A Learning Framework for the Automatic and Accurate Segmentation of Cardiac Tagged MRI Images. - Zhen Qian; Dimitris N. Metaxas; Leon Axel (CVBIA, 2005)

Deformable-Model Based Textured Object Segmentation. - Xiaolei Huang 001; Zhen Qian; Rui Huang 001; Dimitris N. Metaxas (EMMCVPR, 2005)

A Segmentation and Tracking System for 4D Cardiac Tagged MR Images. - Dimitris N. Metaxas; Leon Axel; Zhen Qian; Xiaolei Huang 001 (EMBC, 2006)

Extraction and Tracking of MRI Tagging Sheets Using a 3D Gabor Filter Bank. - Zhen Qian; Dimitris N. Metaxas; Leon Axel (EMBC, 2006)

Hybrid Deformable Models for Medical Segmentation and Registration. - Dimitris N. Metaxas; Zhen Qian; Xiaolei Huang 001; Rui Huang 001; Ting Chen 001; Leon Axel (ICARCV, 2006)

Boosting and Nonparametric Based Tracking of Tagged MRI Cardiac Boundaries. - Zhen Qian; Dimitris N. Metaxas; Leon Axel (MICCAI (1), 2006)

Reconstruction of Detailed Left Ventricle Motion from tMRI Using Deformable Models. - Xiaoxu Wang; Joël Schaerer; Suejung B. Huh; Zhen Qian; Dimitris N. Metaxas; Ting Chen 001; Leon Axel (FIMH, 2007)

Validation of Myocardial Elastography Using MR Tagging in Normal and Abnormal Human Hearts in Vivo. - Wei-Ning Lee; Zhen Qian; Christina L. Tosti; Srirama V. Swaminathan; Truman R. Brown; Dimitris N. Metaxas; Elisa E. Konofagou (ISBI, 2007)

A Novel Tag Removal Technique for Tagged Cardiac Mri and Its Applications. - Zhen Qian; Rui Huang 001; Dimitris N. Metaxas; Leon Axel (ISBI, 2007)

Learning Methods in Segmentation of Cardiac Tagged MRI. - Zhen Qian; Dimitris N. Metaxas; Leon Axel (ISBI, 2007)

Ultrasound Myocardial Elastography and Registered 3D Tagged MRI: Quantitative Strain Comparison. - Zhen Qian; Wei-Ning Lee; Elisa E. Konofagou; Dimitris N. Metaxas; Leon Axel (MICCAI (1), 2007)

Non-tracking-based 2D strain estimation in tagged MRI. - Zhen Qian; Dimitris N. Metaxas; Leon Axel (ISBI, 2008)

Tag Separation in Cardiac Tagged MRI. - Junzhou Huang; Zhen Qian; Xiaolei Huang 001; Dimitris N. Metaxas; Leon Axel (MICCAI (2), 2008)

Identifying Regional Cardiac Abnormalities from Myocardial Strains Using Spatio-temporal Tensor Analysis. - Zhen Qian; Qingshan Liu 001; Dimitris N. Metaxas; Leon Axel (MICCAI (1), 2008)

Active volume models for 3D medical image segmentation. - Tian Shen; Hongsheng Li 001; Zhen Qian; Xiaolei Huang 001 (CVPR, 2009)

Lesion-Specific Coronary Artery Calcium Quantification Better Predicts Cardiac Events. - Zhen Qian; Idean Marvasty; Hunt Anderson; Sarah Rinehart; Szilard Voros (ISBI, 2009)

Lesion-Specific Coronary Artery Calcium Quantification for Predicting Cardiac Event with Multiple Instance Support Vector Machines. - Qingshan Liu 001; Zhen Qian; Idean Marvasty; Sarah Rinehart; Szilard Voros; Dimitris N. Metaxas (MICCAI (1), 2010)

4D Cardiac Reconstruction Using High Resolution CT Images. - Mingchen Gao; Junzhou Huang; Shaoting Zhang 001; Zhen Qian; Szilard Voros; Dimitris N. Metaxas; Leon Axel (FIMH, 2011)

Shape Analysis of the Left Ventricular Endocardial Surface and Its Application in Detecting Coronary Artery Disease. - Anirban Mukhopadhyay 003; Zhen Qian; Suchendra M. Bhandarkar; Tianming Liu 001; Szilard Voros (FIMH, 2011)

An Automated Segmentation and Classification Framework for CT-Based Myocardial Perfusion Imaging for Detecting Myocardial Perfusion Defect. - Zhen Qian; Parag Joshi; Sarah Rinehart; Szilard Voros (FIMH, 2011)

Patient-specific modeling and visualization of blood flow through the heart. - Scott Kulp; Dimitris N. Metaxas; Zhen Qian; Szilard Voros; Leon Axel; Viorel Mihalef (ISBI, 2011)

Intermodal registration of CTA and IVUS-VH, and its application on CTA-based plaque composition analysis. - Zhen Qian; Gustavo Vazquez; Szilard Voros (ISBI, 2011)

Using High Resolution Cardiac CT Data to Model and Visualize Patient-Specific Interactions between Trabeculae and Blood Flow. - Scott Kulp; Mingchen Gao; Shaoting Zhang 001; Zhen Qian; Szilard Voros; Dimitris N. Metaxas; Leon Axel (MICCAI (1), 2011)

A Lesion-Specific Coronary Artery Calcium Quantification Framework for the Prediction of Cardiac Events. - Zhen Qian; Idean Marvasty; Sarah Rinehart; Szilard Voros (IEEE Trans. Inf. Technol. Biomed., 2011)

Identifying Regional Cardiac Abnormalities From Myocardial Strains Using Nontracking-Based Strain Estimation and Spatio-Temporal Tensor Analysis. - Zhen Qian; Qingshan Liu 001; Dimitris N. Metaxas; Leon Axel (IEEE Trans. Medical Imaging, 2011)

Optimal cutoff threshold for calcium quantification in isotropic CT calcium scans by validating against registered intravascular ultrasound with radiofrequency backscatter. - Abinashi Dhungel; Zhen Qian; Gustavo Vazquez; Sarah Rinehart; Michael Weeks; Szilard Voros (EMBC, 2012)

3D cardiac motion reconstruction from CT data and tagged MRI. - Xiaoxu Wang; Viorel Mihalef; Zhen Qian; Szilard Voros; Dimitris N. Metaxas (EMBC, 2012)

Morphological Analysis of the Left Ventricular Endocardial Surface and Its Clinical Implications. - Anirban Mukhopadhyay 003; Zhen Qian; Suchendra M. Bhandarkar; Tianming Liu 001; Sarah Rinehart; Szilard Voros (MICCAI (2), 2012)

Segmenting the Papillary Muscles and the Trabeculae from High Resolution Cardiac CT through Restoration of Topological Handles. - Mingchen Gao; Chao Chen 012; Shaoting Zhang 001; Zhen Qian; Dimitris N. Metaxas; Leon Axel (IPMI, 2013)

High resolution cardiac shape registration using Ricci flow. - Mingchen Gao; Rui Shi; Shaoting Zhang 001; Wei Zeng 002; Zhen Qian; Xianfeng David Gu; Dimitris N. Metaxas; Leon Axel (ISBI, 2013)

Practical patient-specific cardiac blood flow simulations using SPH. - Scott Kulp; Mingchen Gao; Shaoting Zhang 001; Zhen Qian; Szilard Voros; Dimitris N. Metaxas; Leon Axel (ISBI, 2013)

Papillary muscles analysis from high resolution CT using spatial-temporal skeleton extraction. - Lin Zhong 002; Shaoting Zhang 001; Mingchen Gao; Junzhou Huang; Zhen Qian; Dimitris N. Metaxas; Leon Axel (ISBI, 2013)

Morphological Analusis Of The Left Ventricular Eendocardial Surface Using A Bag-Of-Features Descriptor - Anirban Mukhopadhyay 003; Zhen Qian; Suchendra M. Bhandarkar; Tianming Liu 001; Sarah Rinehart; Szilard Voros (CoRR, 2013)

Road Traffic Congestion Monitoring in Social Media with Hinge-Loss Markov Random Fields. - Po-Ta Chen; Feng Chen 001; Zhen Qian (ICDM, 2014)

Morphological analysis of the papillary muscles and the trabeculae. - Mingchen Gao; Chao Chen 012; Shaoting Zhang 001; Zhen Qian; Mani Vannan; Sarah Rinehart; Dimitris N. Metaxas; Leon Axel (ISBI, 2014)

Patient-specific aortic valve blood flow simulations. - Scott Kulp; Zhen Qian; Mani Vannan; Sarah Rinehart; Dimitris N. Metaxas (ISBI, 2014)

Classification of flexible three-fingered hand grasping pattern based on BP neural network. - Zhen Qian; Fang Xu 002; Guanjun Bao; Sheng Xu; Shibo Cai; Jianchao Zhang; Qinghua Yang (ROBIO, 2014)

Morphological Analysis of the Left Ventricular Endocardial Surface Using a Bag-of-Features Descriptor. - Anirban Mukhopadhyay 003; Zhen Qian; Suchendra M. Bhandarkar; Tianming Liu 001; Szilard Voros; Sarah Rinehart (IEEE J. Biomed. Health Informatics, 2015)

Optimal Topological Cycles and Their Application in Cardiac Trabeculae Restoration. - Pengxiang Wu; Chao Chen 012; Yusu Wang 001; Shaoting Zhang 001; Changhe Yuan; Zhen Qian; Dimitris N. Metaxas; Leon Axel (IPMI, 2017)

Parking Sensing and Information System: Sensors, Deployment, and Evaluation. - Xiao Chen 014; Zhen Qian; Ram Rajagopal; Todd Stiers; Christopher Flores; Robert Kavaler; Floyd Williams III (CoRR, 2017)

基于Stackelberg博弈的海事安全问题研究 (Maritime Security Research Based on Stackelberg Game). - Xufu Gong; Chengjian Wei; Zhen Qian; Baozhen Che; Hang Shen 001 (计算机科学, 2017)

Prediction of paravalvular leak post transcatheter aortic valve replacement using a convolutional neural network. - Zih Huei Wang; Geet Lahoti; Kan Wang 001; Shizhen Liu; Chuck Zhang; Ben Wang 001; Chien-Wei Wu; Mani Vannan; Zhen Qian (ISBI, 2018)

Generative Invertible Networks (GIN): Pathophysiology-Interpretable Feature Mapping and Virtual Patient Generation. - Jialei Chen 002; Yujia Xie; Kan Wang 001; Zih Huei Wang; Geet Lahoti; Chuck Zhang; Mani A. Vannan; Ben Wang 001; Zhen Qian (MICCAI (1), 2018)

AnatomyNet: Deep 3D Squeeze-and-excitation U-Nets for fast and fully automated whole-volume anatomical segmentation. - Wentao Zhu 001; Yufang Huang; Hui Tang; Zhen Qian; Nan Du 001; Wei Fan 001; Xiaohui Xie (CoRR, 2018)

A Novel Approach for Online Car-Hailing Monitoring Using Spatiotemporal Big Data. - Tong Zhou 001; Wenzhong Shi; Xintao Liu; Fei Tao 002; Zhen Qian; Ruijia Zhang (IEEE Access, 2019)

Estimating multi-year 24/7 origin-destination demand using high-granular multi-source traffic data. - Wei Ma; Zhen Qian (CoRR, 2019)

Statistical inference of probabilistic origin-destination demand using day-to-day traffic data. - Wei Ma; Zhen Qian (CoRR, 2019)

AVP: Physics-informed Data Generation for Small-data Learning. - Jialei Chen 002; Yujia Xie; Kan Wang 001; Chuck Zhang; Mani A. Vannan; Ben Wang 001; Zhen Qian (CoRR, 2019)

Neural Multi-Scale Self-Supervised Registration for Echocardiogram Dense Tracking. - Wentao Zhu 001; Yufang Huang; Mani A. Vannan; Shizhen Liu; Daguang Xu; Wei Fan 001; Zhen Qian; Xiaohui Xie (CoRR, 2019)

Self-Supervised, Semi-Supervised, Multi-Context Learning for the Combined Classification and Segmentation of Medical Images (Student Abstract). - Abdullah-Al-Zubaer Imran; Chao Huang 016; Hui Tang; Wei Fan 001; Yuan Xiao; Dingjun Hao; Zhen Qian; Demetri Terzopoulos (AAAI, 2020)

Shape-Aware Organ Segmentation by Predicting Signed Distance Maps. - Yuan Xue 002; Hui Tang; Zhi Qiao; Guanzhong Gong; Yong Yin; Zhen Qian; Chao Huang 016; Wei Fan 001; Xiaolei Huang 001 (AAAI, 2020)

CorGAN: Context aware Recurrent Generative Adversarial Network for Medical Image Generation. - Zhi Qiao; Zhen Qian; Hui Tang; Guanzhong Gong; Yong Yin; Chao Huang 016; Wei Fan 001 (BIBM, 2020)

Fully-Automated Analysis of Scoliosis from Spinal X-Ray Images. - Abdullah-Al-Zubaer Imran; Chao Huang 016; Hui Tang; Wei Fan 001; Kenneth M. C. Cheung; Michael Kai Tsun To; Zhen Qian; Demetri Terzopoulos (CBMS, 2020)

Security Assessment for Cascading Failures of Cyber-Physical Systems Under Target Attack Strategy. - Hao Peng 002; Zhen Qian; Zhe Kan; Hongxia Ye; Zian Fang; Dandan Zhao (FCS, 2020)

Partly Supervised Multi-Task Learning. - Abdullah-Al-Zubaer Imran; Chao Huang 016; Hui Tang; Wei Fan 001; Yuan Xiao; Dingjun Hao; Zhen Qian; Demetri Terzopoulos (ICMLA, 2020)

Analysis of Scoliosis From Spinal X-Ray Images. - Abdullah-Al-Zubaer Imran; Chao Huang 016; Hui Tang; Wei Fan 001; Kenneth M. C. Cheung; Michael Kai Tsun To; Zhen Qian; Demetri Terzopoulos (CoRR, 2020)

Partly Supervised Multitask Learning. - Abdullah-Al-Zubaer Imran; Chao Huang 016; Hui Tang; Wei Fan 001; Yuan Xiao; Dingjun Hao; Zhen Qian; Demetri Terzopoulos (CoRR, 2020)

Bipartite Distance for Shape-Aware Landmark Detection in Spinal X-Ray Images. - Abdullah-Al-Zubaer Imran; Chao Huang 016; Hui Tang; Wei Fan 001; Kenneth M. C. Cheung; Michael Kai Tsun To; Zhen Qian; Demetri Terzopoulos (CoRR, 2020)

Automatic Identification of the Social Functions of Areas of Interest (AOIs) Using the Standard Hour-Day-Spectrum Approach. - Tong Zhou 001; Xintao Liu; Zhen Qian; Haoxuan Chen; Fei Tao 002 (ISPRS Int. J. Geo Inf., 2020)

Identification of Urban Functional Areas by Coupling Satellite Images and Taxi GPS Trajectories. - Zhen Qian; Xintao Liu; Fei Tao 002; Tong Zhou 001 (Remote. Sens., 2020)

System Security Analysis of Different Link Proportions Between Nodes in the Cyber-Physical System Against Target Attack. - Hao Peng 002; Zhen Qian; Ming Zhong 009; Dandan Zhao; Guangquan Xu; Songyang Wu; Jianming Han (FCS, 2021)

Test-Time Training for Deformable Multi-Scale Image Registration. - Wentao Zhu 001; Yufang Huang; Daguang Xu; Zhen Qian; Wei Fan 001; Xiaohui Xie (ICRA, 2021)

Active Image Synthesis for Efficient Labeling. - Jialei Chen 002; Yujia Xie; Kan Wang 001; Chuck Zhang; Mani A. Vannan; Ben Wang 001; Zhen Qian (IEEE Trans. Pattern Anal. Mach. Intell., 2021)

Deep Roof Refiner: A detail-oriented deep learning network for refined delineation of roof structure lines using satellite imagery. - Zhen Qian; Min Chen 008; Teng Zhong; Fan Zhang 011; Rui Zhu; Zhixin Zhang; Kai Zhang; Zhuo Sun; Guonian Lü (Int. J. Appl. Earth Obs. Geoinformation, 2022)

Improving the Performance of Automated Rooftop Extraction through Geospatial Stratified and Optimized Sampling. - Zhuo Sun; Zhixin Zhang; Min Chen 008; Zhen Qian; Min Cao; Yongning Wen (Remote. Sens., 2022)

Coarse-Fine View Attention Alignment-Based GAN for CT Reconstruction from Biplanar X-Rays. - Zhi Qiao; Hanqiang Ouyang; Dongheng Chu; Huishu Yuan; Xiantong Zhen; Pei Dong; Zhen Qian (BIBM, 2023)

MMAN: Multi-Task and Multi-Scale Attention Network for Concurrently Lower Limbs Segmentation and Landmark Detection. - Lulu Gai; Zhi Qiao; Lianxi Fan; Xianghong Meng; Shengru Fang; Pei Dong; Zhen Qian (ISBI, 2023)

A Dashboard to Provide Instructors with Automated Feedback on Students' Peer Review Comments. - Amber J. Dood; Kapotaksha Das; Zhen Qian; Solaire Finkenstaedt-Quinn; Anne Gere; Ginger Shultz (LAK, 2023)

Multi-task deep learning for large-scale building detail extraction from high-resolution satellite imagery. - Zhen Qian; Min Chen 008; Zhuo Sun; Fan Zhang 011; Qingsong Xu; Jinzhao Guo; Zhiwei Xie 003; Zhixin Zhang (CoRR, 2023)

Computation Offloading for Edge Computing in RIS-Assisted Symbiotic Radio Systems. - Bin Li 010; Zhen Qian; Lei Liu 031; Yuan Wu 001; Dapeng Lan; Celimuge Wu (IEEE Trans. Netw. Sci. Eng., 2023)

Deep solar PV refiner: A detail-oriented deep learning network for refined segmentation of photovoltaic areas from satellite imagery. - Rui Zhu; Dongxue Guo; Man Sing Wong; Zhen Qian; Min Chen 008; Bisheng Yang; Bi Yu Chen; Haoran Zhang; Linlin You; Joon Heo; Jinyue Yan (Int. J. Appl. Earth Obs. Geoinformation, 2023)

Documentation strategy for facilitating the reproducibility of geo-simulation experiments. - Zhiyi Zhu; Min Chen 008; Zhen Qian; Hengyue Li; Kai Wu 004; Zaiyang Ma; Yongning Wen; Songshan Yue; Guonian Lü (Environ. Model. Softw., 2023)

Boundary Delineator for Martian Crater Instances with Geographic Information and Deep Learning. - Danyang Liu; Weiming Cheng; Zhen Qian; Jiayin Deng; Jianzhong Liu; Xunming Wang (Remote. Sens., 2023)

Reproducing computational processes in service-based geo-simulation experiments. - Zhiyi Zhu; Min Chen 008; Lingzhi Sun; Zhen Qian; Yuanqing He; Zaiyang Ma; Fengyuan Zhang; Yongning Wen; Songshan Yue; Guonian Lü (Int. J. Appl. Earth Obs. Geoinformation, 2023)

DiffuX2CT: Diffusion Learning to Reconstruct CT Images from Biplanar X-Rays. - Xuhui Liu; Zhi Qiao; Runkun Liu; Hong Li 016; Juan Zhang; Xiantong Zhen; Zhen Qian; Baochang Zhang 001 (ECCV (43), 2024)

Proactive video caching based on federated learning and implicit feedback in mobile edge computing. - Zhen Qian; Guanghui Li 001; Tao Qi; Chenglong Dai; Jia Hu (GLOBECOM, 2024)

GMM-CoRegNet: A Multimodal Groupwise Registration Framework Based on Gaussian Mixture Model. - Zhenyu Li; Fan Yu; Jie Lu; Zhen Qian (MICCAI (2), 2024)

Learnable Skeleton-Based Medical Landmark Estimation with Graph Sparsity and Fiedler Regularizations. - Yao Wang; Jiahao Chen; Wenjian Huang; Pei Dong; Zhen Qian (MICCAI (12), 2024)

ZXQ at SemEval-2024 Task 7: Fine-tuning GPT-3.5-Turbo for Numerical Reasoning. - Zhen Qian; Xiaofei Xu; Xiuzhen Zhang 001 (SemEval@NAACL, 2024)

A global catalog of Martian impact craters with actual boundaries and degradation states. - Danyang Liu; Weiming Cheng; Zhen Qian; Jia Liu; Jianzhong Liu; Xunming Wang (Int. J. Appl. Earth Obs. Geoinformation, 2024)

Mobility-aware proactive video caching based on asynchronous federated learning in mobile edge computing systems. - Zhen Qian; Yiming Feng; Chenglong Dai; Wei Li; Guanghui Li 001 (Appl. Soft Comput., 2024)

A 3D framework for segmentation of carotid artery vessel wall and identification of plaque compositions in multi-sequence MR images. - Jian Wang; Fan Yu; Mengze Zhang; Jie Lu; Zhen Qian (Comput. Medical Imaging Graph., 2024)

Reconstruct Spine CT from Biplanar X-Rays via Diffusion Learning. - Zhi Qiao; Xuhui Liu; Xiaopeng Wang; Runkun Liu; Xiantong Zhen; Pei Dong; Zhen Qian (CoRR, 2024)

Assessment of Rooftop Photovoltaic Potential Considering Building Functions. - Zhixin Zhang; Yingxia Pu; Zhuo Sun; Zhen Qian; Min Chen 008 (Remote. Sens., 2024)

HYDEN: Hyperbolic Density Representations for Medical Images and Reports. - Zhi Qiao; Linbin Han; Xiantong Zhen; Jiahong Gao 001; Zhen Qian (COLING, 2025)

Knowledge-Enhanced Hyperbolic Language-Image Pretraining for Zero-Shot Learning. - Linbin Han; Zhi Qiao; Xiantong Zhen; Jia-Hong Gao 001; Zhen Qian (IPMI (2), 2025)

SpectMamba: Integrating Frequency and State Space Models for Enhanced Medical Image Detection. - Yao Wang; Dong Yang; Zhi Qiao; Wenjian Huang; Liuzhi Yang; Zhen Qian (IPMI (1), 2025)

Teaching Large Language Models Number-Focused Headline Generation With Key Element Rationales. - Zhen Qian; Xiuzhen Zhang 001; Xiaofei Xu; Feng Xia 001 (NAACL (Findings), 2025)

Augmented Reality-Assisted Guide Plate Positioning in Lumbar Surgery Using Apple Vision Pro. - Hua Ma; Chongyan Sun; Zhenyu Li; Jiahao Chen; Runting Li; Ziyuan Wang; Yun Tian; Tengjiao Zhu; Zhen Qian (VR Workshops, 2025)

Federated deep reinforcement learning-based cost-efficient proactive video caching in energy-constrained mobile edge networks. - Zhen Qian; Guanghui Li 001; Tao Qi; Chenglong Dai (Comput. Networks, 2025)

Decadal sink-source shifts of forest aboveground carbon since 1988. - Zhen Qian; Sebastian Bathiany; Teng Liu; Lana L. Blaschke; Hoong Chen Teo; Niklas Boers (CoRR, 2025)

D3T: Dual-Domain Diffusion Transformer in Triplanar Latent Space for 3D Incomplete-View CT Reconstruction. - Xuhui Liu; Hong Li 016; Zhi Qiao; Yawen Huang; Xi Liu; Juan Zhang; Zhen Qian; Xiantong Zhen; Baochang Zhang 001 (Int. J. Comput. Vis., 2025)

Hyperbolic vision language representation learning on chest radiology images. - Zuojing Zhang; Zhi Qiao; Linbin Han; Hong Yang; Zhen Qian; Jingxiang Wu (Health Inf. Sci. Syst., 2025)