Leon Axel

ORCID

Publication Activity (10 Years)

Years Active: 1983-2024
Publications (10 Years): 38

Top Venues

Publications

Meng Ye, Mikael Kanski, Dong Yang, Leon Axel, Dimitris N. Metaxas
Unsupervised Exemplar-Based Image-to-Image Translation and Cascaded Vision Transformers for Tagged and Untagged Cardiac Cine MRI Registration. WACV (2024)
Meng Ye, Dong Yang, Mikael Kanski, Leon Axel, Dimitris N. Metaxas
Neural Deformable Models for 3D Bi-Ventricular Heart Shape Reconstruction and Modeling from 2D Sparse Cardiac Magnetic Resonance Imaging. ICCV (2023)
Bingyu Xin, Meng Ye, Leon Axel, Dimitris N. Metaxas
Fill the K-Space and Refine the Image: Prompting for Dynamic and Multi-Contrast MRI Reconstruction. CoRR (2023)
Meng Ye, Dong Yang, Mikael Kanski, Leon Axel, Dimitris N. Metaxas
Neural Deformable Models for 3D Bi-Ventricular Heart Shape Reconstruction and Modeling from 2D Sparse Cardiac Magnetic Resonance Imaging. CoRR (2023)
Meng Ye, Dong Yang, Qiaoying Huang, Mikael Kanski, Leon Axel, Dimitris N. Metaxas
SequenceMorph: A Unified Unsupervised Learning Framework for Motion Tracking on Cardiac Image Sequences. IEEE Trans. Pattern Anal. Mach. Intell. 45 (8) (2023)
Edson A. G. Coutinho, Bruno M. Carvalho, Selan R. dos Santos, Leon Axel
VisHeart: A Visualization and Analysis Tool for Multidimensional Data. FIMH (2023)
Xiaoxiao He, Chaowei Tan, Ligong Han, Bo Liu, Leon Axel, Kang Li, Dimitris N. Metaxas
DMCVR: Morphology-Guided Diffusion Model for 3D Cardiac Volume Reconstruction. CoRR (2023)
Bingyu Xin, Meng Ye, Leon Axel, Dimitris N. Metaxas
Fill the K-Space and Refine the Image: Prompting for Dynamic and Multi-Contrast MRI Reconstruction. STACOM@MICCAI (2023)
Xiaoxiao He, Chaowei Tan, Ligong Han, Bo Liu, Leon Axel, Kang Li, Dimitris N. Metaxas
DMCVR: Morphology-Guided Diffusion Model for 3D Cardiac Volume Reconstruction. MICCAI (7) (2023)
Bingyu Xin, Timothy S. Phan, Leon Axel, Dimitris N. Metaxas
Learned Half-Quadratic Splitting Network for MR Image Reconstruction. MIDL (2022)
Qi Chang, Zhennan Yan, Mu Zhou, Di Liu, Khalid Sawalha, Meng Ye, Qilong Zhangli, Mikael Kanski, Subhi Al'Aref, Leon Axel, Dimitris N. Metaxas
DeepRecon: Joint 2D Cardiac Segmentation and 3D Volume Reconstruction via a Structure-Specific Generative Method. MICCAI (4) (2022)
Qi Chang, Zhennan Yan, Mu Zhou, Di Liu, Khalid Sawalha, Meng Ye, Qilong Zhangli, Mikael Kanski, Subhi Al'Aref, Leon Axel, Dimitris N. Metaxas
DeepRecon: Joint 2D Cardiac Segmentation and 3D Volume Reconstruction via A Structure-Specific Generative Method. CoRR (2022)
Di Liu, Zhennan Yan, Qi Chang, Leon Axel, Dimitris N. Metaxas
Refined Deep Layer Aggregation for Multi-Disease, Multi-View & Multi-Center Cardiac MR Segmentation. STACOM@MICCAI (2021)
Meng Ye, Mikael Kanski, Dong Yang, Qi Chang, Zhennan Yan, Qiaoying Huang, Leon Axel, Dimitris N. Metaxas
DeepTag: An Unsupervised Deep Learning Method for Motion Tracking on Cardiac Tagging Magnetic Resonance Images. CoRR (2021)
Bingyu Xin, Timothy S. Phan, Leon Axel, Dimitris N. Metaxas
Learned Half-Quadratic Splitting Network for Magnetic Resonance Image Reconstruction. CoRR (2021)
Meng Ye, Mikael Kanski, Dong Yang, Qi Chang, Zhennan Yan, Qiaoying Huang, Leon Axel, Dimitris N. Metaxas
DeepTag: An Unsupervised Deep Learning Method for Motion Tracking on Cardiac Tagging Magnetic Resonance Images. CVPR (2021)
Qi Chang, Zhennan Yan, Meng Ye, Mikael Kanski, Subhi Al'Aref, Leon Axel, Dimitris N. Metaxas
An Unsupervised 3D Recurrent Neural Network for Slice Misalignment Correction in Cardiac MR Imaging. STACOM@MICCAI (2021)
Qi Chang, Zhennan Yan, Yixuan Lou, Leon Axel, Dimitris N. Metaxas
Soft-Label Guided Semi-Supervised Learning for Bi-Ventricle Segmentation in Cardiac Cine MRI. ISBI (2020)
Meng Ye, Qiaoying Huang, Dong Yang, Pengxiang Wu, Jingru Yi, Leon Axel, Dimitris N. Metaxas
PC-U Net: Learning to Jointly Reconstruct and Segment the Cardiac Walls in 3D from CT Data. M&Ms and EMIDEC/STACOM@MICCAI (2020)
Pengxiang Wu, Qiaoying Huang, Jingru Yi, Hui Qu, Meng Ye, Leon Axel, Dimitris N. Metaxas
Cardiac MR Image Sequence Segmentation with Temporal Motion Encoding. ECCV Workshops (1) (2020)
Dong Yang, Qiaoying Huang, Kanski Kanski, Subhi Al'Aref, Leon Axel, Dimitris N. Metaxas
Mri-Based Characterization of Left Ventricle Dyssynchrony with Correlation to Crt Outcomes. ISBI (2020)
Meng Ye, Qiaoying Huang, Dong Yang, Pengxiang Wu, Jingru Yi, Leon Axel, Dimitris N. Metaxas
PC-U Net: Learning to Jointly Reconstruct and Segment the Cardiac Walls in 3D from CT Data. CoRR (2020)
Qiaoying Huang, Dong Yang, Jingru Yi, Leon Axel, Dimitris N. Metaxas
FR-Net: Joint Reconstruction and Segmentation in Compressed Sensing Cardiac MRI. FIMH (2019)
Zhongyu Li, Yixuan Lou, Zhennan Yan, Subhi Al'Aref, James K. Min, Leon Axel, Dimitris N. Metaxas
Fully Automatic Segmentation Of Short-Axis Cardiac MRI Using Modified Deep Layer Aggregation. ISBI (2019)
Mikael Kanski, Teodora Chitiboi, Lennart Tautz, Anja Hennemuth, Dan Halpern, Mark V. Sherrid, Leon Axel
Analysis of Three-Chamber View Tagged Cine MRI in Patients with Suspected Hypertrophic Cardiomyopathy. FIMH (2019)
Elias S. Helou, Marcelo V. W. Zibetti, Leon Axel, Kai Tobias Block, Ravinder R. Regatte, Gabor T. Herman
The Discrete Fourier Transform for Golden Angle Linogram Sampling. CoRR (2019)
Dong Yang, Qiaoying Huang, Leon Axel, Dimitris N. Metaxas
Multi-component deformable models coupled with 2D-3D U-Net for automated probabilistic segmentation of cardiac walls and blood. ISBI (2018)
Dong Yang, Bo Liu, Leon Axel, Dimitris N. Metaxas
3D LV Probabilistic Segmentation in Cardiac MRI Using Generative Adversarial Network. STACOM@MICCAI (2018)
Elena Bernardis, Yong Zhang, Ender Konukoglu, Yangming Ou, Harold S. Javitz, Leon Axel, Dimitris N. Metaxas, Benoit Desjardins, Kilian M. Pohl
eCurves: A Temporal Shape Encoding. IEEE Trans. Biomed. Eng. 65 (4) (2018)
Pengxiang Wu, Chao Chen, Yusu Wang, Shaoting Zhang, Changhe Yuan, Zhen Qian, Dimitris N. Metaxas, Leon Axel
Optimal Topological Cycles and Their Application in Cardiac Trabeculae Restoration. IPMI (2017)
Teodora Chitiboi, Rebecca Ramb, Li Feng, Eve Piekarski, Lennart Tautz, Anja Hennemuth, Leon Axel
Multi-cycle Reconstruction of Cardiac MRI for the Analysis of Inter-ventricular Septum Motion During Free Breathing. FIMH (2017)
Dong Yang, Pengxiang Wu, Chaowei Tan, Kilian M. Pohl, Leon Axel, Dimitris N. Metaxas
3D Motion Modeling and Reconstruction of Left Ventricle Wall in Cardiac MRI. FIMH (2017)
Lennart Tautz, Li Feng, Ricardo Otazo, Anja Hennemuth, Leon Axel
Analysis of cardiac interventricular septum motion in different respiratory states. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2016)
Zheng Xu, Yeqing Li, Leon Axel, Junzhou Huang
Efficient Preconditioning in Joint Total Variation Regularized Parallel MRI Reconstruction. MICCAI (2) (2015)
Scott Kulp, Chao Chen, Dimitris N. Metaxas, Leon Axel
Ventricular blood flow analysis using topological methods. ISBI (2015)
Peter R. Huntjens, John Walmsley, Vincent Wu, Tammo Delhaas, Leon Axel, Joost Lumens
Assessment of Septal Motion Abnormalities in Left Bundle Branch Block Patients Using Computer Simulations. FIMH (2015)
Yang Yu, Zhennan Yan, Li Feng, Dimitris N. Metaxas, Leon Axel
Calibrationless Parallel Dynamic MRI with Joint Temporal Sparsity. MCV@MICCAI (2015)
Daniel K. Sodickson, Li Feng, Florian Knoll, Martijn A. Cloos, Noam Ben-Eliezer, Leon Axel, Hersh Chandarana, Tobias Block, Ricardo Otazo
The rapid imaging renaissance: sparser samples, denser dimensions, and glimmerings of a grand unified tomography. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2015)
Dimitris N. Metaxas, Leon Axel
Preface. Medical Image Anal. 18 (6) (2014)
Chen Chen, Yeqing Li, Leon Axel, Junzhou Huang
Real Time Dynamic MRI with Dynamic Total Variation. MICCAI (1) (2014)
Yang Yu, Shaoting Zhang, Kang Li, Dimitris N. Metaxas, Leon Axel
Deformable models with sparsity constraints for cardiac motion analysis. Medical Image Anal. 18 (6) (2014)
Mingchen Gao, Chao Chen, Shaoting Zhang, Zhen Qian, Mani Vannan, Sarah Rinehart, Dimitris N. Metaxas, Leon Axel
Morphological analysis of the papillary muscles and the trabeculae. ISBI (2014)
Scott Kulp, Mingchen Gao, Shaoting Zhang, Zhen Qian, Szilard Voros, Dimitris N. Metaxas, Leon Axel
Practical patient-specific cardiac blood flow simulations using SPH. ISBI (2013)
Mingchen Gao, Rui Shi, Shaoting Zhang, Wei Zeng, Zhen Qian, Xianfeng David Gu, Dimitris N. Metaxas, Leon Axel
High resolution cardiac shape registration using Ricci flow. ISBI (2013)
Lin Zhong, Shaoting Zhang, Mingchen Gao, Junzhou Huang, Zhen Qian, Dimitris N. Metaxas, Leon Axel
Papillary muscles analysis from high resolution CT using spatial-temporal skeleton extraction. ISBI (2013)
Yang Yu, Shaoting Zhang, Junzhou Huang, Dimitris N. Metaxas, Leon Axel
Sparse Deformable Models with Application to Cardiac Motion Analysis. IPMI (2013)
Mingchen Gao, Chao Chen, Shaoting Zhang, Zhen Qian, Dimitris N. Metaxas, Leon Axel
Segmenting the Papillary Muscles and the Trabeculae from High Resolution Cardiac CT through Restoration of Topological Handles. IPMI (2013)
Junzhou Huang, Chen Chen, Leon Axel
Fast Multi-contrast MRI Reconstruction. MICCAI (1) (2012)
Ricardo Otazo, Li Feng, Hersh Chandarana, Tobias Block, Leon Axel, Daniel K. Sodickson
Combination of compressed sensing and parallel imaging for highly-accelerated dynamic MRI. ISBI (2012)
Mustafa Gökhan Uzunbas, Shaoting Zhang, Kilian M. Pohl, Dimitris N. Metaxas, Leon Axel
Segmentation of myocardium using deformable regions and graph cuts. ISBI (2012)
Xinyi Cui, Shaoting Zhang, Junzhou Huang, Xiaolei Huang, Dimitris N. Metaxas, Leon Axel
Left endocardium segmentation using spatio-temporal Metamorphs. ISBI (2012)
Scott Kulp, Dimitris N. Metaxas, Zhen Qian, Szilard Voros, Leon Axel, Viorel Mihalef
Patient-specific modeling and visualization of blood flow through the heart. ISBI (2011)
Shaoting Zhang, Mustafa Gökhan Uzunbas, Zhennan Yan, Mingchen Gao, Junzhou Huang, Dimitris N. Metaxas, Leon Axel
Construction of Left Ventricle 3D Shape Atlas from Cardiac MRI. FIMH (2011)
Scott Kulp, Mingchen Gao, Shaoting Zhang, Zhen Qian, Szilard Voros, Dimitris N. Metaxas, Leon Axel
Using High Resolution Cardiac CT Data to Model and Visualize Patient-Specific Interactions between Trabeculae and Blood Flow. MICCAI (1) (2011)
Zhen Qian, Qingshan Liu, Dimitris N. Metaxas, Leon Axel
Identifying Regional Cardiac Abnormalities From Myocardial Strains Using Nontracking-Based Strain Estimation and Spatio-Temporal Tensor Analysis. IEEE Trans. Medical Imaging 30 (12) (2011)
Mingchen Gao, Junzhou Huang, Shaoting Zhang, Zhen Qian, Szilard Voros, Dimitris N. Metaxas, Leon Axel
4D Cardiac Reconstruction Using High Resolution CT Images. FIMH (2011)
Ting Chen, Xiaoxu Wang, Sohae Chung, Dimitris N. Metaxas, Leon Axel
Automated 3D Motion Tracking Using Gabor Filter Bank, Robust Point Matching, and Deformable Models. IEEE Trans. Medical Imaging 29 (1) (2010)
Cagdas Bilen, Ivan W. Selesnick, Yao Wang, Ricardo Otazo, Daniel Kim, Leon Axel, Daniel K. Sodickson
On compressed sensing in parallel MRI of cardiac perfusion using temporal wavelet and TV regularization. ICASSP (2010)
Viorel Mihalef, Dimitris N. Metaxas, Mark Sussman, Vassilios Hurmusiadis, Leon Axel
Atrioventricular Blood Flow Simulation Based on Patient-Specific Data. FIMH (2009)
Dimitris N. Metaxas, Leon Axel
Editorial. Medical Image Anal. 13 (5) (2009)
Shaoting Zhang, Xiaoxu Wang, Dimitris N. Metaxas, Ting Chen, Leon Axel
LV Surface Reconstruction from Sparse TMRI Using Laplacian Surface Deformation and Optimization. ISBI (2009)
Junzhou Huang, Zhen Qian, Xiaolei Huang, Dimitris N. Metaxas, Leon Axel
Tag Separation in Cardiac Tagged MRI. MICCAI (2) (2008)
Zhen Qian, Dimitris N. Metaxas, Leon Axel
Non-tracking-based 2D strain estimation in tagged MRI. ISBI (2008)
Ting Chen, Xiaoxu Wang, Dimitris N. Metaxas, Leon Axel
3D cardiac motion tracking using Robust Point Matching and meshless deformable models. ISBI (2008)
Xiaoxu Wang, Dimitris N. Metaxas, Ting Chen, Leon Axel
Meshless deformable models for LV motion analysis. CVPR (2008)
Xiaoxu Wang, Ting Chen, Shaoting Zhang, Dimitris N. Metaxas, Leon Axel
LV Motion and Strain Computation from tMRI Based on Meshless Deformable Models. MICCAI (1) (2008)
Zhen Qian, Qingshan Liu, Dimitris N. Metaxas, Leon Axel
Identifying Regional Cardiac Abnormalities from Myocardial Strains Using Spatio-temporal Tensor Analysis. MICCAI (1) (2008)
Tian Shen, Yaoyao Zhu, Xiaolei Huang, Junzhou Huang, Dimitris N. Metaxas, Leon Axel
Active Volume Models with Probabilistic Object Boundary Prediction Module. MICCAI (1) (2008)
Ting Chen, Xiaoxu Wang, Dimitris N. Metaxas, Leon Axel
Fast Motion Tracking of Tagged MRI Using Angle-Preserving Meshless Registration. MICCAI (2) (2008)
Ting Chen, James S. Babb, Peter Kellman, Leon Axel, Daniel Kim
Semiautomated Segmentation of Myocardial Contours for Fast Strain Analysis in Cine Displacement-Encoded MRI. IEEE Trans. Medical Imaging 27 (8) (2008)
Junzhou Huang, Xiaolei Huang, Dimitris N. Metaxas, Leon Axel
Adaptive Metamorphs Model for 3D Medical Image Segmentation. MICCAI (1) (2007)
Jinghao Zhou, Sukmoon Chang, Dimitris N. Metaxas, Leon Axel
Vascular Structure Segmentation and Bifurcation Detection. ISBI (2007)
Zhen Qian, Dimitris N. Metaxas, Leon Axel
Learning Methods in Segmentation of Cardiac Tagged MRI. ISBI (2007)
Zhen Qian, Wei-Ning Lee, Elisa E. Konofagou, Dimitris N. Metaxas, Leon Axel
Ultrasound Myocardial Elastography and Registered 3D Tagged MRI: Quantitative Strain Comparison. MICCAI (1) (2007)
Junzhou Huang, Xiaolei Huang, Dimitris N. Metaxas, Leon Axel
Dynamic Texture Based Heart Localization and Segmentation in 4-D Cardiac Images. ISBI (2007)
Ting Chen, Sohae Chung, Leon Axel
2D Motion Analysis of Long Axis Cardiac Tagged MRI. MICCAI (2) (2007)
Leon Axel, Sohae Chung, Ting Chen
Tagged Mri Analysis Using Gabor Filters. ISBI (2007)
Ting Chen, Sohae Chung, Leon Axel
Automated Tag Tracking Using Gabor Filter Bank, Robust Point Matching, and Deformable Models. FIMH (2007)
Zhen Qian, Rui Huang, Dimitris N. Metaxas, Leon Axel
A Novel Tag Removal Technique for Tagged Cardiac Mri and Its Applications. ISBI (2007)
Xiaoxu Wang, Joël Schaerer, Suejung B. Huh, Zhen Qian, Dimitris N. Metaxas, Ting Chen, Leon Axel
Reconstruction of Detailed Left Ventricle Motion from tMRI Using Deformable Models. FIMH (2007)
Zhen Qian, Dimitris N. Metaxas, Leon Axel
Extraction and Tracking of MRI Tagging Sheets Using a 3D Gabor Filter Bank. EMBC (2006)
Ting Chen, Leon Axel
Using Gabor Filter Banks and Temporal-Spatial Constraints to Compute 3D Myocardium Strain. EMBC (2006)
Dimitris N. Metaxas, Leon Axel, Zhen Qian, Xiaolei Huang
A Segmentation and Tracking System for 4D Cardiac Tagged MR Images. EMBC (2006)
Dimitris N. Metaxas, Zhen Qian, Xiaolei Huang, Rui Huang, Ting Chen, Leon Axel
Hybrid Deformable Models for Medical Segmentation and Registration. ICARCV (2006)
Sukmoon Chang, Jinghao Zhou, Dimitris N. Metaxas, Leon Axel
False-positive elimination for computer-aided detection of pulmonary micronodules. Medical Imaging: Image Processing (2006)
Marilyn E. Noz, Gerald Q. Maguire Jr., Michael P. Zeleznik, Lotta Olivecrona, Henrik Olivecrona, Leon Axel, Mondavi B. Srichai, Linda Moy, Antoinette Murphy-Walcott
Clinical Application of a Semiautomatic 3D Fusion Tool Where Automatic Fusion Techniques Are Difficult to Use. WBIR (2006)
Zhen Qian, Dimitris N. Metaxas, Leon Axel
Boosting and Nonparametric Based Tracking of Tagged MRI Cardiac Boundaries. MICCAI (1) (2006)
Jinghao Zhou, Sukmoon Chang, Dimitris N. Metaxas, Leon Axel
Vessel boundary extraction using ridge scan-conversion deformable model. ISBI (2006)
Zhenhua Hu, Dimitris N. Metaxas, Leon Axel
Computational Modeling and Simulation of Heart Ventricular Mechanics from Tagged MRI. FIMH (2005)
Leon Axel, Albert Montillo, Daniel Kim
Tagged magnetic resonance imaging of the heart: a survey. Medical Image Anal. 9 (4) (2005)
Zhen Qian, Dimitris N. Metaxas, Leon Axel
A Learning Framework for the Automatic and Accurate Segmentation of Cardiac Tagged MRI Images. CVBIA (2005)
Leon Axel, Ting Chen, Tushar Manglik
Dense Myocardium Deformation Estimation for 2D Tagged MRI. FIMH (2005)
Kyoungju Park, Albert Montillo, Dimitris N. Metaxas, Leon Axel
Volumetric heart modeling and analysis. Commun. ACM 48 (2) (2005)
Zhenhua Hu, Dimitris N. Metaxas, Leon Axel
Computational modeling and simulation of heart ventricular mechanics with tagged MRI. Symposium on Solid and Physical Modeling (2005)
Tushar Manglik, Alexandru Cernicanu, Vinay S. Pai, Daniel Kim, Ting Chen, Pradnya Dugal, Bharathi Batchu, Leon Axel
Gabor Filter-Based Automated Strain Computation from Tagged MR Images. MICCAI (2) (2004)
Ting Chen, Dimitris N. Metaxas, Leon Axel
3D Cardiac Anatomy Reconstruction Using High Resolution CT Data. MICCAI (1) (2004)
Sukmoon Chang, Hirosh Emoto, Dimitris N. Metaxas, Leon Axel
Pulmonary Micronodule Detection from 3D Chest CT. MICCAI (2) (2004)
Leon Axel
Cardiac MRI. ISBI (2004)
Kyoungju Park, Dimitris N. Metaxas, Leon Axel
A Finite Element Model for Functional Analysis of 4D Cardiac-Tagged MR Images. MICCAI (1) (2003)
Albert Montillo, Dimitris N. Metaxas, Leon Axel
Automated Model-Based Segmentation of the Left and Right Ventricles in Tagged Cardiac MRI. MICCAI (1) (2003)

Leon Axel.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Leon Axel