Zhong Xue
Orcid: 0000-0003-3207-0890
According to our database1,
Zhong Xue
authored at least 140 papers
between 2000 and 2023.
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Bibliography
2023
A radiomics based approach using adrenal gland and periadrenal fat CT images to allocate COVID-19 health care resources fairly.
BMC Medical Imaging, December, 2023
IEEE Trans. Medical Imaging, November, 2023
Segment aorta and localize landmarks simultaneously on noncontrast CT using a multitask learning framework for patients without severe vascular disease.
Comput. Biol. Medicine, June, 2023
IEEE Trans. Medical Imaging, February, 2023
Modeling Life-Span Brain Age from Large-Scale Dataset Based on Multi-level Information Fusion.
Proceedings of the Machine Learning in Medical Imaging - 14th International Workshop, 2023
Proceedings of the Machine Learning in Medical Imaging - 14th International Workshop, 2023
Reconstruction of 3D Fetal Brain MRI from 2D Cross-Sectional Acquisitions Using Unsupervised Learning Network.
Proceedings of the Machine Learning in Medical Imaging - 14th International Workshop, 2023
Cross-view Contrastive Mutual Learning Across Masked Autoencoders for Mammography Diagnosis.
Proceedings of the Machine Learning in Medical Imaging - 14th International Workshop, 2023
Proceedings of the Machine Learning in Medical Imaging - 14th International Workshop, 2023
A Bone Lesion Identification Network (BLIN) in CT Images with Weakly Supervised Learning.
Proceedings of the Machine Learning in Medical Imaging - 14th International Workshop, 2023
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023
HENet: Hierarchical Enhancement Network for Pulmonary Vessel Segmentation in Non-contrast CT Images.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023
Multi-Scale Supervised Contrastive Learning for Benign-Malignant Classification of Pulmonary Nodules in Chest Ct Scans.
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023
Semi-Supervised Domain-Adaptive Pulmonary Artery Segmentation via Uncertainty Guidance and Shape Strengthening.
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023
MT-NeT: Multi-Modality Transfer Learning Network for Automated Carotid Vessel Wall Segmentation using Sparse Annotation in MRI.
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023
2022
Automatic Grading Assessments for Knee MRI Cartilage Defects via Self-ensembling Semi-supervised Learning with Dual-Consistency.
Medical Image Anal., 2022
Evaluation of an automated intracranial aneurysm detection and rupture analysis approach using cascade detection and classification networks.
Comput. Medical Imaging Graph., 2022
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022
Proceedings of the Machine Learning in Medical Imaging - 13th International Workshop, 2022
Proceedings of the Imaging Systems for GI Endoscopy, and Graphs in Biomedical Image Analysis, 2022
Whole Mammography Diagnosis via Multi-instance Supervised Discriminative Localization and Classification.
Proceedings of the Machine Learning in Medical Imaging - 13th International Workshop, 2022
2021
Pattern Recognit., 2021
Comput. Medical Imaging Graph., 2021
Comput. Medical Imaging Graph., 2021
Computing infection distributions and longitudinal evolution patterns in lung CT images.
BMC Medical Imaging, 2021
Proceedings of the Pattern Recognition and Computer Vision - 4th Chinese Conference, 2021
Proceedings of the Machine Learning in Medical Imaging - 12th International Workshop, 2021
Proceedings of the Predictive Intelligence in Medicine - 4th International Workshop, 2021
Anatomical Structure-Aware Pulmonary Nodule Detection via Parallel Multi-task RoI Head.
Proceedings of the Predictive Intelligence in Medicine - 4th International Workshop, 2021
Self-adversarial Learning for Detection of Clustered Microcalcifications in Mammograms.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021
Domain Generalization for Mammography Detection via Multi-style and Multi-view Contrastive Learning.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021
Proceedings of the Machine Learning in Medical Imaging - 12th International Workshop, 2021
Proceedings of the Machine Learning in Medical Imaging - 12th International Workshop, 2021
A Multi-scale Graph Network with Multi-head Attention for Histopathology Image Diagnosisn.
Proceedings of the MICCAI Workshop on Computational Pathology, 2021
2020
SLIR: Synthesis, localization, inpainting, and registration for image-guided thermal ablation of liver tumors.
Medical Image Anal., 2020
CoRR, 2020
A Self-ensembling Framework for Semi-supervised Knee Osteoarthritis Localization and Classification with Dual-Consistency.
CoRR, 2020
CoRR, 2020
Ischemic Stroke Segmentation from CT Perfusion Scans Using Cluster-Representation Learning.
Proceedings of the Machine Learning in Clinical Neuroimaging and Radiogenomics in Neuro-oncology, 2020
Proceedings of the Machine Learning in Medical Imaging - 11th International Workshop, 2020
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020
Detection of Discriminative Neurological Circuits Using Hierarchical Graph Convolutional Networks in fMRI Sequences.
Proceedings of the Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, and Graphs in Biomedical Image Analysis, 2020
Joint Appearance-Feature Domain Adaptation: Application to QSM Segmentation Transfer.
Proceedings of the Machine Learning in Medical Imaging - 11th International Workshop, 2020
mr<sup>2</sup>NST: Multi-resolution and Multi-reference Neural Style Transfer for Mammography.
Proceedings of the Predictive Intelligence in Medicine - Third International Workshop, 2020
Proceedings of the Domain Adaptation and Representation Transfer, and Distributed and Collaborative Learning, 2020
A Self-ensembling Framework for Semi-supervised Knee Cartilage Defects Assessment with Dual-Consistency.
Proceedings of the Predictive Intelligence in Medicine - Third International Workshop, 2020
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020
Semantic Hierarchy Guided Registration Networks for Intra-subject Pulmonary CT Image Alignment.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020
Automatic Segmentation of Non-tumor Tissues in Glioma MR Brain Images Using Deformable Registration with Partial Convolutional Networks.
Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2020
2019
Preventing inpatient falls with injuries using integrative machine learning prediction: a cohort study.
npj Digit. Medicine, 2019
Unpaired whole-body MR to CT synthesis with correlation coefficient constrained adversarial learning.
Proceedings of the Medical Imaging 2019: Image Processing, 2019
Reconstruction of Isotropic High-Resolution MR Image from Multiple Anisotropic Scans Using Sparse Fidelity Loss and Adversarial Regularization.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019
Dynamic Spectral Graph Convolution Networks with Assistant Task Training for Early MCI Diagnosis.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019
Proceedings of the Machine Learning in Medical Imaging - 10th International Workshop, 2019
Regression-Based Line Detection Network for Delineation of Largely Deformed Brain Midline.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019
Synthesis and Inpainting-Based MR-CT Registration for Image-Guided Thermal Ablation of Liver Tumors.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019
Weakly Supervised Segmentation Framework with Uncertainty: A Study on Pneumothorax Segmentation in Chest X-ray.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019
Novel Iterative Attention Focusing Strategy for Joint Pathology Localization and Prediction of MCI Progression.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019
Unpaired Mr to CT Synthesis with Explicit Structural Constrained Adversarial Learning.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019
2018
Deep Learning based Inter-Modality Image Registration Supervised by Intra-Modality Similarity.
CoRR, 2018
Adversarial Similarity Network for Evaluating Image Alignment in Deep Learning Based Registration.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018
Deep Learning Based Inter-modality Image Registration Supervised by Intra-modality Similarity.
Proceedings of the Machine Learning in Medical Imaging - 9th International Workshop, 2018
2017
Dynamic Respiratory Motion Estimation Using Patch-Based Kernel-PCA Priors for Lung Cancer Radiotherapy.
Proceedings of the Molecular Imaging, Reconstruction and Analysis of Moving Body Organs, and Stroke Imaging and Treatment, 2017
Transductive local fisher discriminant analysis for gene expression profile-based cancer classification.
Proceedings of the 2017 IEEE EMBS International Conference on Biomedical & Health Informatics, 2017
2016
Estimating Lung Respiratory Motion Using Combined Global and Local Statistical Models.
Proceedings of the Patch-Based Techniques in Medical Imaging, 2016
Proceedings of the Machine Learning in Medical Imaging - 7th International Workshop, 2016
Quantitative Analysis of 3D T1-Weighted Gadolinium (Gd) DCE-MRI with Different Repetition Times.
Proceedings of the Medical Imaging and Augmented Reality - 7th International Conference, 2016
Proceedings of the 23rd International Conference on Pattern Recognition, 2016
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2016
When discriminative K-means meets Grassmann manifold: Disease gene identification via a general multi-view clustering method.
Proceedings of the 2016 IEEE-EMBS International Conference on Biomedical and Health Informatics, 2016
Proceedings of the 2016 IEEE-EMBS International Conference on Biomedical and Health Informatics, 2016
2014
Fractional anisotropy asymmetry and the side of seizure origin for partial onset-temporal lobe epilepsy.
Comput. Medical Imaging Graph., 2014
Spatial-Temporal Image-Constrained Lung 4D-CT Reconstruction for Radiotherapy Planning.
Proceedings of the Clinical Image-Based Procedures. Translational Research in Medical Imaging, 2014
Estimating Dynamic Lung Images from High-Dimension Chest Surface Motion Using 4D Statistical Model.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014
2013
A Fast CT and CT-Fluoroscopy Registration Algorithm With Respiratory Motion Compensation for Image-Guided Lung Intervention.
IEEE Trans. Biomed. Eng., 2013
Simultaneous Tensor and Fiber Registration (STFR) for Diffusion Tensor Images of the Brain.
Proceedings of the Augmented Reality Environments for Medical Imaging and Computer-Assisted Interventions, 2013
Proceedings of the Multimodal Brain Image Analysis - Third International Workshop, 2013
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013
Analyzing grey matter diffusivity of autism in the context of white matter connectivity.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
2012
A minimally invasive multimodality image-guided (MIMIG) system for peripheral lung cancer intervention and diagnosis.
Comput. Medical Imaging Graph., 2012
Motion correction for cellular-resolution multi-photon fluorescence microscopy imaging of awake head-restrained mice using speed embedded HMM.
Comput. Medical Imaging Graph., 2012
Live-wire-based segmentation of (3D) anatomical structures for image-guided lung interventions.
Proceedings of the Medical Imaging 2012: Image Processing, 2012
A novel approach for three dimensional dendrite spine segmentation and classification.
Proceedings of the Medical Imaging 2012: Image Processing, 2012
Fast CT-CT fluoroscopy registration with respiratory motion compensation for image-guided lung intervention.
Proceedings of the Medical Imaging 2012: Image-Guided Procedures, 2012
Automatic segmentation and centroid detection of skin sensors for lung interventions.
Proceedings of the Medical Imaging 2012: Image-Guided Procedures, 2012
Support vector machine (SVM) active learning for automated Glioblastoma segmentation.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012
Identification of faulty DTI-based sub-networks in autism using network regularized SVM.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012
Three-dimensional dendritic spine detection based on minimal cross-sectional curvature.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012
2011
Topology preservation evaluation of compact-support radial basis functions for image registration.
Pattern Recognit. Lett., 2011
Tissue probability map constrained 4D clustering algorithm for increased accuracy and robustness in SerialMR brain image segmentation.
Int. J. Medical Eng. Informatics, 2011
Comput. Medical Imaging Graph., 2011
2010
A local fast marching-based diffusion tensor image registration algorithm by simultaneously considering spatial deformation and tensor orientation.
NeuroImage, 2010
Joint registration and segmentation of serial lung CT images for image-guided lung cancer diagnosis and therapy.
Comput. Medical Imaging Graph., 2010
Comput. Medical Imaging Graph., 2010
Comput. Medical Imaging Graph., 2010
An expectation-maximization approach to joint curve evolution for medical image segmentation.
Proceedings of the Medical Imaging 2010: Image Processing, 2010
The Alzheimer's Disease Neuroimaging Initiative: Consistent 4D Cortical Thickness Measurement for Longitudinal Neuroimaging Study.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010
Online 4-D CT Estimation for Patient-Specific Respiratory Motion Based on Real-Time Breathing Signals.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010
Motion Artifact Correction of Multi-Photon Imaging of Awake Mice Models Using Speed Embedded HMM.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010
Distinguishing Left or Right Temporal Lobe Epilepsy from Controls Using Fractional Anisotropy Asymmetry Analysis.
Proceedings of the Medical Imaging and Augmented Reality - 5th International Workshop, 2010
A Motion Correction Algorithm for Microendoscope Video Computing in Image-Guided Intervention.
Proceedings of the Medical Imaging and Augmented Reality - 5th International Workshop, 2010
Peripheral Lung Cancer Detection by Vascular Tumor Labeling Using In-Vivo Microendoscopy under Real Time 3D CT Image Guided Intervention.
Proceedings of the Medical Imaging and Augmented Reality - 5th International Workshop, 2010
PICE: prior information constrained evolution for 3-D and 4-D brain tumor segmentation.
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010
A Minimally Invasive Multimodality Image-Guided (MIMIG) Molecular Imaging System for Peripheral Lung Cancer Intervention and Diagnosis.
Proceedings of the Information Processing in Computer-Assisted Interventions, 2010
Applying training hidden features to joint curve evolution for brain MRI segmentation.
Proceedings of the 11th International Conference on Control, 2010
2009
A new statistically-constrained deformable registration framework for MR brain images.
Int. J. Medical Eng. Informatics, 2009
Automated brain tumor segmentation using spatial accuracy-weighted hidden Markov Random Field.
Comput. Medical Imaging Graph., 2009
Tissue probability map constrained CLASSIC for increased accuracy and robustness in serial image segmentation.
Proceedings of the Medical Imaging 2009: Image Processing, 2009
Voles: Vascularity-Oriented Level Set Algorithm for Pulmonary Vessel Segmentation in Image Guided Intervention Therapy.
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009
Simultaneous Consideration of Spatial Deformation and Tensor Orientation in Diffusion Tensor Image Registration Using Local Fast Marching Patterns.
Proceedings of the Information Processing in Medical Imaging, 2009
2008
Segmenting Lung Fields in Serial Chest Radiographs Using Both Population-Based and Patient-Specific Shape Statistics.
IEEE Trans. Medical Imaging, 2008
Multimodality image registration by maximization of quantitative-qualitative measure of mutual information.
Pattern Recognit., 2008
Improving Parenchyma Segmentation by Simultaneous Estimation of Tissue Property T1 Map and Group-Wise Registration of Inversion Recovery MR Breast Images.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008
Joint Registration and Segmentation of Serial Lung CT Images in Microendoscopy Molecular Image-Guided Therapy.
Proceedings of the Medical Imaging and Augmented Reality, 4th International Workshop, 2008
Proceedings of the 10th International Conference on Control, 2008
Proceedings of the Computer Vision, 2008
2007
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007
2006
Simulating deformations of MR brain images for validation of atlas-based segmentation and registration algorithms.
NeuroImage, 2006
CLASSIC: Consistent Longitudinal Alignment and Segmentation for Serial Image Computing.
NeuroImage, 2006
Statistical representation of high-dimensional deformation fields with application to statistically constrained 3D warping.
Medical Image Anal., 2006
Segmenting Lung Fields in Serial Chest Radiographs Using Both Population and Patient-Specific Shape Statistics.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2006
Proceedings of the Ninth International Conference on Control, 2006
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2006
2005
Statistical Representation and Simulation of High-Dimensional Deformations: Application to Synthesizing Brain Deformations.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2005
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2005
2004
Determining correspondence in 3-D MR brain images using attribute vectors as morphological signatures of voxels.
IEEE Trans. Medical Imaging, 2004
Morphological classification of brains via high-dimensional shape transformations and machine learning methods.
NeuroImage, 2004
Morphological Classification of Medical Images using Nonlinear Support Vector Machines.
Proceedings of the 2004 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2004
2003
Pattern Recognit., 2003
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2003
2002
Image Vis. Comput., 2002
Proceedings of the Seventh International Conference on Control, 2002
2001
Pattern Recognit., 2001
Proceedings of the 2001 International Conference on Image Processing, 2001
2000
Proceedings of the IEEE International Conference on Systems, 2000
Proceedings of the 15th International Conference on Pattern Recognition, 2000
Proceedings of the 2000 International Conference on Image Processing, 2000
Proceedings of the 2000 International Conference on Image Processing, 2000