Zhen Qian

Orcid: 0000-0002-4606-5710

According to our database1, Zhen Qian authored at least 84 papers between 2005 and 2024.

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Bibliography

2024
Assessment of Rooftop Photovoltaic Potential Considering Building Functions.
Remote. Sens., August, 2024

Reconstruct Spine CT from Biplanar X-Rays via Diffusion Learning.
CoRR, 2024

HYDEN: Hyperbolic Density Representations for Medical Images and Reports.
CoRR, 2024

A 3D framework for segmentation of carotid artery vessel wall and identification of plaque compositions in multi-sequence MR images.
Comput. Medical Imaging Graph., 2024

Mobility-aware proactive video caching based on asynchronous federated learning in mobile edge computing systems.
Appl. Soft Comput., 2024

A global catalog of Martian impact craters with actual boundaries and degradation states.
Int. J. Appl. Earth Obs. Geoinformation, 2024

ZXQ at SemEval-2024 Task 7: Fine-tuning GPT-3.5-Turbo for Numerical Reasoning.
Proceedings of the 18th International Workshop on Semantic Evaluation, 2024

Learnable Skeleton-Based Medical Landmark Estimation with Graph Sparsity and Fiedler Regularizations.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

GMM-CoRegNet: A Multimodal Groupwise Registration Framework Based on Gaussian Mixture Model.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

DiffuX2CT: Diffusion Learning to Reconstruct CT Images from Biplanar X-Rays.
Proceedings of the Computer Vision - ECCV 2024, 2024

2023
Reproducing computational processes in service-based geo-simulation experiments.
Int. J. Appl. Earth Obs. Geoinformation, November, 2023

Boundary Delineator for Martian Crater Instances with Geographic Information and Deep Learning.
Remote. Sens., August, 2023

Documentation strategy for facilitating the reproducibility of geo-simulation experiments.
Environ. Model. Softw., May, 2023

Deep solar PV refiner: A detail-oriented deep learning network for refined segmentation of photovoltaic areas from satellite imagery.
Int. J. Appl. Earth Obs. Geoinformation, February, 2023

Computation Offloading for Edge Computing in RIS-Assisted Symbiotic Radio Systems.
IEEE Trans. Netw. Sci. Eng., 2023

Multi-task deep learning for large-scale building detail extraction from high-resolution satellite imagery.
CoRR, 2023

A Dashboard to Provide Instructors with Automated Feedback on Students' Peer Review Comments.
Proceedings of the LAK 2023: 13th International Learning Analytics and Knowledge Conference, 2023

MMAN: Multi-Task and Multi-Scale Attention Network for Concurrently Lower Limbs Segmentation and Landmark Detection.
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

Coarse-Fine View Attention Alignment-Based GAN for CT Reconstruction from Biplanar X-Rays.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

2022
Improving the Performance of Automated Rooftop Extraction through Geospatial Stratified and Optimized Sampling.
Remote. Sens., 2022

Deep Roof Refiner: A detail-oriented deep learning network for refined delineation of roof structure lines using satellite imagery.
Int. J. Appl. Earth Obs. Geoinformation, 2022

2021
Active Image Synthesis for Efficient Labeling.
IEEE Trans. Pattern Anal. Mach. Intell., 2021

Test-Time Training for Deformable Multi-Scale Image Registration.
Proceedings of the IEEE International Conference on Robotics and Automation, 2021

System Security Analysis of Different Link Proportions Between Nodes in the Cyber-Physical System Against Target Attack.
Proceedings of the Frontiers in Cyber Security - 4th International Conference, 2021

2020
Identification of Urban Functional Areas by Coupling Satellite Images and Taxi GPS Trajectories.
Remote. Sens., 2020

Automatic Identification of the Social Functions of Areas of Interest (AOIs) Using the Standard Hour-Day-Spectrum Approach.
ISPRS Int. J. Geo Inf., 2020

Bipartite Distance for Shape-Aware Landmark Detection in Spinal X-Ray Images.
CoRR, 2020

Partly Supervised Multitask Learning.
CoRR, 2020

Analysis of Scoliosis From Spinal X-Ray Images.
CoRR, 2020

Partly Supervised Multi-Task Learning.
Proceedings of the 19th IEEE International Conference on Machine Learning and Applications, 2020

Security Assessment for Cascading Failures of Cyber-Physical Systems Under Target Attack Strategy.
Proceedings of the Frontiers in Cyber Security - Third International Conference, 2020

Fully-Automated Analysis of Scoliosis from Spinal X-Ray Images.
Proceedings of the 33rd IEEE International Symposium on Computer-Based Medical Systems, 2020

CorGAN: Context aware Recurrent Generative Adversarial Network for Medical Image Generation.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2020

Shape-Aware Organ Segmentation by Predicting Signed Distance Maps.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Self-Supervised, Semi-Supervised, Multi-Context Learning for the Combined Classification and Segmentation of Medical Images (Student Abstract).
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
Neural Multi-Scale Self-Supervised Registration for Echocardiogram Dense Tracking.
CoRR, 2019

AVP: Physics-informed Data Generation for Small-data Learning.
CoRR, 2019

Statistical inference of probabilistic origin-destination demand using day-to-day traffic data.
CoRR, 2019

Estimating multi-year 24/7 origin-destination demand using high-granular multi-source traffic data.
CoRR, 2019

A Novel Approach for Online Car-Hailing Monitoring Using Spatiotemporal Big Data.
IEEE Access, 2019

2018
AnatomyNet: Deep 3D Squeeze-and-excitation U-Nets for fast and fully automated whole-volume anatomical segmentation.
CoRR, 2018

Generative Invertible Networks (GIN): Pathophysiology-Interpretable Feature Mapping and Virtual Patient Generation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

Prediction of paravalvular leak post transcatheter aortic valve replacement using a convolutional neural network.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018

2017
基于Stackelberg博弈的海事安全问题研究 (Maritime Security Research Based on Stackelberg Game).
计算机科学, 2017

Parking Sensing and Information System: Sensors, Deployment, and Evaluation.
CoRR, 2017

Optimal Topological Cycles and Their Application in Cardiac Trabeculae Restoration.
Proceedings of the Information Processing in Medical Imaging, 2017

2015
Morphological Analysis of the Left Ventricular Endocardial Surface Using a Bag-of-Features Descriptor.
IEEE J. Biomed. Health Informatics, 2015

2014
Classification of flexible three-fingered hand grasping pattern based on BP neural network.
Proceedings of the 2014 IEEE International Conference on Robotics and Biomimetics, 2014

Patient-specific aortic valve blood flow simulations.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

Morphological analysis of the papillary muscles and the trabeculae.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

Road Traffic Congestion Monitoring in Social Media with Hinge-Loss Markov Random Fields.
Proceedings of the 2014 IEEE International Conference on Data Mining, 2014

2013
Morphological Analusis Of The Left Ventricular Eendocardial Surface Using A Bag-Of-Features Descriptor
CoRR, 2013

Papillary muscles analysis from high resolution CT using spatial-temporal skeleton extraction.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

Practical patient-specific cardiac blood flow simulations using SPH.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

High resolution cardiac shape registration using Ricci flow.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

Segmenting the Papillary Muscles and the Trabeculae from High Resolution Cardiac CT through Restoration of Topological Handles.
Proceedings of the Information Processing in Medical Imaging, 2013

2012
Morphological Analysis of the Left Ventricular Endocardial Surface and Its Clinical Implications.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012

3D cardiac motion reconstruction from CT data and tagged MRI.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

Optimal cutoff threshold for calcium quantification in isotropic CT calcium scans by validating against registered intravascular ultrasound with radiofrequency backscatter.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

2011
Identifying Regional Cardiac Abnormalities From Myocardial Strains Using Nontracking-Based Strain Estimation and Spatio-Temporal Tensor Analysis.
IEEE Trans. Medical Imaging, 2011

A Lesion-Specific Coronary Artery Calcium Quantification Framework for the Prediction of Cardiac Events.
IEEE Trans. Inf. Technol. Biomed., 2011

Using High Resolution Cardiac CT Data to Model and Visualize Patient-Specific Interactions between Trabeculae and Blood Flow.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011

Intermodal registration of CTA and IVUS-VH, and its application on CTA-based plaque composition analysis.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011

Patient-specific modeling and visualization of blood flow through the heart.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011

An Automated Segmentation and Classification Framework for CT-Based Myocardial Perfusion Imaging for Detecting Myocardial Perfusion Defect.
Proceedings of the Functional Imaging and Modeling of the Heart, 2011

Shape Analysis of the Left Ventricular Endocardial Surface and Its Application in Detecting Coronary Artery Disease.
Proceedings of the Functional Imaging and Modeling of the Heart, 2011

4D Cardiac Reconstruction Using High Resolution CT Images.
Proceedings of the Functional Imaging and Modeling of the Heart, 2011

2010
Lesion-Specific Coronary Artery Calcium Quantification for Predicting Cardiac Event with Multiple Instance Support Vector Machines.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010

2009
Lesion-Specific Coronary Artery Calcium Quantification Better Predicts Cardiac Events.
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009

Active volume models for 3D medical image segmentation.
Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009

2008
Identifying Regional Cardiac Abnormalities from Myocardial Strains Using Spatio-temporal Tensor Analysis.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008

Tag Separation in Cardiac Tagged MRI.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008

Non-tracking-based 2D strain estimation in tagged MRI.
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008

2007
Ultrasound Myocardial Elastography and Registered 3D Tagged MRI: Quantitative Strain Comparison.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2007, 10th International Conference, Brisbane, Australia, October 29, 2007

Learning Methods in Segmentation of Cardiac Tagged MRI.
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007

A Novel Tag Removal Technique for Tagged Cardiac Mri and Its Applications.
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007

Validation of Myocardial Elastography Using MR Tagging in Normal and Abnormal Human Hearts in Vivo.
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007

Reconstruction of Detailed Left Ventricle Motion from tMRI Using Deformable Models.
Proceedings of the Functional Imaging and Modeling of the Heart, 2007

2006
Boosting and Nonparametric Based Tracking of Tagged MRI Cardiac Boundaries.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2006

Hybrid Deformable Models for Medical Segmentation and Registration.
Proceedings of the Ninth International Conference on Control, 2006

Extraction and Tracking of MRI Tagging Sheets Using a 3D Gabor Filter Bank.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006

A Segmentation and Tracking System for 4D Cardiac Tagged MR Images.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006

2005
Deformable-Model Based Textured Object Segmentation.
Proceedings of the Energy Minimization Methods in Computer Vision and Pattern Recognition, 2005

A Learning Framework for the Automatic and Accurate Segmentation of Cardiac Tagged MRI Images.
Proceedings of the Computer Vision for Biomedical Image Applications, 2005


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