Vicente Grau

According to our database1, Vicente Grau authored at least 123 papers between 1996 and 2024.

Collaborative distances:

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

Online presence:

On csauthors.net:

Bibliography

2024
Segment anything model for medical images?
Medical Image Anal., February, 2024

2023
Multi-class point cloud completion networks for 3D cardiac anatomy reconstruction from cine magnetic resonance images.
Medical Image Anal., December, 2023

Multi-modality cardiac image computing: A survey.
Medical Image Anal., August, 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

Generating Virtual Populations of 3D Cardiac Anatomies with Snowflake-Net.
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

Deep Learning-Based Emulation of Human Cardiac Activation Sequences.
Proceedings of the Functional Imaging and Modeling of the Heart, 2023

Influence of Myocardial Infarction on QRS Properties: A Simulation Study.
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
Multi-Modality Cardiac Image Computing: A Survey.
CoRR, 2022

Deep Computational Model for the Inference of Ventricular Activation Properties.
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

Post-Infarction Risk Prediction with Mesh Classification Networks.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Regular and CMRxMotion Challenge Papers, 2022

Mesh U-Nets for 3D Cardiac Deformation Modeling.
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

Predicting 3D Cardiac Deformations with Point Cloud 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

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

Optimised Misalignment Correction from Cine MR Slices Using Statistical Shape Model.
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

Inference of Ventricular Activation Properties from Twelve-lead Electrocardiogram.
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

Patch-based lung ventilation estimation using multi-layer supervoxels.
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

Ventricle Surface Reconstruction from Cardiac MR Slices Using Deep Learning.
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

Surface Mesh Reconstruction from Cardiac MRI Contours.
J. Imaging, 2018

Regional lung ventilation estimation based on supervoxel tracking.
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

ISACHI: Integrated Segmentation and Alignment Correction for Heart Images.
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

Super Resolution of Cardiac Cine MRI Sequences Using Deep Learning.
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

Cardiac Mesh Reconstruction from Sparse, Heterogeneous Contours.
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

Learning-Based Multi-atlas Segmentation of the Lungs and Lobes in Proton MR Images.
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

Anomalous Diffusion in Cardiac Tissue as an Index of Myocardial Microstructure.
IEEE Trans. Medical Imaging, 2016

Correction of Slice Misalignment in Multi-breath-hold Cardiac MRI Scans.
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

Non-local Graph-Based Regularization for Deformable Image Registration.
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

Left-Ventricle Basal Region Constrained Parametric Mapping to Unitary Domain.
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
Review of automatic pulmonary lobe segmentation methods from CT.
Comput. Medical Imaging Graph., 2015

Myocardial Infarction Detection from Left Ventricular Shapes Using a Random Forest.
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

Sensitivity Analysis of Diffusion Tensor MRI in Simulated Rat Myocardium.
Proceedings of the Functional Imaging and Modeling of the Heart, 2015

2014
A Local Phase-Based Algorithm for Registration of CMR Scans from Multiple Visits.
Proceedings of the Computing in Cardiology, CinC 2014, 2014

2013
Model-Based Vasculature Extraction From Optical Fluorescence Cryomicrotome Images.
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
Contrast-Independent Curvilinear Structure Detection in Biomedical Images.
IEEE Trans. Image Process., 2012

A bioimage informatics approach to automatically extract complex fungal networks.
Bioinform., 2012

Contrast independent detection of branching points in network-like structures.
Proceedings of the Medical Imaging 2012: Image Processing, 2012

Local phase approaches to extract biomedical networks.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

Coherence enhancing diffusion filtering based on the Phase Congruency Tensor.
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

Resolving the Three-Dimensional Histology of the Heart.
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

On the Usage of GPUs for Efficient Motion Estimation in Medical Image Sequences.
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

Parallel Simulation for Parameter Estimation of Optical Tissue Properties.
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

Multiview RT3D Echocardiography Image Fusion.
Proceedings of the Functional Imaging and Modeling of the Heart, 2009

The Role of Blood Vessels in Rabbit Propagation Dynamics and Cardiac Arrhythmias.
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
Registration of Multiview Real-Time 3-D Echocardiographic Sequences.
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

Motion-guided anisotropic filtering of ultrasound sequences.
Proceedings of the 2006 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2006

2005
Adaptive Multiscale Ultrasound Compounding Using Phase Information.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2005

2004
Improved watershed transform for medical image segmentation using prior information.
IEEE Trans. Medical Imaging, 2004

Hierarchical image segmentation using a correspondence with a tree model.
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
GeRTiSS: A Generic Multi-model Surgery Simulator.
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
Automatic Localization of Cephalometric Landmarks.
J. Biomed. Informatics, 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

Multiresolution segmentation of medical images using shape-restricted snakes.
Proceedings of the Medical Imaging 1999: Image Processing, 1999

Three-dimensional segmentation of bone structures in CT images.
Proceedings of the Medical Imaging 1999: Image Processing, 1999

1998
An advanced system for the simulation and planning of orthodontic treatment.
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

An Advanced System for the Simulation and Planning of Orthodontic Treatments.
Proceedings of the Visualization in Biomedical Computing, 4th International Conference, 1996


  Loading...