2025
Rate-My-LoRA: Efficient and Adaptive Federated Model Tuning for Cardiac MRI Segmentation.
CoRR, January, 2025
2024
VerSe: Integrating Multiple Queries as Prompts for Versatile Cardiac MRI Segmentation.
CoRR, 2024
Learning Volumetric Neural Deformable Models to Recover 3D Regional Heart Wall Motion from Multi-Planar Tagged MRI.
CoRR, 2024
Continuous Spatio-Temporal Memory Networks for 4D Cardiac Cine MRI Segmentation.
CoRR, 2024
Unsupervised Exemplar-Based Image-to-Image Translation and Cascaded Vision Transformers for Tagged and Untagged Cardiac Cine MRI Registration.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024
Rethinking Deep Unrolled Model for Accelerated MRI Reconstruction.
Proceedings of the Computer Vision - ECCV 2024, 2024
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
DMCVR: Morphology-Guided Diffusion Model for 3D Cardiac Volume Reconstruction.
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
VisHeart: A Visualization and Analysis Tool for Multidimensional Data.
Proceedings of the Functional Imaging and Modeling of the Heart, 2023
2022
Learned Half-Quadratic Splitting Network for MR Image Reconstruction.
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.
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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
Cardiac MR Image Sequence Segmentation with Temporal Motion Encoding.
Proceedings of the Computer Vision - ECCV 2020 Workshops, 2020
2019
The Discrete Fourier Transform for Golden Angle Linogram Sampling.
CoRR, 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
FR-Net: Joint Reconstruction and Segmentation in Compressed Sensing Cardiac MRI.
Proceedings of the Functional Imaging and Modeling of the Heart, 2019
2018
eCurves: A Temporal Shape Encoding.
IEEE Trans. Biomed. Eng., 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
Optimal Topological Cycles and Their Application in Cardiac Trabeculae Restoration.
Proceedings of the Information Processing in Medical Imaging, 2017
3D Motion Modeling and Reconstruction of Left Ventricle Wall in Cardiac MRI.
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
Analysis of cardiac interventricular septum motion in different respiratory states.
Proceedings of the Medical Imaging 2016: Biomedical Applications in Molecular, Structural, and Functional Imaging, San Diego, California, United States, 27 February, 2016
2015
Calibrationless Parallel Dynamic MRI with Joint Temporal Sparsity.
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
Ventricular blood flow analysis using topological methods.
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
Deformable models with sparsity constraints for cardiac motion analysis.
Medical Image Anal., 2014
Medical Image Anal., 2014
Real Time Dynamic MRI with Dynamic Total Variation.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014
Morphological analysis of the papillary muscles and the trabeculae.
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
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
Sparse Deformable Models with Application to Cardiac Motion Analysis.
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
Fast Multi-contrast MRI Reconstruction.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012
Segmentation of myocardium using deformable regions and graph cuts.
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
Left endocardium segmentation using spatio-temporal Metamorphs.
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
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
Construction of Left Ventricle 3D Shape Atlas from Cardiac MRI.
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
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
Medical Image Anal., 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
Atrioventricular Blood Flow Simulation Based on Patient-Specific Data.
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
LV Motion and Strain Computation from tMRI Based on Meshless Deformable Models.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008
Active Volume Models with Probabilistic Object Boundary Prediction Module.
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
Tag Separation in Cardiac Tagged MRI.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008
Fast Motion Tracking of Tagged MRI Using Angle-Preserving Meshless Registration.
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
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
Meshless deformable models for LV motion analysis.
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
Adaptive Metamorphs Model for 3D Medical Image Segmentation.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2007, 10th International Conference, Brisbane, Australia, October 29, 2007
2D Motion Analysis of Long Axis Cardiac Tagged MRI.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2007, 10th International Conference, Brisbane, Australia, October 29, 2007
Vascular Structure Segmentation and Bifurcation Detection.
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 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
Dynamic Texture Based Heart Localization and Segmentation in 4-D Cardiac Images.
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007
Tagged Mri Analysis Using Gabor Filters.
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
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
False-positive elimination for computer-aided detection of pulmonary micronodules.
Proceedings of the Medical Imaging 2006: Image Processing, 2006
Boosting and Nonparametric Based Tracking of Tagged MRI Cardiac Boundaries.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2006
Vessel boundary extraction using ridge scan-conversion deformable model.
Proceedings of the 2006 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 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
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
Tagged magnetic resonance imaging of the heart: a survey.
Medical Image Anal., 2005
Volumetric heart modeling and analysis.
Commun. ACM, 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
Dense Myocardium Deformation Estimation for 2D Tagged MRI.
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
Gabor Filter-Based Automated Strain Computation from Tagged MR Images.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2004, 2004
3D Cardiac Anatomy Reconstruction Using High Resolution CT Data.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2004, 2004
Pulmonary Micronodule Detection from 3D Chest CT.
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
Interaction between noise suppression and inhomogeneity correction in MRI.
Proceedings of the Medical Imaging 2003: Image Processing, 2003
A Finite Element Model for Functional Analysis of 4D Cardiac-Tagged MR Images.
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
Scan-Conversion Algorithm for Ridge Point Detection on Tubular Objects.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2003
Left Ventricle Composite Material Model for Stress-Strain Analysis.
Proceedings of the Surgery Simulation and Soft Tissue Modeling, International Symposium, 2003
Tagged MRI-Based Studies of Cardiac Function.
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
LV-RV Shape Modeling Based on a Blended Parameterized Model.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2002
Automated Segmentation of the Left and Right Ventricles in 4D Cardiac SPAMM Images.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2002
In-vivo Strain and Stress Estimation of the Left Ventricle from MRI Images.
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
Using tagged MRI to reconstruct a 3D heartbeat.
Comput. Sci. Eng., 2000
1999
Validation of an Optical Flow Method for Tag Displacement Estimation.
IEEE Trans. Medical Imaging, 1999
Cascaded MRI-SPAMM for LV motion analysis during a whole cardiac cycle.
Int. J. Medical Informatics, 1999
1998
Motion Analysis of the Right Ventricle From MRI Images.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 1998
Complete Left Ventricular Wall Motion Estimation from Cascaded MRI-SPAMM Data.
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
Semi-automatic tracking of myocardial motion in MR tagged images.
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
Model-based analysis of cardiac motion from tagged MRI data.
Proceedings of the Seventh Annual IEEE Symposium on Computer-Based Medical Systems (CBMS'94), 1994
1992
Non-rigid heart wall motion using MR tagging.
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