| 2025 | WACV | Continuous Spatio-Temporal Memory Networks for 4D Cardiac Cine MRI Segmentation. | Meng Ye, Bingyu Xin, Leon Axel, Dimitris N. Metaxas |
| 2024 | ECCV | Rethinking Deep Unrolled Model for Accelerated MRI Reconstruction. | Bingyu Xin, Meng Ye, Leon Axel, Dimitris N. Metaxas |
| 2024 | MICCAI | Enhanced Deep Unrolled Models Applied to the CMRxRecon2024 Challenge. | Bingyu Xin, Meng Ye, Leon Axel, Dimitris N. Metaxas |
| 2024 | WACV | Unsupervised Exemplar-Based Image-to-Image Translation and Cascaded Vision Transformers for Tagged and Untagged Cardiac Cine MRI Registration. | Meng Ye, Mikael Kanski, Dong Yang, Leon Axel, Dimitris N. Metaxas |
| 2023 | ICCV | Neural Deformable Models for 3D Bi-Ventricular Heart Shape Reconstruction and Modeling from 2D Sparse Cardiac Magnetic Resonance Imaging. | Meng Ye, Dong Yang, Mikael Kanski, Leon Axel, Dimitris N. Metaxas |
| 2023 | MICCAI | DMCVR: Morphology-Guided Diffusion Model for 3D Cardiac Volume Reconstruction. | Xiaoxiao He, Chaowei Tan, Ligong Han, Bo Liu, Leon Axel, Kang Li, Dimitris N. Metaxas |
| 2022 | MICCAI | DeepRecon: Joint 2D Cardiac Segmentation and 3D Volume Reconstruction via a Structure-Specific Generative Method. | Qi Chang, Zhennan Yan, Mu Zhou, Di Liu, Khalid Sawalha, Meng Ye, Qilong Zhangli, Mikael Kanski, Subhi Al'Aref, Leon Axel, Dimitris N. Metaxas |
| 2021 | CVPR | DeepTag: An Unsupervised Deep Learning Method for Motion Tracking on Cardiac Tagging Magnetic Resonance Images. | Meng Ye, Mikael Kanski, Dong Yang, Qi Chang, Zhennan Yan, Qiaoying Huang, Leon Axel, Dimitris N. Metaxas |
| 2020 | ECCV | Cardiac MR Image Sequence Segmentation with Temporal Motion Encoding. | Pengxiang Wu, Qiaoying Huang, Jingru Yi, Hui Qu, Meng Ye, Leon Axel, Dimitris N. Metaxas |
| 2020 | MICCAI | PC-U Net: Learning to Jointly Reconstruct and Segment the Cardiac Walls in 3D from CT Data. | Meng Ye, Qiaoying Huang, Dong Yang, Pengxiang Wu, Jingru Yi, Leon Axel, Dimitris N. Metaxas |
| 2018 | MICCAI | 3D LV Probabilistic Segmentation in Cardiac MRI Using Generative Adversarial Network. | Dong Yang, Bo Liu, Leon Axel, Dimitris N. Metaxas |
| 2015 | MICCAI | Efficient Preconditioning in Joint Total Variation Regularized Parallel MRI Reconstruction. | Zheng Xu, Yeqing Li, Leon Axel, Junzhou Huang |
| 2015 | MICCAI | Calibrationless Parallel Dynamic MRI with Joint Temporal Sparsity. | Yang Yu, Zhennan Yan, Li Feng, Dimitris N. Metaxas, Leon Axel |
| 2014 | MICCAI | Real Time Dynamic MRI with Dynamic Total Variation. | Chen Chen, Yeqing Li, Leon Axel, Junzhou Huang |
| 2012 | MICCAI | Fast Multi-contrast MRI Reconstruction. | Junzhou Huang, Chen Chen, Leon Axel |
| 2011 | MICCAI | Using High Resolution Cardiac CT Data to Model and Visualize Patient-Specific Interactions between Trabeculae and Blood Flow. | Scott Kulp, Mingchen Gao, Shaoting Zhang, Zhen Qian, Szilard Voros, Dimitris N. Metaxas, Leon Axel |
| 2010 | ICASSP | On compressed sensing in parallel MRI of cardiac perfusion using temporal wavelet and TV regularization. | Cagdas Bilen, Ivan W. Selesnick, Yao Wang, Ricardo Otazo, Daniel Kim, Leon Axel, Daniel K. Sodickson |
| 2008 | CVPR | Meshless deformable models for LV motion analysis. | Xiaoxu Wang, Dimitris N. Metaxas, Ting Chen, Leon Axel |
| 2008 | MICCAI | Fast Motion Tracking of Tagged MRI Using Angle-Preserving Meshless Registration. | Ting Chen, Xiaoxu Wang, Dimitris N. Metaxas, Leon Axel |
| 2008 | MICCAI | Tag Separation in Cardiac Tagged MRI. | Junzhou Huang, Zhen Qian, Xiaolei Huang, Dimitris N. Metaxas, Leon Axel |
| 2008 | MICCAI | Identifying Regional Cardiac Abnormalities from Myocardial Strains Using Spatio-temporal Tensor Analysis. | Zhen Qian, Qingshan Liu, Dimitris N. Metaxas, Leon Axel |
| 2008 | MICCAI | Active Volume Models with Probabilistic Object Boundary Prediction Module. | Tian Shen, Yaoyao Zhu, Xiaolei Huang, Junzhou Huang, Dimitris N. Metaxas, Leon Axel |
| 2008 | MICCAI | LV Motion and Strain Computation from tMRI Based on Meshless Deformable Models. | Xiaoxu Wang, Ting Chen, Shaoting Zhang, Dimitris N. Metaxas, Leon Axel |
| 2007 | MICCAI | 2D Motion Analysis of Long Axis Cardiac Tagged MRI. | Ting Chen, Sohae Chung, Leon Axel |
| 2007 | MICCAI | Adaptive Metamorphs Model for 3D Medical Image Segmentation. | Junzhou Huang, Xiaolei Huang, Dimitris N. Metaxas, Leon Axel |
| 2007 | MICCAI | Ultrasound Myocardial Elastography and Registered 3D Tagged MRI: Quantitative Strain Comparison. | Zhen Qian, Wei-Ning Lee, Elisa E. Konofagou, Dimitris N. Metaxas, Leon Axel |
| 2006 | ICARCV | Hybrid Deformable Models for Medical Segmentation and Registration. | Dimitris N. Metaxas, Zhen Qian, Xiaolei Huang, Rui Huang, Ting Chen, Leon Axel |
| 2006 | MICCAI | Boosting and Nonparametric Based Tracking of Tagged MRI Cardiac Boundaries. | Zhen Qian, Dimitris N. Metaxas, Leon Axel |
| 2004 | MICCAI | Pulmonary Micronodule Detection from 3D Chest CT. | Sukmoon Chang, Hirosh Emoto, Dimitris N. Metaxas, Leon Axel |
| 2004 | MICCAI | 3D Cardiac Anatomy Reconstruction Using High Resolution CT Data. | Ting Chen, Dimitris N. Metaxas, Leon Axel |
| 2004 | MICCAI | Gabor Filter-Based Automated Strain Computation from Tagged MR Images. | Tushar Manglik, Alexandru Cernicanu, Vinay S. Pai, Daniel Kim, Ting Chen, Pradnya Dugal, Bharathi Batchu, Leon Axel |
| 2003 | CBMS | Computer Modeling of Intracoronary Stents Undergoing MRI Scanning: Simulating Electrogenesis. | Henry J. Feldman, Leon Axel, Glenn I. Fishman |
| 2003 | MICCAI | Scan-Conversion Algorithm for Ridge Point Detection on Tubular Objects. | Sukmoon Chang, Dimitris N. Metaxas, Leon Axel |
| 2003 | MICCAI | Automated Model-Based Segmentation of the Left and Right Ventricles in Tagged Cardiac MRI. | Albert Montillo, Dimitris N. Metaxas, Leon Axel |
| 2003 | MICCAI | A Finite Element Model for Functional Analysis of 4D Cardiac-Tagged MR Images. | Kyoungju Park, Dimitris N. Metaxas, Leon Axel |
| 2002 | MICCAI | In-vivo Strain and Stress Estimation of the Left Ventricle from MRI Images. | Zhenhua Hu, Dimitris N. Metaxas, Leon Axel |
| 2002 | MICCAI | Automated Segmentation of the Left and Right Ventricles in 4D Cardiac SPAMM Images. | Albert Montillo, Dimitris N. Metaxas, Leon Axel |
| 2002 | MICCAI | LV-RV Shape Modeling Based on a Blended Parameterized Model. | Kyoungju Park, Dimitris N. Metaxas, Leon Axel |
| 1998 | MICCAI | Motion Analysis of the Right Ventricle From MRI Images. | Edith Haber, Dimitris N. Metaxas, Leon Axel |
| 1995 | ICCV | Volumetric Deformable Models with Parameter Functions: A New Approach to the 3D Motion Analysis of the LV from MRI-SPAMM. | Jinah Park, Dimitris N. Metaxas, Leon Axel |
| 1994 | CBMS | Model-based analysis of cardiac motion from tagged MRI data. | Jinah Park, Dimitris N. Metaxas, Alistair A. Young, Leon Axel |
| 1992 | CVPR | Non-rigid heart wall motion using MR tagging. | Alistair A. Young, Leon Axel |
| 1983 | IJCAI | Model Driven Visualization of Coronary Arteries. | Gabor T. Herman, Leon Axel, Ruzena Bajcsy, Harold L. Kundel, R. LeVeen, Jayaram K. Udupa, G. Wolf |