Vicente Grau
According to our database1,
Vicente Grau
authored at least 123 papers
between 1996 and 2024.
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Bibliography
2024
2023
Multi-class point cloud completion networks for 3D cardiac anatomy reconstruction from cine magnetic resonance images.
Medical Image Anal., December, 2023
Deep Learning Segmentation of the Right Ventricle in Cardiac MRI: The M&Ms Challenge.
IEEE J. Biomed. Health Informatics, July, 2023
Anatomical basis of sex differences in human post-myocardial infarction ECG phenotypes identified by novel automated torso-cardiac 3D reconstruction.
CoRR, 2023
Modeling 3D cardiac contraction and relaxation with point cloud deformation networks.
CoRR, 2023
3D Shape-Based Myocardial Infarction Prediction Using Point Cloud Classification Networks.
CoRR, 2023
Towards Enabling Cardiac Digital Twins of Myocardial Infarction Using Deep Computational Models for Inverse Inference.
CoRR, 2023
Proceedings of the Statistical Atlases and Computational Models of the Heart. Regular and CMRxRecon Challenge Papers, 2023
Automated Coronary Vessels Segmentation in X-ray Angiography Using Graph Attention Network.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Regular and CMRxRecon Challenge Papers, 2023
Multi-objective Point Cloud Autoencoders for Explainable Myocardial Infarction Prediction.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023
Proceedings of the Functional Imaging and Modeling of the Heart, 2023
Proceedings of the Functional Imaging and Modeling of the Heart, 2023
3D Shape-Based Myocardial Infarction Prediction Using Point Cloud Classification Networks.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023
2022
Proceedings of the Statistical Atlases and Computational Models of the Heart. Regular and CMRxMotion Challenge Papers, 2022
Point2Mesh-Net: Combining Point Cloud and Mesh-Based Deep Learning for Cardiac Shape Reconstruction.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Regular and CMRxMotion Challenge Papers, 2022
Proceedings of the Statistical Atlases and Computational Models of the Heart. Regular and CMRxMotion Challenge Papers, 2022
Proceedings of the Statistical Atlases and Computational Models of the Heart. Regular and CMRxMotion Challenge Papers, 2022
Generation of 12-Lead Electrocardiogram with Subject-Specific, Image-Derived Characteristics Using a Conditional Variational Autoencoder.
Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022
Semi-Supervised Coronary Vessels Segmentation from Invasive Coronary Angiography with Connectivity-Preserving Loss Function.
Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022
Combined Generation of Electrocardiogram and Cardiac Anatomy Models Using Multi-Modal Variational Autoencoders.
Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022
Reconstructing 3D Cardiac Anatomies from Misaligned Multi-View Magnetic Resonance Images with Mesh Deformation U-Nets.
Proceedings of the Geometric Deep Learning in Medical Image Analysis, 2022
Automated Torso Contour Extraction from Clinical Cardiac MR Slices for 3D Torso Reconstruction.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022
Automated 3D Whole-Heart Mesh Reconstruction From 2D Cine MR Slices Using Statistical Shape Model.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022
Inference of Number and Location of Purkinje Root Nodes and Ventricular Conduction Properties from Clinical 12-Lead ECGs for Cardiac Digital Twinning.
Proceedings of the Computing in Cardiology, 2022
2021
Left Ventricle Quantification Challenge: A Comprehensive Comparison and Evaluation of Segmentation and Regression for Mid-Ventricular Short-Axis Cardiac MR Data.
IEEE J. Biomed. Health Informatics, 2021
Inference of ventricular activation properties from non-invasive electrocardiography.
Medical Image Anal., 2021
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
Generating Subpopulation-Specific Biventricular Anatomy Models Using Conditional Point Cloud Variational Autoencoders.
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
A Multi-view Crossover Attention U-Net Cascade with Fourier Domain Adaptation for Multi-domain Cardiac MRI 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
Proceedings of the Medical Image Understanding and Analysis - 25th Annual Conference, 2021
Biventricular Surface Reconstruction From Cine Mri Contours Using Point Completion Networks.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021
Proceedings of the Computing in Cardiology, CinC 2021, Brno, 2021
2020
Point-Cloud Method for Automated 3D Coronary Tree Reconstruction From Multiple Non-Simultaneous Angiographic Projections.
IEEE Trans. Medical Imaging, 2020
A Deep learning Approach to Generate Contrast-Enhanced Computerised Tomography Angiography without the Use of Intravenous Contrast Agents.
CoRR, 2020
A Deep Learning Approach to Automate High-Resolution Blood Vessel Reconstruction on Computerized Tomography Images With or Without the Use of Contrast Agent.
CoRR, 2020
A 2-Step Deep Learning Method with Domain Adaptation for Multi-Centre, Multi-Vendor and Multi-Disease Cardiac Magnetic Resonance Segmentation.
Proceedings of the Statistical Atlases and Computational Models of the Heart. M&Ms and EMIDEC Challenges, 2020
2019
Segmentation of Vasculature From Fluorescently Labeled Endothelial Cells in Multi-Photon Microscopy Images.
IEEE Trans. Medical Imaging, 2019
Efficient 3D Fully Convolutional Networks for Pulmonary Lobe Segmentation in CT Images.
CoRR, 2019
Comput. Medical Imaging Graph., 2019
Optimized Rigid Motion Correction from Multiple Non-simultaneous X-Ray Angiographic Projections.
Proceedings of the Pattern Recognition and Machine Intelligence, 2019
Conditional Generative Adversarial Networks for the Prediction of Cardiac Contraction from Individual Frames.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Multi-Sequence CMR Segmentation, CRT-EPiggy and LV Full Quantification Challenges, 2019
Left Ventricle Quantification with Cardiac MRI: Deep Learning Meets Statistical Models of Deformation.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Multi-Sequence CMR Segmentation, CRT-EPiggy and LV Full Quantification Challenges, 2019
Proceedings of the Functional Imaging and Modeling of the Heart, 2019
SMOD - Data Augmentation Based on Statistical Models of Deformation to Enhance Segmentation in 2D Cine Cardiac MRI.
Proceedings of the Functional Imaging and Modeling of the Heart, 2019
2018
Statistical Shape Modeling of the Left Ventricle: Myocardial Infarct Classification Challenge.
IEEE J. Biomed. Health Informatics, 2018
Proceedings of the Medical Imaging 2018: Image-Guided Procedures, 2018
Generation of Amyloid PET Images via Conditional Adversarial Training for Predicting Progression to Alzheimer's Disease.
Proceedings of the PRedictive Intelligence in MEdicine - First International Workshop, 2018
Calculation of Anatomical and Functional Metrics Using Deep Learning in Cardiac MRI: Comparison Between Direct and Segmentation-Based Estimation.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Atrial Segmentation and LV Quantification Challenges, 2018
Proceedings of the Statistical Atlases and Computational Models of the Heart. Atrial Segmentation and LV Quantification Challenges, 2018
XeMRI to CT Lung Image Registration Enhanced with Personalized 4DCT-Derived Motion Model.
Proceedings of the Image Analysis for Moving Organ, Breast, and Thoracic Images, 2018
Proceedings of the Image Analysis for Moving Organ, Breast, and Thoracic Images, 2018
Automated Motion Correction and 3D Vessel Centerlines Reconstruction from Non-simultaneous Angiographic Projections.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Atrial Segmentation and LV Quantification Challenges, 2018
2017
Monte Carlo Simulations of Diffusion Weighted MRI in Myocardium: Validation and Sensitivity Analysis.
IEEE Trans. Medical Imaging, 2017
Transformation diffusion reconstruction of three-dimensional histology volumes from two-dimensional image stacks.
Medical Image Anal., 2017
Supervoxels for graph cuts-based deformable image registration using guided image filtering.
J. Electronic Imaging, 2017
Extracting 3D Vascular Structures from Microscopy Images using Convolutional Recurrent Networks.
CoRR, 2017
A combined image-modelling approach assessing the impact of hyperinflation due to emphysema on regional ventilation-perfusion matching.
Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2017
Proceedings of the Medical Image Understanding and Analysis - 21st Annual Conference, 2017
Automated LGE Myocardial Scar Segmentation Using MaskSLIC Supervoxels - Replicating the Clinical Method.
Proceedings of the Medical Image Understanding and Analysis - 21st Annual Conference, 2017
MRI-Based Heart and Torso Personalization for Computer Modeling and Simulation of Cardiac Electrophysiology.
Proceedings of the Imaging for Patient-Customized Simulations and Systems for Point-of-Care Ultrasound, 2017
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017
Reconstruction of 3D Cardiac MR Images from 2D Slices Using Directional Total Variation.
Proceedings of the Molecular Imaging, Reconstruction and Analysis of Moving Body Organs, and Stroke Imaging and Treatment, 2017
2016
Development of Real-Time Magnetic Resonance Imaging of Mouse Hearts at 9.4 Tesla - Simulations and First Application.
IEEE Trans. Medical Imaging, 2016
IEEE Trans. Medical Imaging, 2016
Proceedings of the Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges, 2016
Myocardial Scar Quantification Using SLIC Supervoxels - Parcellation Based on Tissue Characteristic Strains.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges, 2016
Proceedings of the Medical Computer Vision and Bayesian and Graphical Models for Biomedical Imaging, 2016
Orientation-Sensitive Overlap Measures for the Validation of Medical Image Segmentations.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016
Proceedings of the Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges, 2016
Graph Cuts-Based Registration Revisited: A Novel Approach for Lung Image Registration Using Supervoxels and Image-Guided Filtering.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2016
2015
Comput. Medical Imaging Graph., 2015
Proceedings of the Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges, 2015
Fuzzy Segmentation of the Left Ventricle in Cardiac MRI Using Physiological Constraints.
Proceedings of the Functional Imaging and Modeling of the Heart, 2015
Proceedings of the Functional Imaging and Modeling of the Heart, 2015
2014
Proceedings of the Computing in Cardiology, CinC 2014, 2014
2013
IEEE Trans. Medical Imaging, 2013
Multiview diffeomorphic registration: Application to motion and strain estimation from 3D echocardiography.
Medical Image Anal., 2013
Bacterial cell identification in differential interference contrast microscopy images.
BMC Bioinform., 2013
Effect of Fibre Orientation Optimisation in an Electromechanical Model of Left Ventricular Contraction in Rat.
Proceedings of the Functional Imaging and Modeling of the Heart, 2013
2012
IEEE Trans. Image Process., 2012
Bioinform., 2012
Proceedings of the Medical Imaging 2012: Image Processing, 2012
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
Pulmonary lobe segmentation from CT images using fissureness, airways, vessels and multilevel B-splines.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012
Proceedings of the Computational Methods in Systems Biology, 2012
2011
The evaluation of single-view and multi-view fusion 3D echocardiography using image-driven segmentation and tracking.
Medical Image Anal., 2011
Int. J. Biomed. Imaging, 2011
Regionally Optimised Mathematical Models of Cardiac Myocyte Orientation in Rat Hearts.
Proceedings of the Functional Imaging and Modeling of the Heart, 2011
2010
Towards High-Resolution Cardiac Atlases: Ventricular Anatomy Descriptors for a Standardized Reference Frame.
Proceedings of the Statistical Atlases and Computational Models of the Heart, 2010
Proceedings of the Euro-Par 2010 - Parallel Processing, 16th International Euro-Par Conference, Ischia, Italy, August 31, 2010
2009
Automatically Generated, Anatomically Accurate Meshes for Cardiac Electrophysiology Problems.
IEEE Trans. Biomed. Eng., 2009
Image-Driven Cardiac Left Ventricle Segmentation for the Evaluation of Multiview Fused Real-Time 3-Dimensional Echocardiography Images.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009
Local-Phase Based 3D Boundary Detection Using Monogenic Signal and its Application to Real-Time 3-D Echocardiography Images.
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
Proceedings of the Functional Imaging and Modeling of the Heart, 2009
Comparison of Rule-Based and DTMRI-Derived Fibre Architecture in a Whole Rat Ventricular Computational Model.
Proceedings of the Functional Imaging and Modeling of the Heart, 2009
2008
Combining apical and parasternal views to improve motion estimation in real-time 3D echocardiographic sequences.
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008
High Performance Computer Simulations of Cardiac Electrical Function Based on High Resolution MRI Datasets.
Proceedings of the Computational Science, 2008
2007
IEEE Trans. Medical Imaging, 2007
An Iterative Method for Registration of High-Resolution Cardiac Histoanatomical and Mri Images.
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007
2006
Segmentation of trabeculated structures using an anisotropic Markov random field: application to the study of the optic nerve head in glaucoma.
IEEE Trans. Medical Imaging, 2006
Phase-Based Registration of Multi-view Real-Time Three-Dimensional Echocardiographic Sequences.
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
2005
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2005
2004
IEEE Trans. Medical Imaging, 2004
Pattern Recognit., 2004
Segmentation of Connective Tissue in the Optic Nerve Head Using an Anisotropic Markov Random Field.
Proceedings of the 2004 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2004
2003
Proceedings of the Surgery Simulation and Soft Tissue Modeling, International Symposium, 2003
Matching system of the Schaltenbrand's brain atlas.
Proceedings of the CARS 2003. Computer Assisted Radiology and Surgery. Proceedings of the 17th International Congress and Exhibition, 2003
2001
Digital microscope with augmented reality for neurosurgery.
Proceedings of the CARS 2001. Computer Assisted Radiology and Surgery. Proceedings of the 15th International Congress and Exhibition, 2001
3D surgery trainer with force feedback in minimally invasive surgery.
Proceedings of the CARS 2001. Computer Assisted Radiology and Surgery. Proceedings of the 15th International Congress and Exhibition, 2001
1999
Outlining of the prostate using snakes with shape restrictions based on the wavelet transform.
Pattern Recognit., 1999
Proceedings of the Medical Imaging 1999: Image Processing, 1999
Proceedings of the Medical Imaging 1999: Image Processing, 1999
1998
Medical Image Anal., 1998
1997
Advanced system for 3D dental anatomy reconstruction and 3D tooth movement simulation during orthodontic treatment.
Proceedings of the Medical Imaging 1997: Image Display, 1997
1996
An Artificial Intelligence Approach for Automatic Interpretation of Maxillofacial CT Images.
Proceedings of the Visualization in Biomedical Computing, 4th International Conference, 1996
Proceedings of the Visualization in Biomedical Computing, 4th International Conference, 1996