model-driven lung biopsy. Int. J. Comput. Assist. Radiol. Surg. 15(8): 1279-1290 (2020) - [j27]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: 103657 (2020) - [j26]Dong Chen, Hongzhi Xie, Lixu Gu, Jing Liu
Generation of a local lung respiratory motion model using a weighted sparse algorithm and motion prior-based registration. Comput. Biol. Medicine 123: 103913 (2020) - [j25]Jingyang Zhang, Guotai Wang
Weakly supervised vessel segmentation in X-ray angiograms by self-paced learning from noisy labels with suggestive annotation. Neurocomputing 417: 114-127 (2020) - [c49]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: 1347-1350 - [c48]Cheng Li, Jin Ye, Junjun He, Shanshan Wang
Dense Correlation Network for Automated Multi-Label Ocular Disease Detection with Paired Color Fundus Photographs. ISBI 2020: 1-4 - [c47]Junjun He, Cheng Li, Jin Ye, Shanshan Wang
Classification of Ocular Diseases Employing Attention-Based Unilateral and Bilateral Feature Weighting and Fusion. ISBI 2020: 1258-1261 - [i2]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 abs/2005.13366 (2020)
2010 – 2019
- 2019
- [j24]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): 671-683 (2019) - [j23]Jie Liu, Hongzhi Xie, Shuyang Zhang
Multi-sequence myocardium segmentation with cross-constrained shape and neural network-based initialization. Comput. Medical Imaging Graph. 71: 49-57 (2019) - [j22]Yu Zhao
A novel active learning framework for classification: Using weighted rank aggregation to achieve multiple query criteria. Pattern Recognit. 93: 581-602 (2019) - 2018
- [j21]Jie Liu, Xiahai Zhuang
Myocardium segmentation from DE MRI with guided random walks and sparse shape representation. Int. J. Comput. Assist. Radiol. Surg. 13(10): 1579-1590 (2018) - [c46]Zhenhui Shi, Hongzhi Xie, Jingyang Zhang, Jie Liu, Lixu Gu:
Vessel Enhancement Based on Length-constrained Hessian Information. ICPR 2018: 2869-2874 - [i1]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 abs/1809.10565 (2018) - 2017
- [j20]Jiayin Cai, Hongzhi Xie, Shuyang Zhang
Blood flow-induced physically based guidewire simulation for vascular intervention training. Int. J. Comput. Assist. Radiol. Surg. 12(9): 1571-1583 (2017) - [j19]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): 1585-1597 (2017) - [j18]Jie Liu, Xiahai Zhuang
Myocardium Segmentation From DE MRI Using Multicomponent Gaussian Mixture Model and Coupled Level Set. IEEE Trans. Biomed. Eng. 64(11): 2650-2661 (2017) - [c45]Xingxin Liu, Lixu Gu, Hongzhi Xie, Shuyang Zhang
CT-ultrasound registration for electromagnetic navigation of cardiac intervention. CISP-BMEI 2017: 1-5 - [c44]Li Tao, Hongzhi Xie, Shuyang Zhang
Safety protection based on electromagnetic navigation in robot-assisted vascular interventional surgery. CISP-BMEI 2017: 1-5 - [c43]Dong Chen, Hongzhi Xie, Shuyang Zhang
Patient-specific respiratory motion estimation using Sparse Motion Field Presentation. EMBC 2017: 584-587 - [c42]Jiayin Cai, Hongzhi Xie, Shuyang Zhang
Pilot study on vascular intervention training based on blood flow effected guidewire simulation. EMBC 2017: 3381-3384 - 2016
- [j17]Jiulong Liu, Xiaoqun Zhang, Bin Dong, Zuowei Shen
A Wavelet Frame Method with Shape Prior for Ultrasound Video Segmentation. SIAM J. Imaging Sci. 9(2): 495-519 (2016) - 2015
- [j16]Junfeng Cai, Xiahai Zhuang
Real-time aortic valve segmentation from transesophageal echocardiography sequence. Int. J. Comput. Assist. Radiol. Surg. 10(4): 447-458 (2015) - [j15]Bing Wang, Xiaomeng Gu, Chonghao Fan, Hongzhi Xie, Shuyang Zhang
Sparse group composition for robust left ventricular epicardium segmentation. Comput. Medical Imaging Graph. 46: 56-63 (2015) - [j14]Guotai Wang
A homotopy-based sparse representation for fast and accurate shape prior modeling in liver surgical planning. Medical Image Anal. 19(1): 176-186 (2015) - [c41]Yifeng Sun, Lixu Gu, Junfeng Cai:
Target vessel identification in endoscopic coronary artery bypass grafting. BMEI 2015: 418-422 - 2014
- [j13]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): 735-743 (2014) - [c40]Guotai Wang
Scalable sparse shape composition and its application to liver surgical planning. ISBI 2014: 377-380 - [c39]Jie Yang, Shaoting Zhang
Robust and efficient 3D registration via depth map-based feature point matching in image-guided neurosurgery. ISBI 2014: 758-761 - [c38]Jie Liu, Xiahai Zhuang, Jing Liu, Shaoting Zhang
Myocardium segmentation combining T2 and DE MRI using Multi-Component Bivariate Gaussian mixture model. ISBI 2014: 886-889 - 2013
- [j12]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): 677-690 (2013) - [j11]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): 862-871 (2013) - [j10]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): 2152-2165 (2013) - [c37]Bin Dong, Yiting Guo, Bing Wang, Lixu Gu:
Aortic valve segmentation from ultrasound images based on shape constraint CV model. EMBC 2013: 1402-1405 - [c36]Yuanyuan Nie, Zhe Luo, Junfeng Cai, Lixu Gu:
A novel aortic valve segmentation from ultrasound image using continuous max-flow approach. EMBC 2013: 3311-3314 - [c35]Zhe Luo, Junfeng Cai, Yuanyuan Nie, Guotai Wang
An augmented magnetic navigation system for Transcatheter Aortic Valve Implantation. EMBC 2013: 5319-5322 - [c34]Guotai Wang
Segmentation using Sparse Shape Composition and minimally supervised method in liver surgery planning system. EMBC 2013: 6075-6078 - 2012
- [j9]Bo Zhu, Lixu Gu:
A hybrid deformable model for real-time surgical simulation. Comput. Medical Imaging Graph. 36(5): 356-365 (2012) - 2011
- [j8]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): 201-208 (2011) - 2010
- [c33]Bo Zhu, Lixu Gu, Xiaopeng Peng, Zhe Zhou:
A Point-Based Simulation Framework for Minimally Invasive Surgery. ISMBS 2010: 130-138 - [c32]Bo Zhu, Lixu Gu, Zhe Zhou:
Particle-Based Deformable Modeling with Pre-computed Surface Data in Real-Time Surgical Simulation. MIAR 2010: 503-512
2000 – 2009
- 2009
- [j7]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): 63-71 (2009) - [j6]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): 94-103 (2009) - [c31]Jie Liu, Xubo Yang, Ting-ting Xi, Lixu Gu, Zhe-yuan Yu
A Novel Method for Computer Aided Plastic Surgery Prediction. BMEI 2009: 1-5 - [c30]Tingting Xi, Yan Sun, Lixu Gu, Minjie Chen:
SurgView-RFT Electromagnetic Navigation System in Trigeminal Ganglion RF Therapy. BMEI 2009: 1-5 - [c29]Jun Ye, Yan Sun, Shuqing Wang, Lixu Gu, Lijun Qian, Jianrong Xu:
Multi-Phase CT Image Based Hepatic Lesion Diagnosis by SVM. BMEI 2009: 1-5 - [c28]Jianfeng Xu, Feng Liang, Lixu Gu:
Bayesian Co-Segmentation of Multiple MR Images. ISBI 2009: 53-56 - 2008
- [c27]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: 937-940 - [c26]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: 1-4 - [c25]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: 150-159 - [c24]Wenyuan Qi, Lixu Gu, Jianrong Xu:
Non-rigid 2D-3D Registration Based on Support Vector Regression Estimated Similarity Metric. MIAR 2008: 339-348 - 2007
- [c23]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: 221-227 - [c22]Xiao Yu, Weitao Chen, Pengfei Huang, Sizhe Lv, Lixu Gu:
New Tetrahedral Mesh Generation Method based on Delaunay Criteria and Space Disassembling. ICAT 2007: 228-233 - [c21]Mathias Eitz, Lixu Gu:
Hierarchical Spatial Hashing for Real-time Collision Detection. Shape Modeling International 2007: 61-70 - 2006
- [j5]Lixu Gu, Terry M. Peters:
3D Segmentation of Medical Images Using a Fast Multistage Hybrid Algorithm. Int. J. Comput. Assist. Radiol. Surg. 1(1): 23-31 (2006) - [j4]Lixu Gu, Jianfeng Xu, Terry M. Peters:
Novel Multistage Three-Dimensional Medical Image Segmentation: Methodology and Validation. IEEE Trans. Inf. Technol. Biomed. 10(4): 740-748 (2006) - [c20]Xiahai Zhuang, Lixu Gu:
Normal Vector Information Registration and Comparisons with Mutual Information. EMBC 2006: 3827-3830 - [c19]Feng Qian, Lixu Gu, Shaoting Zhang
A Visual Validation Method Based on Point Mappings for Medical Image Segmentation. EMBC 2006: 3836-3839 - [c18]Shaoting Zhang, Lixu Gu, Weiming Liang, Jingsi Zhang, Feng Qian:
Real-Time Virtual Surgery Simulation Employing MM-Model and Adaptive Spatial Hash. ICAT 2006: 666-675 - [c17]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: 67-74 - [c16]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: 75-83 - [c15]Gang Chen, Lixu Gu:
A Novel Liver Perfusion Analysis Based on Active Contours and Chamfer Matching. MIAR 2006: 108-115 - [e1]Guang-Zhong Yang, Tianzi Jiang, Dinggang Shen, Lixu Gu, Jie Yang:
Medical Imaging and Augmented Reality, MIAR 2006, Third International Workshop, Shanghai, China, August 17-18, 2006, Proceedings. Lecture Notes in Computer Science 4091, Springer 2006, ISBN 3-540-37220-2 [contents] - 2005
- [c14]Jianfeng Xu, Lixu Gu, Xiahai Zhuang
A Novel Multi-stage 3D Medical Image Segmentation: Methodology and Validation. CIS (1) 2005: 884-889 - [c13]Xiahai Zhuang
Medical Image Alignment by Normal Vector Information. CIS (1) 2005: 890-895 - [c12]Shaoting Zhang, Lixu Gu, Pengfei Huang, Jianfeng Xu:
Real-Time Simulation of Deformable Soft Tissue Based on Mass-Spring and Medial Representation. CVBIA 2005: 419-426 - 2004
- [c11]Lixu Gu, Terry M. Peters:
Robust 3D organ segmentation using a fast hybrid algorithm. CARS 2004: 69-74 - [c10]Lixu Gu:
3D Auto-detection of dental arches for dental implantology and oral surgery navigation. CARS 2004: 1380 - [c9]Jianfeng Xu, Lixu Gu:
Evaluation of Morphological Reconstruction, Fast Marching and a Novel Hybrid Segmentation Method. CIS 2004: 678-684 - [c8]Lixu Gu:
Character Region Identification from Cover Images Using DTT. ICADL 2004: 388-397 - [c7]Lixu Gu:
Dynamic Heart Modeling Based on a Hybrid 3D Segmentation Approach. MIAR 2004: 237-244 - [c6]Lixu Gu, Terry M. Peters:
3D Automatic Fiducial Marker Localization Approach for Frameless Stereotactic Neuro-surgery Navigation. MIAR 2004: 329-336 - 2003
- [c5]Lixu Gu, Terry M. Peters:
An accurate and efficient hybrid approach for near real time 3D brain segmentation. CARS 2003: 1309 - [c4]Lixu Gu, Terry M. Peters:
Automatic 3D localization of fiducial markers for frameless steriotactic neurosurgery navigation. CARS 2003: 1362 - 2002
- [j3]Hideyuki Fujimoto, Lixu Gu, Toyohisa Kaneko:
Recognition of abdominal organs using 3D mathematical morphology. Syst. Comput. Jpn. 33(8): 75-83 (2002) - 2000
- [j2]Lixu Gu, Toyohisa Kaneko:
Extraction of abdominal organ regions using three-dimensional mathematical morphology. Syst. Comput. Jpn. 31(7): 29-37 (2000) - [c3]Toyohisa Kaneko, Lixu Gu, Hideyuki Fujimoto:
Abdominal Organ Recognition Using 3D Mathematical Morphology. ICPR 2000: 2263-2266
1990 – 1999
- 1998
- [j1]Lixu Gu, Naoki Tanaka, Toyohisa Kaneko, Robert M. Haralick:
The extraction of characters from cover images using mathematical morphology. Syst. Comput. Jpn. 29(4): 33-42 (1998) - [c2]Lixu Gu, Toyohisa Kaneko, Naoki Tanaka, Robert M. Haralick:
Robust extraction of characters from color scene image using mathematical morphology. ICPR 1998: 1002-1004 - 1996
- [c1]Lixu Gu, Naoki Tanaka, Robert M. Haralick, Toyohisa Kaneko:
The Extraction of Characters from Scene Image Using Mathematical Morphology. MVA 1996: 470-473
Coauthor Index
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