Leon Axel
Orcid: 0000-0003-0608-4690
According to our database1,
Leon Axel
authored at least 116 papers
between 1983 and 2023.
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Bibliography
2023
SequenceMorph: A Unified Unsupervised Learning Framework for Motion Tracking on Cardiac Image Sequences.
IEEE Trans. Pattern Anal. Mach. Intell., August, 2023
Fill the K-Space and Refine the Image: Prompting for Dynamic and Multi-Contrast MRI Reconstruction.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Regular and CMRxRecon Challenge Papers, 2023
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023
Neural Deformable Models for 3D Bi-Ventricular Heart Shape Reconstruction and Modeling from 2D Sparse Cardiac Magnetic Resonance Imaging.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023
Proceedings of the Functional Imaging and Modeling of the Heart, 2023
2022
Proceedings of the International Conference on Medical Imaging with Deep Learning, 2022
DeepRecon: Joint 2D Cardiac Segmentation and 3D Volume Reconstruction via a Structure-Specific Generative Method.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022
2021
Learned Half-Quadratic Splitting Network for Magnetic Resonance Image Reconstruction.
CoRR, 2021
Refined Deep Layer Aggregation for Multi-Disease, Multi-View & Multi-Center Cardiac MR Segmentation.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Multi-Disease, Multi-View, and Multi-Center Right Ventricular Segmentation in Cardiac MRI Challenge, 2021
An Unsupervised 3D Recurrent Neural Network for Slice Misalignment Correction in Cardiac MR Imaging.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Multi-Disease, Multi-View, and Multi-Center Right Ventricular Segmentation in Cardiac MRI Challenge, 2021
DeepTag: An Unsupervised Deep Learning Method for Motion Tracking on Cardiac Tagging Magnetic Resonance Images.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021
2020
PC-U Net: Learning to Jointly Reconstruct and Segment the Cardiac Walls in 3D from CT Data.
Proceedings of the Statistical Atlases and Computational Models of the Heart. M&Ms and EMIDEC Challenges, 2020
Mri-Based Characterization of Left Ventricle Dyssynchrony with Correlation to Crt Outcomes.
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020
Soft-Label Guided Semi-Supervised Learning for Bi-Ventricle Segmentation in Cardiac Cine MRI.
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020
Proceedings of the Computer Vision - ECCV 2020 Workshops, 2020
2019
Fully Automatic Segmentation Of Short-Axis Cardiac MRI Using Modified Deep Layer Aggregation.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019
Analysis of Three-Chamber View Tagged Cine MRI in Patients with Suspected Hypertrophic Cardiomyopathy.
Proceedings of the Functional Imaging and Modeling of the Heart, 2019
Proceedings of the Functional Imaging and Modeling of the Heart, 2019
2018
3D LV Probabilistic Segmentation in Cardiac MRI Using Generative Adversarial Network.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Atrial Segmentation and LV Quantification Challenges, 2018
Multi-component deformable models coupled with 2D-3D U-Net for automated probabilistic segmentation of cardiac walls and blood.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018
2017
Proceedings of the Information Processing in Medical Imaging, 2017
Proceedings of the Functional Imaging and Modelling of the Heart, 2017
Multi-cycle Reconstruction of Cardiac MRI for the Analysis of Inter-ventricular Septum Motion During Free Breathing.
Proceedings of the Functional Imaging and Modelling of the Heart, 2017
2016
Proceedings of the Medical Imaging 2016: Biomedical Applications in Molecular, Structural, and Functional Imaging, San Diego, California, United States, 27 February, 2016
2015
Proceedings of the Medical Computer Vision: Algorithms for Big Data, 2015
Efficient Preconditioning in Joint Total Variation Regularized Parallel MRI Reconstruction.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015
The rapid imaging renaissance: sparser samples, denser dimensions, and glimmerings of a grand unified tomography.
Proceedings of the Medical Imaging 2015: Biomedical Applications in Molecular, 2015
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015
Assessment of Septal Motion Abnormalities in Left Bundle Branch Block Patients Using Computer Simulations.
Proceedings of the Functional Imaging and Modeling of the Heart, 2015
2014
Medical Image Anal., 2014
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014
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
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013
Proceedings of the Information Processing in Medical Imaging, 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
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012
Combination of compressed sensing and parallel imaging for highly-accelerated dynamic MRI.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012
2011
Identifying Regional Cardiac Abnormalities From Myocardial Strains Using Nontracking-Based Strain Estimation and Spatio-Temporal Tensor Analysis.
IEEE Trans. Medical Imaging, 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
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011
Proceedings of the Functional Imaging and Modeling of the Heart, 2011
Proceedings of the Functional Imaging and Modeling of the Heart, 2011
2010
Automated 3D Motion Tracking Using Gabor Filter Bank, Robust Point Matching, and Deformable Models.
IEEE Trans. Medical Imaging, 2010
On compressed sensing in parallel MRI of cardiac perfusion using temporal wavelet and TV regularization.
Proceedings of the IEEE International Conference on Acoustics, 2010
2009
LV Surface Reconstruction from Sparse TMRI Using Laplacian Surface Deformation and Optimization.
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009
Proceedings of the Functional Imaging and Modeling of the Heart, 2009
2008
Semiautomated Segmentation of Myocardial Contours for Fast Strain Analysis in Cine Displacement-Encoded MRI.
IEEE Trans. Medical Imaging, 2008
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008
Identifying Regional Cardiac Abnormalities from Myocardial Strains Using Spatio-temporal Tensor Analysis.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008
3D cardiac motion tracking using Robust Point Matching and meshless deformable models.
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 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
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2007, 10th International Conference, Brisbane, Australia, October 29, 2007
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2007, 10th International Conference, Brisbane, Australia, October 29, 2007
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007
Proceedings of the Functional Imaging and Modeling of the Heart, 2007
Automated Tag Tracking Using Gabor Filter Bank, Robust Point Matching, and Deformable Models.
Proceedings of the Functional Imaging and Modeling of the Heart, 2007
2006
Clinical Application of a Semiautomatic 3D Fusion Tool Where Automatic Fusion Techniques Are Difficult to Use.
Proceedings of the Biomedical Image Registration, Third International Workshop, 2006
Proceedings of the Medical Imaging 2006: Image Processing, 2006
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2006
Proceedings of the 2006 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2006
Proceedings of the Ninth International Conference on Control, 2006
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006
Using Gabor Filter Banks and Temporal-Spatial Constraints to Compute 3D Myocardium Strain.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006
2005
Computational modeling and simulation of heart ventricular mechanics with tagged MRI.
Proceedings of the Tenth ACM Symposium on Solid and Physical Modeling 2005, 2005
Computational Modeling and Simulation of Heart Ventricular Mechanics from Tagged MRI.
Proceedings of the Functional Imaging and Modeling of the Heart, 2005
Proceedings of the Functional Imaging and Modeling of the Heart, 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
2004
Proceedings of the Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2004, 2004
Proceedings of the Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2004, 2004
Proceedings of the Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2004, 2004
Proceedings of the 2004 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2004
2003
In vivo strain and stress estimation of the heart left and right ventricles from MRI images.
Medical Image Anal., 2003
Proceedings of the Medical Imaging 2003: Image Processing, 2003
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2003
Automated Model-Based Segmentation of the Left and Right Ventricles in Tagged Cardiac MRI.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2003
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2003
Proceedings of the Surgery Simulation and Soft Tissue Modeling, International Symposium, 2003
Proceedings of the Functional Imaging and Modeling of the Heart, 2003
Computer Modeling of Intracoronary Stents Undergoing MRI Scanning: Simulating Electrogenesis.
Proceedings of the 16th IEEE Symposium on Computer-Based Medical Systems (CBMS 2003), 2003
2002
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2002
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2002
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2002
2000
Three-dimensional motion reconstruction and analysis of the right ventricle using tagged MRI.
Medical Image Anal., 2000
1999
IEEE Trans. Medical Imaging, 1999
Int. J. Medical Informatics, 1999
1998
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 1998
Proceedings of the MEDINFO '98, 1998
1996
Deformable models with parameter functions for cardiac motion analysis from tagged MRI data.
IEEE Trans. Medical Imaging, 1996
Analysis of left ventricular wall motion based on volumetric deformable models and MRI-SPAMM.
Medical Image Anal., 1996
1995
Tracking and finite element analysis of stripe deformation in magnetic resonance tagging.
IEEE Trans. Medical Imaging, 1995
IEEE Trans. Medical Imaging, 1995
Volumetric Deformable Models with Parameter Functions: A New Approach to the 3D Motion Analysis of the LV from MRI-SPAMM.
Proceedings of the Procedings of the Fifth International Conference on Computer Vision (ICCV 95), 1995
1994
Proceedings of the Seventh Annual IEEE Symposium on Computer-Based Medical Systems (CBMS'94), 1994
1992
Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 1992
1983
Model Driven Visualization of Coronary Arteries.
Proceedings of the 8th International Joint Conference on Artificial Intelligence. Karlsruhe, 1983