Lixu Gu
Orcid: 0000-0002-6210-4847
According to our database1,
Lixu Gu
authored at least 97 papers
between 1996 and 2024.
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Bibliography
2024
Robotics Comput. Integr. Manuf., April, 2024
Exhaustive matching of 3D/2D coronary artery structure based on imperfect segmentations.
Int. J. Comput. Assist. Radiol. Surg., January, 2024
2023
S<sup>3</sup>R: Shape and Semantics-Based Selective Regularization for Explainable Continual Segmentation Across Multiple Sites.
IEEE Trans. Medical Imaging, September, 2023
Design, development and evaluation of an ergonomically designed dual-use mechanism for robot-assisted cardiovascular intervention.
Int. J. Comput. Assist. Radiol. Surg., February, 2023
A-Eval: A Benchmark for Cross-Dataset Evaluation of Abdominal Multi-Organ Segmentation.
CoRR, 2023
STU-Net: Scalable and Transferable Medical Image Segmentation Models Empowered by Large-Scale Supervised Pre-training.
CoRR, 2023
2022
CAR-Net: A Deep Learning-Based Deformation Model for 3D/2D Coronary Artery Registration.
IEEE Trans. Medical Imaging, 2022
An automatic framework for estimating the pose of the catheter distal section using a coarse-to-fine network.
Comput. Methods Programs Biomed., 2022
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, 2022
AdwU-Net: Adaptive Depth and Width U-Net for Medical Image Segmentation by Differentiable Neural Architecture Search.
Proceedings of the International Conference on Medical Imaging with Deep Learning, 2022
Revisiting nnU-Net for Iterative Pseudo Labeling and Efficient Sliding Window Inference.
Proceedings of the Fast and Low-Resource Semi-supervised Abdominal Organ Segmentation, 2022
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022
2021
Self-speculation of clinical features based on knowledge distillation for accurate ocular disease classification.
Biomed. Signal Process. Control., 2021
Multi-label ocular disease classification with a dense correlation deep neural network.
Biomed. Signal Process. Control., 2021
Comprehensive Importance-Based Selective Regularization for Continual Segmentation Across Multiple Sites.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021
A Novel Hybrid Convolutional Neural Network for Accurate Organ Segmentation in 3D Head and Neck CT Images.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021
SS-CADA: A Semi-Supervised Cross-Anatomy Domain Adaptation for Coronary Artery Segmentation.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021
Collaborative Multi-View Convolutions With Gating For Accurate And Fast Volumetric Medical Image Segmentation.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021
2020
Weakly supervised vessel segmentation in X-ray angiograms by self-paced learning from noisy labels with suggestive annotation.
Neurocomputing, 2020
Automatic detection of coronary artery stenosis by convolutional neural network with temporal constraint.
Comput. Biol. Medicine, 2020
Generation of a local lung respiratory motion model using a weighted sparse algorithm and motion prior-based registration.
Comput. Biol. Medicine, 2020
A statistical weighted sparse-based local lung motion modelling approach for model-driven lung biopsy.
Int. J. Comput. Assist. Radiol. Surg., 2020
Dense Correlation Network for Automated Multi-Label Ocular Disease Detection with Paired Color Fundus Photographs.
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020
Classification of Ocular Diseases Employing Attention-Based Unilateral and Bilateral Feature Weighting and Fusion.
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020
Deformable Registration of Coronary Arteries with Topological Constraints for Image-Guided Vascular Interventions.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
2019
A novel active learning framework for classification: Using weighted rank aggregation to achieve multiple query criteria.
Pattern Recognit., 2019
Multi-sequence myocardium segmentation with cross-constrained shape and neural network-based initialization.
Comput. Medical Imaging Graph., 2019
A novel robotic system for vascular intervention: principles, performances, and applications.
Int. J. Comput. Assist. Radiol. Surg., 2019
2018
Myocardium segmentation from DE MRI with guided random walks and sparse shape representation.
Int. J. Comput. Assist. Radiol. Surg., 2018
Proceedings of the 24th International Conference on Pattern Recognition, 2018
2017
Myocardium Segmentation From DE MRI Using Multicomponent Gaussian Mixture Model and Coupled Level Set.
IEEE Trans. Biomed. Eng., 2017
Int. J. Comput. Assist. Radiol. Surg., 2017
Blood flow-induced physically based guidewire simulation for vascular intervention training.
Int. J. Comput. Assist. Radiol. Surg., 2017
Patient-specific respiratory motion estimation using Sparse Motion Field Presentation.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
Pilot study on vascular intervention training based on blood flow effected guidewire simulation.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
Safety protection based on electromagnetic navigation in robot-assisted vascular interventional surgery.
Proceedings of the 10th International Congress on Image and Signal Processing, 2017
Proceedings of the 10th International Congress on Image and Signal Processing, 2017
2016
SIAM J. Imaging Sci., 2016
2015
A homotopy-based sparse representation for fast and accurate shape prior modeling in liver surgical planning.
Medical Image Anal., 2015
Comput. Medical Imaging Graph., 2015
Int. J. Comput. Assist. Radiol. Surg., 2015
Proceedings of the 8th International Conference on Biomedical Engineering and Informatics, 2015
2014
A robust and real-time vascular intervention simulation based on Kirchhoff elastic rod.
Comput. Medical Imaging Graph., 2014
Robust and efficient 3D registration via depth map-based feature point matching in image-guided neurosurgery.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014
Myocardium segmentation combining T2 and DE MRI using Multi-Component Bivariate Gaussian mixture model.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014
2013
Intra-Operative 2-D Ultrasound and Dynamic 3-D Aortic Model Registration for Magnetic Navigation of Transcatheter Aortic Valve Implantation.
IEEE Trans. Medical Imaging, 2013
Magnetic Navigation for Thoracic Aortic Stent-graft Deployment Using Ultrasound Image Guidance.
IEEE Trans. Biomed. Eng., 2013
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., 2013
Segmentation using Sparse Shape Composition and minimally supervised method in liver surgery planning system.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
A novel aortic valve segmentation from ultrasound image using continuous max-flow approach.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
2012
Comput. Medical Imaging Graph., 2012
2011
Validation and prediction of traditional Chinese physical operation on spinal disease using multiple deformation models.
Int. J. Comput. Assist. Radiol. Surg., 2011
2010
Particle-Based Deformable Modeling with Pre-computed Surface Data in Real-Time Surgical Simulation.
Proceedings of the Medical Imaging and Augmented Reality - 5th International Workshop, 2010
Proceedings of the Biomedical Simulation, 5th International Symposium, 2010
2009
IEEE Trans. Inf. Technol. Biomed., 2009
An advanced hybrid cutting method with an improved state machine for surgical simulation.
Comput. Medical Imaging Graph., 2009
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009
Proceedings of the 2nd International Conference on BioMedical Engineering and Informatics, 2009
Proceedings of the 2nd International Conference on BioMedical Engineering and Informatics, 2009
Proceedings of the 2nd International Conference on BioMedical Engineering and Informatics, 2009
2008
Non-rigid 2D-3D Registration Based on Support Vector Regression Estimated Similarity Metric.
Proceedings of the Medical Imaging and Augmented Reality, 4th International Workshop, 2008
Proceedings of the Medical Imaging and Augmented Reality, 4th International Workshop, 2008
An iterative classification method of 2D CT head data based on statistical and spatial information.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008
Deformation modeling using global medial representation structures and evaluation by biset mesh matching.
Proceedings of the 2008 IEEE International Conference on Multimedia and Expo, 2008
2007
Proceedings of the 2007 International Conference on Shape Modeling and Applications (SMI 2007), 2007
New Tetrahedral Mesh Generation Method based on Delaunay Criteria and Space Disassembling.
Proceedings of the Advances in Artificial Reality and Tele-Existence, 2007
Proceedings of the Advances in Artificial Reality and Tele-Existence, 2007
2006
Novel Multistage Three-Dimensional Medical Image Segmentation: Methodology and Validation.
IEEE Trans. Inf. Technol. Biomed., 2006
Int. J. Comput. Assist. Radiol. Surg., 2006
Proceedings of the Medical Imaging and Augmented Reality, 2006
The Framework for Real-Time Simulation of Deformable Soft-Tissue Using a Hybrid Elastic Model.
Proceedings of the Biomedical Simulation, Third International Symposium, 2006
Real-Time Simulation for Global Deformation of Soft Tissue Using Deformable Centerline and Medial Representation.
Proceedings of the Biomedical Simulation, Third International Symposium, 2006
Proceedings of the Advances in Artificial Reality and Tele-Existence, 2006
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006
2005
Real-Time Simulation of Deformable Soft Tissue Based on Mass-Spring and Medial Representation.
Proceedings of the Computer Vision for Biomedical Image Applications, 2005
Proceedings of the Computational Intelligence and Security, International Conference, 2005
Proceedings of the Computational Intelligence and Security, International Conference, 2005
2004
3D Automatic Fiducial Marker Localization Approach for Frameless Stereotactic Neuro-surgery Navigation.
Proceedings of the Medical Imaging and Augmented Reality: Second International Workshop, 2004
Proceedings of the Medical Imaging and Augmented Reality: Second International Workshop, 2004
Proceedings of the Digital Libraries: International Collaboration and Cross-Fertilization, 2004
Evaluation of Morphological Reconstruction, Fast Marching and a Novel Hybrid Segmentation Method.
Proceedings of the Computational and Information Science, First International Symposium, 2004
Robust 3D organ segmentation using a fast hybrid algorithm.
Proceedings of the CARS 2004. Computer Assisted Radiology and Surgery. Proceedings of the 18th International Congress and Exhibition, 2004
3D Auto-detection of dental arches for dental implantology and oral surgery navigation.
Proceedings of the CARS 2004. Computer Assisted Radiology and Surgery. Proceedings of the 18th International Congress and Exhibition, 2004
2003
Automatic 3D localization of fiducial markers for frameless steriotactic neurosurgery navigation.
Proceedings of the CARS 2003. Computer Assisted Radiology and Surgery. Proceedings of the 17th International Congress and Exhibition, 2003
An accurate and efficient hybrid approach for near real time 3D brain segmentation.
Proceedings of the CARS 2003. Computer Assisted Radiology and Surgery. Proceedings of the 17th International Congress and Exhibition, 2003
2002
Syst. Comput. Jpn., 2002
2000
Extraction of abdominal organ regions using three-dimensional mathematical morphology.
Syst. Comput. Jpn., 2000
Proceedings of the 15th International Conference on Pattern Recognition, 2000
1998
Syst. Comput. Jpn., 1998
Robust extraction of characters from color scene image using mathematical morphology.
Proceedings of the Fourteenth International Conference on Pattern Recognition, 1998
1996
Proceedings of IAPR Workshop on Machine Vision Applications, 1996