An Advanced System for the Simulation and Planning of Orthodontic Treatments. - Mariano Alcañiz Raya; Francisco Chinesta; Carlos Monserrat; Vicente Grau; Antonio Ramón (VBC, 1996)

An Artificial Intelligence Approach for Automatic Interpretation of Maxillofacial CT Images. - Mariano Alcañiz Raya; Vicente Grau; Christian Knoll 001; M. Carmen Juan Lizandra; Carlos Monserrat; Salvador Albalat (VBC, 1996)

Advanced system for 3D dental anatomy reconstruction and 3D tooth movement simulation during orthodontic treatment. - Carlos Monserrat; Mariano Luis Alcañiz Raya; M. Carmen Juan; Vicente Grau Colomer; Salvador Estela Albalat (Image Processing, 1997)

An advanced system for the simulation and planning of orthodontic treatment. - Mariano Alcañiz Raya; Carlos Monserrat; Vicente Grau; Francisco Chinesta; Antonio Ramón; Salvador Albalat (Medical Image Anal., 1998)

Three-dimensional segmentation of bone structures in CT images. - Guenther Boehm; Christian Juan Knoll; Vicente Grau Colomer; Mariano Luis Alcañiz Raya; Salvador Estela Albalat (Image Processing, 1999)

Multiresolution segmentation of medical images using shape-restricted snakes. - Christian Juan Knoll; Mariano Luis Alcañiz Raya; Carlos Monserrat; Vicente Grau Colomer; M. Carmen Juan (Image Processing, 1999)

Outlining of the prostate using snakes with shape restrictions based on the wavelet transform. - Christian Knoll 001; Mariano Alcañiz Raya; Vicente Grau; Carlos Monserrat; M. Carmen Juan Lizandra (Pattern Recognit., 1999)

3D surgery trainer with force feedback in minimally invasive surgery. - Ullrich Meier; Francisco Javier García; Nils-Christian Parr; Carlos Monserrat; José Antonio Gil 001; Vicente Grau; M. Carmen Juan Lizandra; Mariano Alcañiz Raya (CARS, 2001)

Digital microscope with augmented reality for neurosurgery. - H. Varvaro; M. Carmen Juan Lizandra; Mariano Alcañiz Raya; Carlos Monserrat; Vicente Grau; José Antonio Gil 001 (CARS, 2001)

Automatic Localization of Cephalometric Landmarks. - Vicente Grau; Mariano Alcañiz Raya; M. Carmen Juan Lizandra; Carlos Monserrat; Christian Knoll 001 (J. Biomed. Informatics, 2001)

Matching system of the Schaltenbrand's brain atlas. - Iván Lausuch Sales; M. Carmen Juan Lizandra; Mariano Alcañiz Raya; Carlos Monserrat Aranda; Vicente Grau Colomer (CARS, 2003)

GeRTiSS: A Generic Multi-model Surgery Simulator. - Carlos Monserrat; Oscar López; Ullrich Meier; Mariano Alcañiz Raya; M. Carmen Juan Lizandra; Vicente Grau (IS4TH, 2003)

Segmentation of Connective Tissue in the Optic Nerve Head Using an Anisotropic Markov Random Field. - Vicente Grau; J. Crawford Downs; Claude Burgoyne (ISBI, 2004)

Hierarchical image segmentation using a correspondence with a tree model. - Vicente Grau; Mariano Alcañiz Raya; Carlos Monserrat; M. Carmen Juan Lizandra; Luis Martí-Bonmatí (Pattern Recognit., 2004)

Improved watershed transform for medical image segmentation using prior information. - Vicente Grau; Andrea J. U. Mewes; Mariano Alcañiz Raya; Ron Kikinis; Simon K. Warfield (IEEE Trans. Medical Imaging, 2004)

Adaptive Multiscale Ultrasound Compounding Using Phase Information. - Vicente Grau; J. Alison Noble (MICCAI, 2005)

Motion-guided anisotropic filtering of ultrasound sequences. - Vicente Grau; J. Alison Noble (ISBI, 2006)

Phase-Based Registration of Multi-view Real-Time Three-Dimensional Echocardiographic Sequences. - Vicente Grau; Harald Becher; J. Alison Noble (MICCAI (1), 2006)

Segmentation of trabeculated structures using an anisotropic Markov random field: application to the study of the optic nerve head in glaucoma. - Vicente Grau; J. Crawford Downs; Claude Burgoyne (IEEE Trans. Medical Imaging, 2006)

An Iterative Method for Registration of High-Resolution Cardiac Histoanatomical and Mri Images. - Tahier Mansoori; Gernot Plank; Rebecca Burton; Jürgen E. Schneider; Peter Kohl; David Gavaghan; Vicente Grau (ISBI, 2007)

Registration of Multiview Real-Time 3-D Echocardiographic Sequences. - Vicente Grau; Harald Becher; J. Alison Noble (IEEE Trans. Medical Imaging, 2007)

High Performance Computer Simulations of Cardiac Electrical Function Based on High Resolution MRI Datasets. - Michal Plotkowiak; Blanca Rodríguez; Gernot Plank; Jürgen E. Schneider; David Gavaghan; Peter Kohl; Vicente Grau (ICCS (1), 2008)

Combining apical and parasternal views to improve motion estimation in real-time 3D echocardiographic sequences. - Vicente Grau; Cezary Szmigielski; Harald Becher; J. Alison Noble (ISBI, 2008)

Comparison of Rule-Based and DTMRI-Derived Fibre Architecture in a Whole Rat Ventricular Computational Model. - Martin J. Bishop 001; Patrick Hales; Gernot Plank; David Gavaghan; Jürgen E. Schneider; Vicente Grau (FIMH, 2009)

The Role of Blood Vessels in Rabbit Propagation Dynamics and Cardiac Arrhythmias. - Matthew Gibb; Martin J. Bishop 001; Rebecca Burton; Peter Kohl; Vicente Grau; Gernot Plank; Blanca Rodríguez (FIMH, 2009)

Multiview RT3D Echocardiography Image Fusion. - Kashif Rajpoot; J. Alison Noble; Vicente Grau; Cezary Szmigielski; Harald Becher (FIMH, 2009)

Local-Phase Based 3D Boundary Detection Using Monogenic Signal and its Application to Real-Time 3-D Echocardiography Images. - Kashif Rajpoot; Vicente Grau; J. Alison Noble (ISBI, 2009)

Image-Driven Cardiac Left Ventricle Segmentation for the Evaluation of Multiview Fused Real-Time 3-Dimensional Echocardiography Images. - Kashif Rajpoot; J. Alison Noble; Vicente Grau; Cezary Szmigielski; Harald Becher (MICCAI (1), 2009)

Automatically Generated, Anatomically Accurate Meshes for Cardiac Electrophysiology Problems. - Anton J. Prassl; Ferdinand Kickinger; Helmut Ahammer; Vicente Grau; Jürgen E. Schneider; Ernst Hofer; Edward J. Vigmond; Natalia A. Trayanova; Gernot Plank (IEEE Trans. Biomed. Eng., 2009)

Parallel Simulation for Parameter Estimation of Optical Tissue Properties. - Mihai C. Duta; Jeyarajan Thiyagalingam; Anne E. Trefethen; Ayush Goyal; Vicente Grau; Nic Smith (Euro-Par (2), 2010)

Towards High-Resolution Cardiac Atlases: Ventricular Anatomy Descriptors for a Standardized Reference Frame. - Ramón Casero; Rebecca Burton; T. Alexander Quinn; Christian Bollensdorff; Patrick Hales; Jürgen E. Schneider; Peter Kohl; Vicente Grau (STACOM/CESC, 2010)

Regionally Optimised Mathematical Models of Cardiac Myocyte Orientation in Rat Hearts. - Ilyas E. Karadag; Martin J. Bishop 001; Patrick Hales; Jürgen E. Schneider; Peter Kohl; David Gavaghan; Vicente Grau (FIMH, 2011)

On the Usage of GPUs for Efficient Motion Estimation in Medical Image Sequences. - Jeyarajan Thiyagalingam; Daniel Goodman 001; Julia A. Schnabel; Anne E. Trefethen; Vicente Grau (Int. J. Biomed. Imaging, 2011)

The evaluation of single-view and multi-view fusion 3D echocardiography using image-driven segmentation and tracking. - Kashif Rajpoot; Vicente Grau; J. Alison Noble; Harald Becher; Cezary Szmigielski (Medical Image Anal., 2011)

Resolving the Three-Dimensional Histology of the Heart. - Matthew Gibb; Rebecca Burton; Christian Bollensdorff; Carlos Afonso; Tahier Mansoori; Ulrich Schotten; David Gavaghan; Blanca Rodríguez; Jürgen E. Schneider; Peter Kohl; Vicente Grau (CMSB, 2012)

Pulmonary lobe segmentation from CT images using fissureness, airways, vessels and multilevel B-splines. - Tom Doel; Tahreema N. Matin; Fergus Gleeson; David Gavaghan; Vicente Grau (ISBI, 2012)

Coherence enhancing diffusion filtering based on the Phase Congruency Tensor. - Boguslaw Obara; Mark D. Fricker; Vicente Grau (ISBI, 2012)

Local phase approaches to extract biomedical networks. - Boguslaw Obara; Mark D. Fricker; Vicente Grau (ISBI, 2012)

Contrast independent detection of branching points in network-like structures. - Boguslaw Obara; Mark D. Fricker; Vicente Grau (Image Processing, 2012)

A bioimage informatics approach to automatically extract complex fungal networks. - Boguslaw Obara; Vicente Grau; Mark D. Fricker (Bioinform., 2012)

Contrast-Independent Curvilinear Structure Detection in Biomedical Images. - Boguslaw Obara; Mark D. Fricker; David Gavaghan; Vicente Grau (IEEE Trans. Image Process., 2012)

Effect of Fibre Orientation Optimisation in an Electromechanical Model of Left Ventricular Contraction in Rat. - Valentina Carapella; Rafel Bordas; Pras Pathmanathan; Jürgen E. Schneider; Peter Kohl; Kevin Burrage; Vicente Grau (FIMH, 2013)

Bacterial cell identification in differential interference contrast microscopy images. - Boguslaw Obara; Mark A. J. Roberts; Judith P. Armitage; Vicente Grau (BMC Bioinform., 2013)

Multiview diffeomorphic registration: Application to motion and strain estimation from 3D echocardiography. - Gemma Piella; Mathieu De Craene; Constantine Butakoff; Vicente Grau; Cheng Yao; Shahrum Nedjati-Gilani; Graeme P. Penney; Alejandro F. Frangi (Medical Image Anal., 2013)

Model-Based Vasculature Extraction From Optical Fluorescence Cryomicrotome Images. - Ayush Goyal; Jack Lee; Pablo Lamata; Jeroen P. H. M. van den Wijngaard; Pepijn van Horssen; Jos A. E. Spaan; Maria Siebes; Vicente Grau; Nic Smith (IEEE Trans. Medical Imaging, 2013)

A Local Phase-Based Algorithm for Registration of CMR Scans from Multiple Visits. - Christopher Kelly; Stefan Neubauer; Robin Choudhury; Erica Dall' Armellina; Vicente Grau (CinC, 2014)

Sensitivity Analysis of Diffusion Tensor MRI in Simulated Rat Myocardium. - Joanne Bates; Irvin Teh; Peter Kohl; Jürgen E. Schneider; Vicente Grau (FIMH, 2015)

Fuzzy Segmentation of the Left Ventricle in Cardiac MRI Using Physiological Constraints. - Tasos Papastylianou; Christopher Kelly; Benjamin Villard; Erica Dall' Armellina; Vicente Grau (FIMH, 2015)

Myocardial Infarction Detection from Left Ventricular Shapes Using a Random Forest. - Jack Allen; Ernesto Zacur; Erica Dall' Armellina; Pablo Lamata; Vicente Grau (STACOM@MICCAI, 2015)

Review of automatic pulmonary lobe segmentation methods from CT. - Tom Doel; David J. Gavaghan; Vicente Grau (Comput. Medical Imaging Graph., 2015)

Graph Cuts-Based Registration Revisited: A Novel Approach for Lung Image Registration Using Supervoxels and Image-Guided Filtering. - Adam Szmul; Bartlomiej W. Papiez; Russell Bates; Andre Hallack; Julia A. Schnabel; Vicente Grau (CVPR Workshops, 2016)

Left-Ventricle Basal Region Constrained Parametric Mapping to Unitary Domain. - Antoni Gurguí; Debora Gil; Vicente Grau; Enric Martí (STACOM@MICCAI, 2016)

Orientation-Sensitive Overlap Measures for the Validation of Medical Image Segmentations. - Tasos Papastylianou; Erica Dall' Armellina; Vicente Grau (MICCAI (2), 2016)

Non-local Graph-Based Regularization for Deformable Image Registration. - Bartlomiej W. Papiez; Adam Szmul; Vicente Grau; J. Michael Brady; Julia A. Schnabel (MCV/BAMBI@MICCAI, 2016)

Myocardial Scar Quantification Using SLIC Supervoxels - Parcellation Based on Tissue Characteristic Strains. - Iulia A. Popescu; Benjamin Irving; Alessandra Borlotti; Erica Dall' Armellina; Vicente Grau (STACOM@MICCAI, 2016)

Correction of Slice Misalignment in Multi-breath-hold Cardiac MRI Scans. - Benjamin Villard; Ernesto Zacur; Erica Dall' Armellina; Vicente Grau (STACOM@MICCAI, 2016)

Anomalous Diffusion in Cardiac Tissue as an Index of Myocardial Microstructure. - Alfonso Bueno-Orovio; Irvin Teh; Jürgen E. Schneider; Kevin Burrage; Vicente Grau (IEEE Trans. Medical Imaging, 2016)

Development of Real-Time Magnetic Resonance Imaging of Mouse Hearts at 9.4 Tesla - Simulations and First Application. - Tobias Wech; Nicole Seiberlich; Andreas Schindele; Vicente Grau; Leonie Diffley; Michael L. Gyngell; Alfio Borzì; Herbert Köstler; Jürgen E. Schneider (IEEE Trans. Medical Imaging, 2016)

Reconstruction of 3D Cardiac MR Images from 2D Slices Using Directional Total Variation. - Nicolas Basty; Darryl McClymont; Irvin Teh; Jürgen E. Schneider; Vicente Grau (CMMI/RAMBO/SWITCH@MICCAI, 2017)

Learning-Based Multi-atlas Segmentation of the Lungs and Lobes in Proton MR Images. - Hoileong Lee; Tahreema N. Matin; Fergus Gleeson; Vicente Grau (MICCAI (1), 2017)

MRI-Based Heart and Torso Personalization for Computer Modeling and Simulation of Cardiac Electrophysiology. - Ernesto Zacur; Ana Mincholé; Benjamin Villard; Valentina Carapella; Rina Ariga; Blanca Rodríguez; Vicente Grau (BIVPCS/POCUS@MICCAI, 2017)

Automated LGE Myocardial Scar Segmentation Using MaskSLIC Supervoxels - Replicating the Clinical Method. - Iulia A. Popescu; Alessandra Borlotti; Erica Dall' Armellina; Vicente Grau (MIUA, 2017)

Cardiac Mesh Reconstruction from Sparse, Heterogeneous Contours. - Benjamin Villard; Valentina Carapella; Rina Ariga; Vicente Grau; Ernesto Zacur (MIUA, 2017)

A combined image-modelling approach assessing the impact of hyperinflation due to emphysema on regional ventilation-perfusion matching. - Kelly S. Burrowes; Tom Doel; Minsuok Kim; Claudia Vargas; Josep Roca; Vicente Grau; D. Kay (Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2017)

Extracting 3D Vascular Structures from Microscopy Images using Convolutional Recurrent Networks. - Russell Bates; Benjamin Irving; Bostjan Markelc; Jakob Kaeppler; Ruth J. Muschel; Vicente Grau; Julia A. Schnabel (CoRR, 2017)

Supervoxels for graph cuts-based deformable image registration using guided image filtering. - Adam Szmul; Bartlomiej W. Papiez; Andre Hallack; Vicente Grau; Julia A. Schnabel (J. Electronic Imaging, 2017)

Transformation diffusion reconstruction of three-dimensional histology volumes from two-dimensional image stacks. - Ramón Casero; Urszula Siedlecka; Elizabeth S. Jones; Lena Gruscheski; Matthew Gibb; Jürgen E. Schneider; Peter Kohl; Vicente Grau (Medical Image Anal., 2017)

Monte Carlo Simulations of Diffusion Weighted MRI in Myocardium: Validation and Sensitivity Analysis. - Joanne Bates; Irvin Teh; Darryl McClymont; Peter Kohl; Jürgen E. Schneider; Vicente Grau (IEEE Trans. Medical Imaging, 2017)

Automated Motion Correction and 3D Vessel Centerlines Reconstruction from Non-simultaneous Angiographic Projections. - Abhirup Banerjee; Rajesh K. Kharbanda; Robin Choudhury; Vicente Grau (STACOM@MICCAI, 2018)

Super Resolution of Cardiac Cine MRI Sequences Using Deep Learning. - Nicolas Basty; Vicente Grau (RAMBO+BIA+TIA@MICCAI, 2018)

XeMRI to CT Lung Image Registration Enhanced with Personalized 4DCT-Derived Motion Model. - Adam Szmul; Tahreema N. Matin; Fergus V. Gleeson; Julia A. Schnabel; Vicente Grau; Bartlomiej W. Papiez (RAMBO+BIA+TIA@MICCAI, 2018)

ISACHI: Integrated Segmentation and Alignment Correction for Heart Images. - Benjamin Villard; Ernesto Zacur; Vicente Grau (STACOM@MICCAI, 2018)

Calculation of Anatomical and Functional Metrics Using Deep Learning in Cardiac MRI: Comparison Between Direct and Segmentation-Based Estimation. - Hao Xu; Jürgen E. Schneider; Vicente Grau (STACOM@MICCAI, 2018)

Generation of Amyloid PET Images via Conditional Adversarial Training for Predicting Progression to Alzheimer's Disease. - Yu Yan; Hoileong Lee; Edward Somer; Vicente Grau (PRIME@MICCAI, 2018)

Regional lung ventilation estimation based on supervoxel tracking. - Adam Szmul; Bartlomiej W. Papiez; Tahreema N. Matin; Fergus V. Gleeson; Julia A. Schnabel; Vicente Grau (Image-Guided Procedures, 2018)

Surface Mesh Reconstruction from Cardiac MRI Contours. - Benjamin Villard; Vicente Grau; Ernesto Zacur (J. Imaging, 2018)

Statistical Shape Modeling of the Left Ventricle: Myocardial Infarct Classification Challenge. - Avan Suinesiaputra; Pierre Ablin; Xènia Albà; Martino Alessandrini; Jack Allen; Wenjia Bai; Serkan Çimen; Peter Claes; Brett R. Cowan; Jan D'hooge; Nicolas Duchateau; Jan Ehrhardt; et al. (IEEE J. Biomed. Health Informatics, 2018)

SMOD - Data Augmentation Based on Statistical Models of Deformation to Enhance Segmentation in 2D Cine Cardiac MRI. - Jorge Corral Acero; Ernesto Zacur; Hao Xu; Rina Ariga; Alfonso Bueno-Orovio; Pablo Lamata; Vicente Grau (FIMH, 2019)

Ventricle Surface Reconstruction from Cardiac MR Slices Using Deep Learning. - Hao Xu; Ernesto Zacur; Jürgen E. Schneider; Vicente Grau (FIMH, 2019)

Left Ventricle Quantification with Cardiac MRI: Deep Learning Meets Statistical Models of Deformation. - Jorge Corral Acero; Hao Xu; Ernesto Zacur; Jürgen E. Schneider; Pablo Lamata; Alfonso Bueno-Orovio; Vicente Grau (STACOM@MICCAI, 2019)

Conditional Generative Adversarial Networks for the Prediction of Cardiac Contraction from Individual Frames. - Julius Ossenberg-Engels; Vicente Grau (STACOM@MICCAI, 2019)

Optimized Rigid Motion Correction from Multiple Non-simultaneous X-Ray Angiographic Projections. - Abhirup Banerjee; Robin Choudhury; Vicente Grau (PReMI (2), 2019)

Patch-based lung ventilation estimation using multi-layer supervoxels. - Adam Szmul; Tahreema N. Matin; Fergus V. Gleeson; Julia A. Schnabel; Vicente Grau; Bartlomiej W. Papiez (Comput. Medical Imaging Graph., 2019)

Efficient 3D Fully Convolutional Networks for Pulmonary Lobe Segmentation in CT Images. - Hoileong Lee; Tahreema N. Matin; Fergus Gleeson; Vicente Grau (CoRR, 2019)

Segmentation of Vasculature From Fluorescently Labeled Endothelial Cells in Multi-Photon Microscopy Images. - Russell Bates; Benjamin Irving; Bostjan Markelc; Jakob Kaeppler; Graham Brown; Ruth J. Muschel; J. Michael Brady; Vicente Grau; Julia A. Schnabel (IEEE Trans. Medical Imaging, 2019)

A 2-Step Deep Learning Method with Domain Adaptation for Multi-Centre, Multi-Vendor and Multi-Disease Cardiac Magnetic Resonance Segmentation. - Jorge Corral Acero; Vaanathi Sundaresan; Nicola K. Dinsdale; Vicente Grau; Mark Jenkinson (M&Ms and EMIDEC/STACOM@MICCAI, 2020)

A Deep Learning Approach to Automate High-Resolution Blood Vessel Reconstruction on Computerized Tomography Images With or Without the Use of Contrast Agent. - Anirudh Chandrashekar; Ashok Handa; Natesh Shivakumar; Pierfrancesco Lapolla; Vicente Grau; Regent Lee (CoRR, 2020)

A Deep learning Approach to Generate Contrast-Enhanced Computerised Tomography Angiography without the Use of Intravenous Contrast Agents. - Anirudh Chandrashekar; Ashok Handa; Natesh Shivakumar; Pierfrancesco Lapolla; Vicente Grau; Regent Lee (CoRR, 2020)

Point-Cloud Method for Automated 3D Coronary Tree Reconstruction From Multiple Non-Simultaneous Angiographic Projections. - Abhirup Banerjee; Francesca Galassi; Ernesto Zacur; Giovanni Luigi De Maria; Robin Choudhury; Vicente Grau (IEEE Trans. Medical Imaging, 2020)

Inference of Ventricular Activation Properties from Twelve-lead Electrocardiogram. - Julià Camps; Brodie Lawson; Christopher C. Drovandi; Ana Mincholé; Zhinuo J. Wang; Vicente Grau; Kevin Burrage; Blanca Rodríguez (CinC, 2021)

Biventricular Surface Reconstruction From Cine Mri Contours Using Point Completion Networks. - Marcel Beetz; Abhirup Banerjee; Vicente Grau (ISBI, 2021)

Optimised Misalignment Correction from Cine MR Slices Using Statistical Shape Model. - Abhirup Banerjee; Ernesto Zacur; Robin P. Choudhury; Vicente Grau (MIUA, 2021)

A Multi-view Crossover Attention U-Net Cascade with Fourier Domain Adaptation for Multi-domain Cardiac MRI Segmentation. - Marcel Beetz; Jorge Corral Acero; Vicente Grau (STACOM@MICCAI, 2021)

Generating Subpopulation-Specific Biventricular Anatomy Models Using Conditional Point Cloud Variational Autoencoders. - Marcel Beetz; Abhirup Banerjee; Vicente Grau (STACOM@MICCAI, 2021)

Predicting 3D Cardiac Deformations with Point Cloud Autoencoders. - Marcel Beetz; Julius Ossenberg-Engels; Abhirup Banerjee; Vicente Grau (STACOM@MICCAI, 2021)

Inference of ventricular activation properties from non-invasive electrocardiography. - Julià Camps; Brodie Lawson; Christopher C. Drovandi; Ana Mincholé; Zhinuo J. Wang; Vicente Grau; Kevin Burrage; Blanca Rodríguez (Medical Image Anal., 2021)

Left Ventricle Quantification Challenge: A Comprehensive Comparison and Evaluation of Segmentation and Regression for Mid-Ventricular Short-Axis Cardiac MR Data. - Wufeng Xue; Jiahui Li 005; Zhiqiang Hu; Eric Kerfoot; James R. Clough; Ilkay Öksüz; Hao Xu; Vicente Grau; Fumin Guo; Matthew Ng; Xiang Li 001; Quanzheng Li; et al. (IEEE J. Biomed. Health Informatics, 2021)

Inference of Number and Location of Purkinje Root Nodes and Ventricular Conduction Properties from Clinical 12-Lead ECGs for Cardiac Digital Twinning. - Julià Camps; Zhinuo J. Wang; Rafael Sebastián; Xin Zhou 021; Brodie Lawson; Lucas Arantes Berg; Kevin Burrage; Vicente Grau; Rodrigo Weber dos Santos; Blanca Rodríguez (CinC, 2022)

Automated 3D Whole-Heart Mesh Reconstruction From 2D Cine MR Slices Using Statistical Shape Model. - Abhirup Banerjee; Ernesto Zacur; Robin P. Choudhury; Vicente Grau (EMBC, 2022)

Automated Torso Contour Extraction from Clinical Cardiac MR Slices for 3D Torso Reconstruction. - Hannah J. Smith; Abhirup Banerjee; Robin P. Choudhury; Vicente Grau (EMBC, 2022)

Reconstructing 3D Cardiac Anatomies from Misaligned Multi-View Magnetic Resonance Images with Mesh Deformation U-Nets. - Marcel Beetz; Abhirup Banerjee; Vicente Grau (GeoMedIA, 2022)

Combined Generation of Electrocardiogram and Cardiac Anatomy Models Using Multi-Modal Variational Autoencoders. - Marcel Beetz; Abhirup Banerjee; Yuling Sang; Vicente Grau (ISBI, 2022)

Semi-Supervised Coronary Vessels Segmentation from Invasive Coronary Angiography with Connectivity-Preserving Loss Function. - Haorui He; Abhirup Banerjee; Marcel Beetz; Robin P. Choudhury; Vicente Grau (ISBI, 2022)

Generation of 12-Lead Electrocardiogram with Subject-Specific, Image-Derived Characteristics Using a Conditional Variational Autoencoder. - Yuling Sang; Marcel Beetz; Vicente Grau (ISBI, 2022)

Mesh U-Nets for 3D Cardiac Deformation Modeling. - Marcel Beetz; Jorge Corral Acero; Abhirup Banerjee; Ingo Eitel; Ernesto Zacur; Torben Lange; Thomas Stiermaier; Ruben Evertz; Sören J. Backhaus; Holger Thiele; Alfonso Bueno-Orovio; Pablo Lamata; et al. (STACOM@MICCAI, 2022)

Post-Infarction Risk Prediction with Mesh Classification Networks. - Marcel Beetz; Jorge Corral Acero; Abhirup Banerjee; Ingo Eitel; Ernesto Zacur; Torben Lange; Thomas Stiermaier; Ruben Evertz; Sören J. Backhaus; Holger Thiele; Alfonso Bueno-Orovio; Pablo Lamata; et al. (STACOM@MICCAI, 2022)

Point2Mesh-Net: Combining Point Cloud and Mesh-Based Deep Learning for Cardiac Shape Reconstruction. - Marcel Beetz; Abhirup Banerjee; Vicente Grau (STACOM@MICCAI, 2022)

Deep Computational Model for the Inference of Ventricular Activation Properties. - Lei Li 020; Julià Camps; Abhirup Banerjee; Marcel Beetz; Blanca Rodríguez; Vicente Grau (STACOM@MICCAI, 2022)

Multi-Modality Cardiac Image Computing: A Survey. - Lei Li 020; Wangbin Ding; Liqun Huang; Xiahai Zhuang; Vicente Grau (CoRR, 2022)

3D Shape-Based Myocardial Infarction Prediction Using Point Cloud Classification Networks. - Marcel Beetz; Yilong Yang 004; Abhirup Banerjee; Lei Li 020; Vicente Grau (EMBC, 2023)

Influence of Myocardial Infarction on QRS Properties: A Simulation Study. - Lei Li 020; Julià Camps; Zhinuo J. Wang; Abhirup Banerjee; Blanca Rodríguez; Vicente Grau (FIMH, 2023)

Deep Learning-Based Emulation of Human Cardiac Activation Sequences. - Ambre Bertrand; Julià Camps; Vicente Grau; Blanca Rodríguez (FIMH, 2023)

Multi-objective Point Cloud Autoencoders for Explainable Myocardial Infarction Prediction. - Marcel Beetz; Abhirup Banerjee; Vicente Grau (MICCAI (2), 2023)

Transesophageal Echocardiography Generation Using Anatomical Models. - Emmanuel Oladokun; Musa Abdulkareem; Jurica Sprem; Vicente Grau (DALI@MICCAI, 2023)

Automated Coronary Vessels Segmentation in X-ray Angiography Using Graph Attention Network. - Haorui He; Abhirup Banerjee; Robin P. Choudhury; Vicente Grau (STACOM@MICCAI, 2023)

Generating Virtual Populations of 3D Cardiac Anatomies with Snowflake-Net. - Jiachuan Peng; Marcel Beetz; Abhirup Banerjee; Min Chen; Vicente Grau (STACOM@MICCAI, 2023)

Towards Enabling Cardiac Digital Twins of Myocardial Infarction Using Deep Computational Models for Inverse Inference. - Lei Li 020; Julià Camps; Zhinuo J. Wang; Abhirup Banerjee; Marcel Beetz; Blanca Rodríguez; Vicente Grau (CoRR, 2023)

Anatomical basis of sex differences in human post-myocardial infarction ECG phenotypes identified by novel automated torso-cardiac 3D reconstruction. - Hannah J. Smith; Blanca Rodríguez; Yuling Sang; Marcel Beetz; Robin Choudhury; Vicente Grau; Abhirup Banerjee (CoRR, 2023)

Deep Learning Segmentation of the Right Ventricle in Cardiac MRI: The M&Ms Challenge. - Carlos Martín-Isla; Víctor M. Campello; Cristian Izquierdo; Kaisar Kushibar; Carla Sendra-Balcells; Polyxeni Gkontra; Alireza Sojoudi; Mitchell J. Fulton; Tewodros Weldebirhan Arega; Kumaradevan Punithakumar; Lei Li 020; Xiaowu Sun; et al. (IEEE J. Biomed. Health Informatics, 2023)

Multi-modality cardiac image computing: A survey. - Lei Li 020; Wangbin Ding; Liqin Huang; Xiahai Zhuang; Vicente Grau (Medical Image Anal., 2023)

Multi-class point cloud completion networks for 3D cardiac anatomy reconstruction from cine magnetic resonance images. - Marcel Beetz; Abhirup Banerjee; Julius Ossenberg-Engels; Vicente Grau (Medical Image Anal., 2023)

Modelling Multi-Phase Cardiac Anatomy Using Point Cloud Variational Autoencoders. - Thalia Seale; Marcel Beetz; Blanca Rodríguez; Vicente Grau; Abhirup Banerjee (ISBI, 2024)

Single-Source Domain Generalization for Coronary Vessels Segmentation in X-Ray Angiography. - Mohammad Z. Atwany; Mojtaba Lashgari; Robin P. Choudhury; Vicente Grau; Abhirup Banerjee (CMRxRecon/MBAS/STACOM@MICCAI, 2024)

Solving the Inverse Problem of Electrocardiography for Cardiac Digital Twins: A Survey. - Lei Li 020; Julià Camps; Blanca Rodríguez; Vicente Grau (CoRR, 2024)

Deep Learning-based 3D Coronary Tree Reconstruction from Two 2D Non-simultaneous X-ray Angiography Projections. - Yiying Wang; Abhirup Banerjee; Robin P. Choudhury; Vicente Grau (CoRR, 2024)

Personalized Topology-Informed 12-Lead ECG Electrode Localization from Incomplete Cardiac MRIs for Efficient Cardiac Digital Twins. - Lei Li 020; Hannah J. Smith; Yilin Lyu; Julià Camps; Blanca Rodríguez; Abhirup Banerjee; Vicente Grau (CoRR, 2024)

NeCA: 3D Coronary Artery Tree Reconstruction from Two 2D Projections by Neural Implicit Representation. - Yiying Wang; Abhirup Banerjee; Vicente Grau (CoRR, 2024)

Digital twinning of the human ventricular activation sequence to Clinical 12-lead ECGs and magnetic resonance imaging using realistic Purkinje networks for in silico clinical trials. - Julià Camps; Lucas Arantes Berg; Zhinuo Jenny Wang; Rafael Sebastián; Leto Luana Riebel; Rubén Doste; Xin Zhou 021; Rafael Sachetto Oliveira; James A. Coleman; Brodie Lawson; Vicente Grau; Kevin Burrage; et al. (Medical Image Anal., 2024)

Segment anything model for medical images? - Yuhao Huang 001; Xin Yang 009; Lian Liu; Han Zhou; Ao Chang; Xinrui Zhou; Rusi Chen; Junxuan Yu; Jiongquan Chen; Chaoyu Chen; Sijing Liu; Haozhe Chi; et al. (Medical Image Anal., 2024)

Toward Enabling Cardiac Digital Twins of Myocardial Infarction Using Deep Computational Models for Inverse Inference. - Lei Li 020; Julià Camps; Zhinuo Jenny Wang; Marcel Beetz; Abhirup Banerjee; Blanca Rodríguez; Vicente Grau (IEEE Trans. Medical Imaging, 2024)

Modeling 3D Cardiac Contraction and Relaxation With Point Cloud Deformation Networks. - Marcel Beetz; Abhirup Banerjee; Vicente Grau (IEEE J. Biomed. Health Informatics, 2024)

Medical Graph RAG: Evidence-based Medical Large Language Model via Graph Retrieval-Augmented Generation. - Junde Wu; Jiayuan Zhu; Yunli Qi; Jingkun Chen; Min Xu; Filippo Menolascina; Yueming Jin; Vicente Grau (ACL (1), 2025)

Contrast-Free Myocardial Scar Segmentation in Cine MRI using Motion and Texture Fusion. - Guang Yang 006; Jingkun Chen; Xicheng Sheng; Shan Yang; Xiahai Zhuang; Betty Raman; Lei Li 020; Vicente Grau (ISBI, 2025)

DeepCA: Deep Learning-Based 3D Coronary Artery Tree Reconstruction from Two 2D Non-Simultaneous X-Ray Angiography Projections. - Yiying Wang; Abhirup Banerjee; Robin P. Choudhury; Vicente Grau (WACV, 2025)

3D cardiac shape analysis with variational point cloud autoencoders for myocardial infarction prediction and virtual heart synthesis. - Marcel Beetz; Abhirup Banerjee; Lei Li 020; Julià Camps; Blanca Rodríguez; Vicente Grau (Comput. Medical Imaging Graph., 2025)

Deep conditional generative model for personalization of 12-lead electrocardiograms and cardiovascular risk prediction. - Yuling Sang; Abhirup Banerjee; Marcel Beetz; Vicente Grau (Frontiers Digit. Health, 2025)

Deep learning based coronary vessels segmentation in X-ray angiography using temporal information. - Haorui He; Abhirup Banerjee; Robin P. Choudhury; Vicente Grau (Medical Image Anal., 2025)

Personalized topology-informed localization of standard 12-lead ECG electrode placement from incomplete cardiac MRIs for efficient cardiac digital twins. - Lei Li 020; Hannah J. Smith; Yilin Lyu; Julià Camps; Shuang Qian; Blanca Rodríguez; Abhirup Banerjee; Vicente Grau (Medical Image Anal., 2025)

Unsupervised Patch-GAN with Targeted Patch Ranking for Fine-Grained Novelty Detection in Medical Imaging. - Jingkun Chen; Guang Yang 006; Xiao Zhang; Jingchao Peng; Tianlu Zhang; Jianguo Zhang 001; Jungong Han; Vicente Grau (CoRR, 2025)

An Automated Computational Pipeline for Generating Large-Scale Cohorts of Patient-Specific Ventricular Models in Electromechanical In Silico Trials. - Rubén Doste; Julià Camps; Zhinuo Jenny Wang; Lucas Arantes Berg; Maxx Holmes; Hannah J. Smith; Marcel Beetz; Lei Li 020; Abhirup Banerjee; Vicente Grau; Blanca Rodríguez (CoRR, 2025)

From Gaze to Insight: Bridging Human Visual Attention and Vision Language Model Explanation for Weakly-Supervised Medical Image Segmentation. - Jingkun Chen; Haoran Duan 001; Xiao Zhang; Boyan Gao; Tao Tan 002; Vicente Grau; Jungong Han (CoRR, 2025)

Large Language Model-Informed ECG Dual Attention Network for Heart Failure Risk Prediction. - Chen Chen 042; Lei Li 020; Marcel Beetz; Abhirup Banerjee; Ramneek Gupta; Vicente Grau (IEEE Trans. Big Data, 2025)

Personalized 4D Whole Heart Geometry Reconstruction from Cine MRI for Cardiac Digital Twins. - Xiaoyue Liu; Xicheng Sheng; Xiahai Zhuang; Vicente Grau; Mark YY Chan; Ching-Hui Sia; Lei Li 020 (CoRR, 2025)