Professor
Vicente Grau
PhD
Director of the Centre for Doctoral Training in Healthcare Innovation
Professor of Engineering Science
Fellow of Mansfield College
Home > People > Vicente Grau > All publications
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All publications by Professor Grau
EchoLVFM: One-Step Video Generation via Latent Flow Matching for Echocardiogram Synthesis
Oladokun E,  Thomas S,  Šprem J,  Grau V,  et al. (2027)
From Transthoracic to Transesophageal: Cross-Modality Generation Using LoRA Diffusion
Oladokun E,  Ou Y,  Novikova A,  Kulikova D,  Thomas S,  Šprem J,  Grau V,  et al. (2026)
Personalized 4D Whole Heart Geometry Reconstruction from Cine MRI for Cardiac Digital Twins
Liu X,  Sheng X,  Zhuang X,  Grau V,  Chan MY,  Sia C-H,  Li L,  et al. (2026)
AEM: An interpretable multi-task multi-modal framework for cardiac disease prediction
Peng J,  Beetz M,  Banerjee A,  Chen M,  Grau V,  et al. (2026)
An Automated Computational Pipeline for Generating Large-Scale Cohorts of Patient-Specific Ventricular Models in Electromechanical In Silico Trials
Doste R,  Camps J,  Wang ZJ,  Berg LA,  Holmes M,  Smith H,  Beetz M,  Li L,  Banerjee A,  Grau V,  Rodriguez B,  et al. (2026)
EchoLVFM: One-Step Video Generation via Latent Flow Matching for Echocardiogram Synthesis
Oladokun E,  Thomas S,  Šprem J,  Grau V,  et al. (2026)
AortaDiff: A Unified Multitask Diffusion Framework for Contrast-Free AAA Imaging
Ou Y,  Bi N,  Pan J,  Yang J,  Yu B,  Zidan U,  Lee R,  Grau V,  et al. (2026)
Seeing Beyond the Image: ECG and Anatomical Knowledge-Guided Myocardial Scar Segmentation from Late Gadolinium-Enhanced Images
Ramzan F,  Kiberu Y,  Jathanna N,  Jabrane M,  Grau V,  Jamil-Copley S,  Clayton RH,  Chen CC,  et al. (2026)
MR Derived Cardiac Metabolism Changes in Patients With Obesity and Diabetes: Knowledge Discovery Via Bayesian Networks and Random Forest Classification
Hanninger I,  Krafčík A,  Levelt E,  Rayner JJ,  Rodgers CT,  Neubauer S,  Grau V,  Rider OJ,  Valkovič L,  et al. (2026)
Motion-Conditioned Multi-View Fusion for Myocardial Infarction Localization from Echocardiography
Yang G,  Xu W,  Wang S,  Raman B,  Li L,  Grau V,  et al. (2026)
Seeing Beyond the Image: ECG and Anatomical Knowledge-Guided Myocardial Scar Segmentation from Late Gadolinium-Enhanced Images
Ramzan F,  Kiberu Y,  Jathanna N,  Jabrane M,  Grau V,  Jamil-Copley S,  Clayton RH,  Chen ,  Chen ,  et al. (2026)
ISACHI: Integrated Segmentation and Alignment Correction for Heart Images
Villard B,  Zacur E,  Grau V,  et al. (2025)
Erratum to: Myocardial Infarction Detection from Left Ventricular Shapes Using a Random Forest
Allen J,  Zacur E,  Dall’Armellina E,  Lamata P,  Grau V,  et al. (2025)
Personalized topology-informed localization of standard 12-lead ECG electrode placement from incomplete cardiac MRIs for efficient cardiac digital twins.
Li L,  Smith H,  Lyu Y,  Camps J,  Qian S,  Rodriguez B,  Banerjee A,  Grau V,  et al. (2025)
Large Language Model-informed ECG Dual Attention Network for Heart Failure Risk Prediction
Chen C,  Li L,  Beetz M,  Banerjee A,  Gupta R,  Grau V,  et al. (2025)
Single-Source Domain Generalization for Coronary Vessels Segmentation in X-Ray Angiography
Atwany M,  Lashgari M,  Choudhury RP,  Grau V,  Banerjee A,  et al. (2025)
Contrast-Free Myocardial Scar Segmentation in Cine MRI using Motion and Texture Fusion
Yang G,  Chen J,  Sheng X,  Yang S,  Zhuang X,  Raman B,  Li L,  Grau V,  et al. (2025)
Contrast-Free Myocardial Scar Segmentation in Cine MRI using Motion and Texture Fusion
Yang G,  Chen J,  Sheng X,  Yang S,  Zhuang X,  Raman B,  Li L,  Grau V,  et al. (2025)
An Automated Computational Pipeline for Generating Large-Scale Cohorts of Patient-Specific Ventricular Models in Electromechanical In Silico Trials
Doste R,  Camps J,  Wang ZJ,  Berg LA,  Holmes M,  Smith H,  Beetz M,  Li L,  Banerjee A,  Grau V,  Rodriguez B,  et al. (2025)
Unsupervised Patch-GAN with Targeted Patch Ranking for Fine-Grained Novelty Detection in Medical Imaging
Chen J,  Yang G,  Zhang X,  Peng J,  Zhang T,  Zhang J,  Han J,  Grau V,  et al. (2025)
3D Cardiac Anatomy Generation Using Mesh Latent Diffusion Models
Mozyrska J,  Beetz M,  Melas-Kyriazi L,  Grau V,  Banerjee A,  Bueno-Orovio A,  et al. (2025)
Balancing Light and Shadow: Multi-Modal Image Exposure Restoration via Frequency–Phase–Driven RGB-IR Integration
Chen J,  Peng J,  Wu J,  Zhang T,  Bashford-Rogers T,  Debattista K,  Grau V,  Han J,  et al. (2025)
From Transthoracic to Transesophageal: Cross-Modality Generation using LoRA Diffusion
Oladokun E,  Ou Y,  Novikova A,  Kulikova D,  Thomas S,  Å prem J,  Grau V,  et al. (2025)
Medical Graph RAG: Evidence-based Medical Large Language Model via Graph Retrieval-Augmented Generation
Wu J,  Zhu J,  Qi Y,  Chen J,  Xu M,  Menolascina F,  Jin Y,  Grau V,  et al. (2025)
Personalized 4D Whole Heart Geometry Reconstruction from Cine MRI for Cardiac Digital Twins
Liu X,  Sheng X,  Zhuang X,  Grau V,  Chan MY,  Sia C-H,  Li L,  et al. (2025)
Contrast-Free Myocardial Scar Segmentation in Cine MRI using Motion and Texture Fusion
Yang G,  Chen J,  Sheng X,  Yang S,  Zhuang X,  Raman B,  Li L,  Grau V,  et al. (2025)
A Multi-Scale Computational Framework for Human-Based Modelling and Simulation of Adverse Cardiac Remodelling in Type 2 Diabetes
Bertrand A,  Arantes Berg L,  Doste R,  Tomek J,  Dasí A,  Banerjee A,  Camps J,  Grau V,  Rodriguez B,  et al. (2025)
Female anatomies disguise ECG abnormalities following myocardial infarction: an AI-enabled modelling and simulation study
Smith H,  Banerjee A,  Riebel LL,  Doste R,  Holmes M,  Grau V,  Rodriguez B,  et al. (2025)
AortaDiff: A Unified Multitask Diffusion Framework For Contrast-Free AAA Imaging
Ou Y,  Bi N,  Pan J,  Yang J,  Yu B,  Zidan U,  Lee R,  Grau V,  et al. (2025)
Personalized Topology-Informed Localization of Standard 12-Lead ECG Electrode Placement from Incomplete Cardiac MRIs for Efficient Cardiac Digital Twins
Li L,  Smith H,  Lyu Y,  Camps J,  Qian S,  Rodriguez B,  Banerjee A,  Grau V,  et al. (2025)
Anatomical basis of sex differences in the electrocardiogram identified by three-dimensional torso-heart imaging reconstruction pipeline
Smith HJ,  Rodriguez B,  Sang Y,  Beetz M,  Choudhury RP,  Grau V,  Banerjee A,  et al. (2025)
Human-based approaches to pharmacology and cardiology: an interdisciplinary and intersectorial workshop
Burton R-A,  Rodriguez B,  Carusi A,  Abi-Gerges N,  Britton O,  Ariga R,  Bub G,  Bueno-Orovio A,  Carapella V,  Cardone-Noott L,  Daniels MJ,  Davies MR,  Dutta S,  Ghetti A,  Grau V,  Harmer S,  Ivan K,  Pier L,  Lu HR,  Lyon A,  Minchole A,  Muszkiewicz A,  Oster J,  Paci M,  Passini E,  Severi S,  Taggart P,  Tinker A,  valentin J-P,  Varro A,  Wallman M,  Zhou X,  et al. (2024)
3D surgery trainer with force feedback in minimally invasive surgery.
Meier U,  García FJ,  Parr NC,  Monserrat C,  Gil JA,  Grau V,  Juan MC,  Alcañiz M,  et al. (2024)
Digital microscope with augmented reality for neurosurgery
Varvaro H,  Juan MC,  Alcañiz M,  Monserrat C,  Grau V,  Gil JA,  et al. (2024)
Inference of Ventricular Activation Properties from Twelve-lead Electrocardiogram
Camps J,  Lawson B,  Drovandi C,  Minchole A,  Wang ZJ,  Grau V,  Burrage K,  Rodriguez B,  et al. (2024)
Functional Impairment in Small Airways Associated With the Breathlessness Symptoms in Long-Coronavirus Disease.
Kim M,  Hwang J,  Grist JT,  Abueid G,  Yoon SH,  Grau V,  Fraser E,  Gleeson FV,  et al. (2024)
Segment anything model for medical images?
Huang Y,  Yang X,  Liu L,  Zhou H,  Chang A,  Zhou X,  Chen R,  Yu J,  Chen J,  Chen C,  Liu S,  Chi H,  Hu X,  Yue K,  Li L,  Grau V,  Fan D-P,  Dong F,  Ni D,  et al. (2024)
Automated Coronary Vessels Segmentation in X-ray Angiography Using Graph Attention Network
He H,  Banerjee A,  Choudhury RP,  Grau V,  et al. (2024)
Generating Virtual Populations of 3D Cardiac Anatomies with Snowflake-Net
Peng J,  Beetz M,  Banerjee A,  Chen M,  Grau V,  et al. (2024)
Towards Enabling Cardiac Digital Twins of Myocardial Infarction Using Deep Computational Models for Inverse Inference
Li L,  Camps J,  Wang Z,  Beetz M,  Banerjee A,  Rodriguez B,  Grau V,  et al. (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.
Camps J,  Berg LA,  Wang ZJ,  Sebastian R,  Riebel LL,  Doste R,  Zhou X,  Sachetto R,  Coleman J,  Lawson B,  Grau V,  Burrage K,  Bueno-Orovio A,  Weber Dos Santos R,  Rodriguez B,  et al. (2024)
Comprehensive characterization of cardiac contraction for improved post-infarction risk assessment
Corral Acero J,  Lamata P,  Eitel I,  Zacur E,  Evertz R,  Lange T,  Backhaus SJ,  Stiermaier T,  Thiele H,  Bueno Orovio A,  Schuster A,  Grau V,  et al. (2024)
Transesophageal Echocardiography Generation Using Anatomical Models
Oladokun E,  Abdulkareem M,  Šprem J,  Grau V,  et al. (2024)
A systematic review of machine learning models for management, prediction and classification of ARDS
Tran TK,  Tran MC,  Joseph A,  Phan PA,  Grau V,  Farmery AD,  et al. (2024)
Solving the inverse problem of electrocardiography for cardiac digital twins: a survey
Li L,  Camps J,  Rodriguez B,  Grau V,  et al. (2024)
Multi-modal characterisation of early-stage, subclinical cardiac deterioration in patients with type 2 diabetes
Bertrand A,  Lewis A,  Camps J,  Grau V,  Rodriguez B,  et al. (2024)
Assessing the accuracy of human-inspired electronic skin: A systematic review
AlShaibani F,  Grau V,  Bergmann J,  et al. (2024)
Assessing the accuracy of human-inspired electronic skin: A systematic review
AlShaibani F,  Grau V,  Bergmann J,  et al. (2024)
Large Language Model-informed ECG Dual Attention Network for Heart Failure Risk Prediction
Chen C,  Li L,  Beetz M,  Banerjee A,  Gupta R,  Grau V,  et al. (2024)
Modelling Multi-phase Cardiac Anatomy with Generative Deep Learning
Seale TE,  Rodriguez B,  Grau V,  Banerjee A,  et al. (2024)
Sex-Specific, Multi-Modal Assessment of Cardiac Function in Type 2 Diabetes Using the UK Biobank
Bertrand A,  Lewis A,  Grau V,  Rodriguez B,  et al. (2024)
Solving the Inverse Problem of Electrocardiography for Cardiac Digital Twins: A Survey
Li L,  Camps J,  Rodriguez B,  Grau V,  et al. (2024)
A Deep Learning Approach to Visualize Aortic Aneurysm Morphology Without the Use of Intravenous Contrast Agents.
Chandrashekar A,  Handa A,  Lapolla P,  Shivakumar N,  Uberoi R,  Grau V,  Lee R,  et al. (2023)
3D shape-based myocardial infarction prediction using point cloud classification networks
Beetz M,  Yang Y,  Banerjee A,  Li L,  Grau V,  et al. (2023)
Influence of myocardial infarction on QRS properties: a simulation study
Li L,  Camps J,  Wang Z,  Banerjee A,  Rodriguez B,  Grau V,  et al. (2023)
Deep learning segmentation of the right ventricle in cardiac MRI: the M&Ms challenge
Martin-Isla C,  Campello VM,  Izquierdo C,  Kushibar K,  Sendra-Balcells C,  Gkontra P,  Sojoudi A,  Fulton MJ,  Arega TW,  Punithakumar K,  Li L,  Sun X,  Al Khalil Y,  Liu D,  Jabbar S,  Queiros S,  Galati F,  Mazher M,  Gao Z,  Beetz M,  Tautz L,  Galazis C,  Varela M,  Hullebrand M,  Grau V,  et al. (2023)
Multi-modality cardiac image computing: a survey
Li L,  Ding W,  Huang L,  Zhuang X,  Grau V,  et al. (2023)
3D Shape-Based Myocardial Infarction Prediction Using Point Cloud Classification Networks
Beetz M,  Yang Y,  Banerjee A,  Li L,  Grau V,  et al. (2023)
Multi-objective point cloud autoencoders for explainable myocardial infarction prediction
Beetz M,  Banerjee A,  Grau V,  et al. (2023)
Modeling 3D cardiac contraction and relaxation with point cloud deformation networks
Beetz M,  Banerjee A,  Grau V,  et al. (2023)
Multi-class point cloud completion networks for 3D cardiac anatomy reconstruction from cine magnetic resonance images
Beetz M,  Banerjee A,  Ossenberg-Engels J,  Grau V,  et al. (2023)
Deep Learning-Based Emulation of Human Cardiac Activation Sequences
Bertrand A,  Camps J,  Grau V,  Rodriguez B,  et al. (2023)
Anatomical basis of sex differences in human post-myocardial infarction ECG phenotypes identified by novel automated torso-cardiac 3D reconstruction
Smith HJ,  Rodriguez B,  Sang Y,  Beetz M,  Choudhury R,  Grau V,  Banerjee A,  et al. (2023)
Fractal dimension analysis to assess ventilation heterogeneity associated with Long-COVID breathlessness
Hwang J,  Kim M,  Grist JT,  Abueid G,  Yoon SH,  Grau V,  Fraser E,  Gleeson FV,  et al. (2023)
Cardiac metabolism assessed by MR spectroscopy in the heart of patients with obesity and diabetes: knowledge discovery via Bayesian networks and random forest classification
Hanninger I,  Levelt E,  Rayner JJ,  Rodgers CT,  Neubauer S,  Grau V,  Rider OJ,  Valkovič L,  et al. (2023)
Deep Learning-based 3D Coronary Tree Reconstruction from Two 2D Non-simultaneous X-ray Angiography Projections
Wang Y,  Banerjee A,  Choudhury RP,  Grau V,  et al. (2023)
NeCA: 3D Coronary Artery Tree Reconstruction from Two 2D Projections by Neural Implicit Representation
Wang Y,  Banerjee A,  Grau V,  et al. (2023)
ECG Deep Learning Dissects Physiology of Hypertrophic Cardiomyopathy
Manohar S,  Raman B,  Bueno-Orovio A,  Beetz M,  Sang Y,  Borawska Z,  Rodriguez B,  Y. Kwong R,  Desai M,  S. Weintraub W,  M. Kramer C,  Neubauer S,  Watkins H,  Grau V,  Manohar S,  Ariga R,  et al. (2023)
Left Ventricle Quantification with Cardiac MRI: Deep Learning Meets Statistical Models of Deformation - Testing dataset segmentation predictions
Corral Acero J,  Xu H,  Zacur E,  Schneider J,  Lamata P,  Bueno-Orovio A,  Grau V,  et al. (2022)
Understanding and improving risk assessment after myocardial infarction using automated left ventricular shape analysis
Corral Acero J,  Schuster A,  Zacur E,  Lange T,  Stiermaier T,  Backhaus SJ,  Thiele H,  Bueno Orovio A,  Lamata P,  Eitel I,  Grau Colomer V,  et al. (2022)
Predicting 3D cardiac deformations with point cloud autoencoders
Beetz M,  Ossenberg-Engels J,  Banerjee A,  Grau V,  et al. (2022)
Semi-supervised coronary vessels segmentation from invasive coronary angiography with connectivity-preserving loss function
He H,  Banerjee A,  Beetz M,  Choudhury RP,  Grau V,  Ieee ,  et al. (2022)
Automated torso contour extraction from clinical cardiac MR slices for 3D torso reconstruction
Smith HJ,  Banerjee A,  Choudhury RP,  Grau V,  et al. (2022)
Automated 3D whole-heart mesh reconstruction from 2D cine MR slices using statistical shape model
Banerjee A,  Zacur E,  Choudhury RP,  Grau V,  et al. (2022)
Reconstructing 3D cardiac anatomies from misaligned multi-view magnetic resonance images with Mesh Deformation U-Nets
Beetz M,  Banerjee A,  Grau V,  et al. (2022)
Interpretable cardiac anatomy modeling using variational mesh autoencoders
Beetz M,  Corral Acero J,  Banerjee A,  Eitel I,  Zacur E,  Lange T,  Stiermaier T,  Evertz R,  Backhaus SJ,  Thiele H,  Bueno-Orovio A,  Lamata P,  Schuster A,  Grau V,  et al. (2022)
Post-Infarction Risk Prediction with Mesh Classification Networks
Beetz M,  Acero JC,  Banerjee A,  Eitel I,  Zacur E,  Lange T,  Stiermaier T,  Evertz R,  Backhaus SJ,  Thiele H,  Bueno-Orovio A,  Lamata P,  Schuster A,  Grau V,  et al. (2022)
Mesh U-Nets for 3D Cardiac Deformation Modeling
Beetz M,  Acero JC,  Banerjee A,  Eitel I,  Zacur E,  Lange T,  Stiermaier T,  Evertz R,  Backhaus SJ,  Thiele H,  Bueno-Orovio A,  Lamata P,  Schuster A,  Grau V,  et al. (2022)
Deep Computational Model for the Inference of Ventricular Activation Properties
Li L,  Camps J,  Banerjee A,  Beetz M,  Rodriguez B,  Grau V,  et al. (2022)
Inference of Number and Location of Purkinje Root Nodes and Ventricular Conduction Properties from Clinical 12-Lead ECGs for Cardiac Digital Twinning
Camps J,  Wang ZJ,  Sebastian R,  Zhou X,  Lawson B,  Berg LA,  Burrage K,  Grau V,  Weber R,  Rodriguez B,  et al. (2022)
Reconstructing 3D Cardiac Anatomies from Misaligned Multi-View Magnetic Resonance Images with Mesh Deformation U-Nets
Beetz M,  Banerjee A,  Grau V,  et al. (2022)
Transesophageal Echocardiography Generation using Anatomical Models
Oladokun E,  Abdulkareem M,  Šprem J,  Grau V,  et al. (2022)
Left Ventricle Quantification Challenge: A Comprehensive Comparison and Evaluation of Segmentation and Regression for Mid-Ventricular Short-Axis Cardiac MR Data.
Xue W,  Li J,  Hu Z,  Kerfoot E,  Clough J,  Oksuz I,  Xu H,  Grau V,  Guo F,  Ng M,  Li X,  Li Q,  Liu L,  Ma J,  Grinias E,  Tziritas G,  Yan W,  Atehortua A,  Garreau M,  Jang Y,  Debus A,  Ferrante E,  Yang G,  Hua T,  Li S,  et al. (2021)
Optimised misalignment correction from cine MR slices using statistical shape model
Banerjee A,  Zacur E,  Grau V,  Choudhury RP,  et al. (2021)
Inference of ventricular activation properties from non-invasive electrocardiography.
Camps J,  Lawson B,  Drovandi C,  Minchole A,  Wang ZJ,  Grau V,  Burrage K,  Rodriguez B,  et al. (2021)
A completely automated pipeline for 3D reconstruction of human heart from 2D cine magnetic resonance slices
Banerjee A,  Camps J,  Zacur E,  Andrews CM,  Rudy Y,  Choudhury RP,  Rodriguez B,  Grau V,  et al. (2021)
Emerging artificial intelligence applications in liver magnetic resonance imaging
Hill CE,  Biasiolli L,  Robson MD,  Grau V,  Pavlides M,  et al. (2021)
Inference of Ventricular Activation Properties from Twelve-lead Electrocardiogram
Camps J,  Lawson B,  Drovandi C,  Minchole A,  Wang ZJ,  Grau V,  Burrage K,  Rodriguez B,  et al. (2021)
Phenotyping of Klf14 mouse white adipose tissue enabled by whole slide segmentation with deep neural networks
Casero R,  Westerberg H,  Horner N,  Yon M,  Aberdeen A,  Grau V,  Cox R,  Rittscher J,  Mallon A-M,  et al. (2021)
Left ventricle quantification with cardiac MRI: deep learning meets statistical models of deformation
Corral Acero J,  Xu H,  Zacur E,  Scheneider JE,  Lamata P,  Bueno-Orovio A,  Grau Colomer V,  et al. (2020)
The ‘Digital Twin’ to enable the vision of precision cardiology
Corral-Acero J,  Margara F,  Marciniak M,  Rodero C,  Loncaric F,  Feng Y,  Gilbert A,  Fernandes JF,  Bukhari HA,  Wajdan A,  Martinez MV,  Santos MS,  Shamohammdi M,  Luo H,  Westphal P,  Leeson P,  DiAchille P,  Gurev V,  Mayr M,  Geris L,  Pathmanathan P,  Morrison T,  Cornelussen R,  Prinzen F,  Delhaas T,  et al. (2020)
A deep learning pipeline to automate high-resolution arterial segmentation with or without intravenous contrast
Chandrashekar A,  Handa A,  Shivakumar N,  Lapolla P,  Uberoi R,  Grau Colomer V,  Lee R,  et al. (2020)
A deep learning approach to generate contrast-enhanced computerised tomography angiograms without the use of intravenous contrast agents
Chandrashekar A,  Shivakumar N,  Lapolla P,  Handa A,  Grau V,  Lee R,  et al. (2020)
Prediction of abdominal aortic aneurysm growth using geometric assessment of computerised tomography images acquired during the aneurysm surveillance period
Chandrashekar A,  Handa A,  Lapolla P,  Shivakumar N,  Ngetich E,  Grau Colomer V,  Lee R,  et al. (2020)
Understanding and Improving Risk Assessment of Abdominal Aortic Aneurysm Growth Using Statistical Shape Modeling of the Infrarenal Aorta
Chandrashekar A,  Labropoulos N,  Handa A,  Lapolla P,  Grau V,  Lee R,  et al. (2020)
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
Camps J,  Berg LA,  Wang ZJ,  Sebastian R,  Riebel LL,  Doste R,  Zhou X,  Sachetto R,  Coleman J,  Lawson B,  Grau V,  Burrage K,  Bueno-Orovio A,  Weber R,  Rodriguez B,  et al. (2020)
Inference of ventricular activation properties from non-invasive electrocardiography
Camps J,  Lawson B,  Drovandi C,  Minchole A,  Wang ZJ,  Grau V,  Burrage K,  Rodriguez B,  et al. (2020)
Extracting 3D Vascular Structures from Microscopy Images using Convolutional Recurrent Networks
Bates R,  Irving B,  Markelc B,  Kaeppler J,  Muschel R,  Grau V,  Schnabel JA,  et al. (2020)
Large Language Model-informed ECG Dual Attention Network for Heart Failure Risk Prediction
Chen C,  Li L,  Beetz M,  Banerjee A,  Gupta R,  Grau V,  et al. (2020)
Automated localization and quality control of the aorta in cine CMR can significantly accelerate processing of the UK Biobank population data
Biasiolli L,  Hann E,  Lukaschuk E,  Carapella V,  Paiva JM,  Aung N,  Rayner JJ,  Werys K,  Fung K,  Puchta H,  Sanghvi MM,  Moon NO,  Thomson RJ,  Thomas KE,  Robson MD,  Grau V,  Neubauer S,  Piechnik SK,  et al. (2019)
Patch-based lung ventilation estimation using multi-layer supervoxels
Szmul A,  Matin T,  Gleeson FV,  Schnabel JA,  Grau V,  Papież BW,  et al. (2019)
SMOD - data augmentation based on statistical models of deformation to enhance segmentation in 2D cine cardiac MRI
Corral Acero J,  Zacur E,  Xu H,  Ariga R,  Bueno-Orovio A,  Lamata P,  Grau V,  et al. (2019)
Ventricle surface reconstruction from cardiac MR slices using deep learning
Xu H,  Zacur E,  Schneider J,  Grau V,  et al. (2019)
Point-cloud method for automated 3D coronary tree reconstruction from multiple non-simultaneous angiographic projections
Banerjee A,  Galassi F,  Zacur E,  De Maria GL,  Choudhury R,  Grau V,  et al. (2019)
Sensitivity analysis of a strongly-coupled human-based electromechanical cardiac model: effect of mechanical parameters on physiologically relevant biomarkers
Levrero-Florencio F,  Margara F,  Zacur E,  Bueno-Orovio A,  Wang ZJ,  Santiago A,  Aguado-Sierra J,  Houzeaux G,  Grau V,  Kay D,  Vázquez M,  Ruiz-Baier R,  Rodriguez B,  et al. (2019)
Modelling Multi-Phase Cardiac Anatomy Using Point Cloud Variational Autoencoders
Seale T,  Beetz M,  Rodriguez B,  Grau V,  Banerjee A,  et al. (2019)
Towards Enabling Cardiac Digital Twins of Myocardial Infarction Using Deep Computational Models for Inverse Inference
Li L,  Camps J,  Zhinuo ,  Wang ,  Banerjee A,  Beetz M,  Rodriguez B,  Grau V,  et al. (2019)
3D reconstruction of coronary arteries from 2D angiographic projections using non-uniform rational basis splines (NURBS) for accurate modelling of coronary stenoses
Galassi F,  Alkhalil M,  Lee R,  Martindale P,  Kharbanda RK,  Channon K,  Grau V,  Choudhury RP,  et al. (2018)
Surface mesh reconstruction from cardiac MRI contours
Villard B,  Grau V,  Zacur E,  et al. (2018)
Statistical shape modeling of the left ventricle: myocardial infarct classification challenge.
Suinesiaputra A,  Ablin P,  Alba X,  Alessandrini M,  Allen J,  Bai W,  Cimen S,  Claes P,  Cowan BR,  D'hooge J,  Duchateau N,  Ehrhardt J,  Frangi AF,  Gooya A,  Grau V,  Lekadir K,  Lu A,  Mukhopadhyay A,  Oksuz I,  Parajali N,  Pennec X,  Pereanez M,  Pinto C,  Piras P,  Rohe M-M,  Rueckert D,  Saring D,  Sermesant M,  Siddiqi K,  Tabassian M,  Teresi L,  Tsaftaris SA,  Wilms M,  Young AA,  Zhang X,  Medrano-Gracia P,  et al. (2018)
Regional lung ventilation estimation based on supervoxel tracking
Szmul A,  Papiez BW,  Matin T,  Gleeson F,  Schnabel JA,  Grau V,  et al. (2018)
Electrocardiogram phenotypes in hypertrophic cardiomyopathy caused by distinct mechanisms: apico-basal repolarization gradients vs. Purkinje-myocardial coupling abnormalities.
Lyon A,  Bueno-Orovio A,  Zacur E,  Ariga R,  Grau V,  Neubauer S,  Watkins HUGH,  Rodriguez B,  Mincholé A,  et al. (2018)
XeMRI to CT lung image registration enhanced with personalized 4DCT-derived motion model
Szmul A,  Matin T,  Gleeson FV,  Schnabel JA,  Grau V,  Papiez BW,  et al. (2018)
Myocardial scar quanti cation using SLIC supervoxels - Parcellation based on tissue characteristic strains
Popescu IA,  Irving B,  Borlotti A,  Dall'Armellina E,  Grau V,  Popescu I,  et al. (2017)
Correction of slice misalignment in multi-breath-hold cardiac MRI scans
Villard B,  Zacur E,  Dall'Armellina E,  Grau V,  et al. (2017)
Graph Cuts-Based Registration Revisited: A Novel Approach for Lung Image Registration Using Supervoxels and Image-Guided Filtering
Szmul A,  Papiez BW,  Bates R,  Hallack A,  Schnabel JA,  Grau V,  et al. (2017)
Left-Ventricle Basal Region Constrained Parametric Mapping to Unitary Domain
Gurgui A,  Gil D,  Grau V,  Marti E,  et al. (2017)
Monte Carlo Simulations of Diffusion Weighted MRI in Myocardium: Validation and Sensitivity Analysis
Bates J,  Teh I,  McClymont D,  Kohl P,  Schneider JE,  Grau V,  et al. (2017)
Transformation diffusion reconstruction of three-dimensional histology volumes from two-dimensional image stacks
Casero R,  Siedlecka U,  Gibb M,  Schneider JE,  Kohl P,  Grau V,  et al. (2017)
A combined image-modelling approach assessing the impact of hyperinflation due to emphysema on regional ventilation-perfusion matching
Burrowes KS,  Doel T,  Kim M,  Vargas C,  Roca J,  Grau V,  Kay D,  et al. (2017)
Automated LGE Myocardial Scar Segmentation Using MaskSLIC Supervoxels - Replicating the Clinical Method
Popescu IA,  Borlotti A,  Dall'Armellina E,  Grau V,  et al. (2017)
Cardiac mesh reconstruction from sparse, heterogeneous contours
Villard B,  Carapella V,  Ariga R,  Grau V,  Zacur E,  et al. (2017)
Non-local Graph-Based Regularization for Deformable Image Registration
Papież BW,  Szmul A,  Grau V,  Brady J,  Schnabel JA,  et al. (2017)
Learning-based multi-atlas segmentation of the lungs and lobes in proton MR images
Lee H,  Matin T,  Gleeson F,  Grau V,  et al. (2017)
Reconstruction of 3D Cardiac MR Images from 2D Slices Using Directional Total Variation
Basty N,  McClymont D,  Teh I,  Schneider JE,  Grau V,  et al. (2017)
MRI-based heart and torso personalization for computer modeling and simulation of cardiac electrophysiology
Zacur E,  Minchole A,  Villard B,  Carapella V,  Ariga R,  Rodriguez B,  Grau V,  et al. (2017)
Supervoxels for graph cuts-based deformable image registration using guided image filtering
Szmul A,  Papież BW,  Hallack A,  Grau V,  Schnabel JA,  et al. (2017)
A poroelastic model coupled to a fluid network with applications in lung modelling.
Berger L,  Bordas R,  Burrowes K,  Grau V,  Tavener S,  Kay D,  et al. (2016)
Prospective acceleration of diffusion tensor imaging with compressed sensing using adaptive dictionaries
McClymont D,  Teh I,  Whittington HJ,  Grau V,  Schneider J,  et al. (2016)
Myocardial infarction detection from left ventricular shapes using a random forest
Allen J,  Zacur E,  Dall Armellina E,  Lamata P,  Grau V,  et al. (2016)
Anomalous diffusion in cardiac tissue as an index of myocardial microstructure
Bueno Orovio A,  Teh I,  Schneider JE,  Burrage K,  Grau V,  et al. (2016)
Development of Real-Time Magnetic Resonance Imaging of Mouse Hearts at 9.4 Tesla--Simulations and First Application.
Wech T,  Seiberlich N,  Schindele A,  Grau V,  Diffley L,  Gyngell ML,  Borzì A,  Köstler H,  Schneider JE,  et al. (2016)
Evaluation of non-Gaussian diffusion in cardiac MRI
McClymont DG,  Teh I,  Carruth E,  Omens J,  McCulloch A,  Whittington HJ,  Kohl P,  Grau V,  Schneider J,  et al. (2016)
Chronic obstructive pulmonary disease: Lobar analysis with hyperpolarized 129Xe MR imaging
Matin TN,  Rahman N,  Nickol AH,  Chen M,  Xu X,  Stewart NJ,  Doel T,  Grau V,  Wild JM,  Gleeson F,  et al. (2016)
Orientation-sensitive overlap measures for the validation of medical image segmentations
Papastylianou T,  Armellina ED,  Grau V,  et al. (2016)
Impact of tissue microstructure on a model of cardiac electromechanics based on MRI data
Carapella V,  Carapella V,  Grau V,  Pathmanathan P,  Burrage K,  et al. (2016)
Intramural spatial variation of optical tissue properties measured with fluorescence microsphere images of porcine cardiac tissue.
Goyal A,  van den Wijngaard J,  van Horssen P,  Grau V,  Spaan J,  Smith N,  et al. (2015)
Images as drivers of progress in cardiac computational modelling
Lamata P,  Casero R,  Carapella V,  Niederer SA,  Bishop MJ,  Schneider JE,  Kohl P,  Grau V,  et al. (2015)
Optimized radiofrequency coil setup for MR examination of living isolated rat hearts in a horizontal 9.4T magnet
Lohezic M,  Bollensdorff C,  Korn M,  Lanz T,  Grau V,  Kohl P,  Schneider JE,  et al. (2015)
Dynamic flow characteristics in normal and asthmatic lungs.
Kim M,  Bordas R,  Vos W,  Hartley RA,  Brightling CE,  Kay D,  Grau V,  Burrowes KS,  et al. (2015)
Human-based approaches to pharmacology and cardiology: an interdisciplinary and intersectorial
Burton RAB,  Rodriguez B,  Britton O,  Cardone-Noott L,  Lyon A,  Minchole A,  Muszkiewicz A,  Passini E,  Zhou X,  Carusi A,  Abi-Gerges N,  Ariga R,  Bub G,  Carapella V,  Daniels MJ,  Davies MR,  Ghetti A,  Grau V,  Harmer S,  Koplar I,  Lambiase P,  Lu HR,  Oster J,  Paci M,  Severi S,  et al. (2015)
Fuzzy Segmentation of the Left Ventricle in Cardiac MRI Using Physiological Constraints
Papastylianou T,  Kelly C,  Villard B,  Armellina ED,  Grau V,  et al. (2015)
Sensitivity Analysis of Diffusion Tensor MRI in Simulated Rat Myocardium
Bates J,  Teh I,  Kohl P,  Schneider JE,  Grau V,  et al. (2015)
Impact of tissue microstructure on a model of cardiac electromechanics based on MRI data
Carapella V,  Grau V,  Pathmanathan P,  Burrage K,  et al. (2015)
Rearrangement of Atrial Bundle Architecture and Consequent Changes in Anisotropy of Conduction Constitute the 3-Dimensional Substrate for Atrial Fibrillation
Maesen B,  Zeemering S,  Afonso C,  Eckstein J,  Burton RAB,  van Hunnik A,  Stuckey DJ,  Tyler D,  Maessen J,  Grau V,  Verheule S,  Kohl P,  Schotten U,  et al. (2014)
Quantitative study of the effect of tissue microstructure on contraction in a computational model of rat left ventricle
Carapella V,  Bordas R,  Pathmanathan P,  Lohezic M,  Schneider J,  Kohl P,  Burrage K,  Grau V,  et al. (2014)
Optimized radiofrequency coil setup for MR examination of living isolated rat hearts in a horizontal 9.4T magnet.
Lohezic M,  Bollensdorff C,  Korn M,  Lanz T,  Grau V,  Kohl P,  Schneider J,  et al. (2014)
Interrogation of living myocardium in multiple static deformation states with diffusion tensor and diffusion spectrum imaging.
Lohezic M,  Teh I,  Bollensdorff C,  Peyronnet R,  Hales PW,  Grau V,  Kohl P,  Schneider J,  et al. (2014)
Images as drivers of progress in cardiac computational modelling.
Lamata P,  Casero R,  Carapella V,  Niederer SA,  Bishop MJ,  Schneider JE,  Kohl P,  Grau V,  et al. (2014)
Three-dimensional histology: tools and application to quantitative assessment of cell-type distribution in rabbit heart.
Burton R,  Lee P,  Casero R,  Garny A,  Siedlecka U,  Schneider J,  Kohl P,  Grau V,  et al. (2014)
Interrogation of living myocardium in multiple static deformation states with diffusion tensor and diffusion spectrum imaging
Lohezic M,  Teh I,  Bollensdorff C,  Peyronnet R,  Hales PW,  Grau V,  Kohl P,  Schneider J,  et al. (2014)
Degree of fatty infiltration contributes to complexity of the substrate for atrial fibrillation in goat left atria
Maesen B,  Afonso C,  Van AH,  Burton R,  Tyler D,  Grau V,  Maessen JG,  Verheule S,  Kohl P,  Schotten U,  et al. (2014)
Regional Lung Assessment using Nuclear Medicine-Perfusion (NM-Q) Imaging and Quantitative Computed Tomography (QCT) in Chronic Obstructive Pulmonary Disease (COPD) and Non-Small Cell Lung Cancer (NSCLC)
Matin TNH,  Xu X,  McGowan DR,  Doel T,  Lee J,  Rahman N,  Grau V,  Nickol A,  Gleeson FV,  et al. (2014)
A Local Phase-Based Algorithm for Registration of CMR Scans from Multiple Visits
Kelly C,  Neubauer S,  Choudhury R,  Dall'Armellina E,  Grau V,  et al. (2014)
Reproducibility of short axis slice locations in longitudinal cardiovascular magnetic resonance (CMR) studies
Kelly C,  Grau V,  Neubauer S,  Choudhury R,  Dall'Armellina E,  et al. (2014)
Segment Anything Model for Medical Images?
Huang Y,  Yang X,  Liu L,  Zhou H,  Chang A,  Zhou X,  Chen R,  Yu J,  Chen J,  Chen C,  Liu S,  Chi H,  Hu X,  Yue K,  Li L,  Grau V,  Fan D-P,  Dong F,  Ni D,  et al. (2014)
Model-based vasculature extraction from optical fluorescence cryomicrotome images.
Goyal A,  Lee J,  Lamata P,  van den Wijngaard J,  van Horssen P,  Spaan J,  Siebes M,  Grau V,  Smith NP,  et al. (2013)
Multiview diffeomorphic registration: application to motion and strain estimation from 3D echocardiography.
Piella G,  De Craene M,  Butakoff C,  Grau V,  Yao C,  Nedjati-Gilani S,  Penney GP,  Frangi AF,  et al. (2013)
Modelling of the physiological response of the brain to ischaemic stroke.
Orlowski P,  O'Neill D,  Grau V,  Ventikos Y,  Payne S,  et al. (2013)
Multiview diffeomorphic registration: Application to motion and strain estimation from 3D echocardiography
Piella G,  Craene MD,  Butakoff C,  Grau V,  Yao C,  Nedjati-Gilani S,  Penney GP,  Frangi AF,  et al. (2013)
A new technique for fusion of real-time three-dimensional echocardiography datasets obtained from different transducer positions: first clinical results
Szmigielski CA,  Grau V,  Noble JA,  Hoeschen M,  Becher HHH,  et al. (2013)
Adaptive multiscale ultrasound compounding using phase information.
et al. (2013)
Contrast-independent curvilinear structure detection in biomedical images.
Obara B,  Fricker M,  Gavaghan D,  Grau V,  et al. (2012)
Analysis of fungal networks
Heaton L,  Obara B,  Grau V,  Jones N,  Nakagaki T,  Boddy L,  Fricker MD,  et al. (2012)
Contrast-independent curvilinear structure detection in medical images
Obara B,  Fricker M,  Gavaghan D,  Grau V,  et al. (2012)
LOCAL PHASE APPROACHES TO EXTRACT BIOMEDICAL NETWORKS
Obara B,  Fricker M,  Grau V,  et al. (2012)
PULMONARY LOBE SEGMENTATION FROM CT IMAGES USING FISSURENESS, AIRWAYS, VESSELS AND MULTILEVEL B-SPLINES
Doel T,  Matin TN,  Gleeson FV,  Gavaghan DJ,  Grau V,  et al. (2012)
Resolving the three-dimensional histology of the heart
Gibb M,  Burton RAB,  Bollensdorff C,  Afonso C,  Mansoori T,  Schotten U,  Gavaghan DJ,  Rodriguez B,  Schneider JE,  Kohl P,  Grau V,  et al. (2012)
Rearrangement of atrial bundle architecture and consequent changes in anisotropy of conduction constitute the 3-dimensional substrate for atrial fibrillation.
Maesen B,  Zeemering S,  Afonso C,  Eckstein J,  Burton RAB,  van Hunnik A,  Stuckey DJ,  Tyler D,  Maessen J,  Grau V,  Verheule S,  Kohl P,  Schotten U,  et al. (2012)
Influence of Myocardial Infarction on QRS Properties: A Simulation Study
Li L,  Camps J,  Zhinuo ,  Wang ,  Banerjee A,  Rodriguez B,  Grau V,  et al. (2012)
The evaluation of single-view and multi-view fusion 3D echocardiography using image-driven segmentation and tracking.
Rajpoot K,  Grau V,  Noble JA,  Becher H,  Szmigielski C,  et al. (2011)
Real-Time 3D Fusion Echocardiography (vol 3, pg 682, 2010)
Szmigielski C,  Rajpoot K,  Grau V,  Myerson SG,  Holloway C,  Noble JA,  Kerber R,  Becher H,  et al. (2011)
Regionally Optimised Mathematical Models of Cardiac Myocyte Orientation in Rat Hearts
Karadag IE,  Bishop M,  Hales PW,  Schneider JE,  Kohl P,  Gavaghan D,  Grau V,  et al. (2011)
Multiview fusion 3-D echocardiography: improving the information and quality of real-time 3-D echocardiography.
Rajpoot K,  Grau V,  Noble JA,  Szmigielski C,  Becher H,  et al. (2011)
Rabbit-specific ventricular model of cardiac electrophysiological function including specialized conduction system.
Bordas R,  Gillow K,  Lou Q,  Efimov IR,  Gavaghan D,  Kohl P,  Grau V,  Rodriguez B,  et al. (2011)
On the Usage of GPUs for Efficient Motion Estimation in Medical Image Sequences.
Thiyagalingam J,  Goodman D,  Schnabel JA,  Trefethen A,  Grau V,  et al. (2011)
Rabbit-specific ventricular model of cardiac electrophysiological function including specialized conduction system
Bordas R,  Gillow K,  Lou Q,  Efimov IR,  Gavaghan D,  Kohl P,  Grau V,  Rodriguez B,  et al. (2011)
Modelling of pH dynamics in brain cells after stroke.
Orlowski P,  Chappell M,  Park CS,  Grau V,  Payne S,  et al. (2011)
Real-time 3D fusion echocardiography.
Szmigielski C,  Rajpoot K,  Grau V,  Myerson SG,  Holloway C,  Noble JA,  Kerber R,  Becher H,  et al. (2010)
Development of an anatomically detailed MRI-derived rabbit ventricular model and assessment of its impact on simulations of electrophysiological function.
Bishop MJ,  Plank G,  Burton RAB,  Schneider JE,  Gavaghan DJ,  Grau V,  Kohl P,  et al. (2010)
The systems biology approach to drug development: application to toxicity assessment of cardiac drugs.
Rodriguez B,  Burrage K,  Gavaghan D,  Grau V,  Kohl P,  Noble D,  et al. (2010)
Parallel Simulation for Parameter Estimation of Optical Tissue Properties
Duta M,  Thiyagalingam J,  Trefethen A,  Goyal A,  Grau V,  Smith N,  et al. (2010)
Integrated approach for the study of anatomical variability in the cardiac Purkinje system: from high resolution MRI to electrophysiology simulation.
Bordas R,  Grau V,  Burton RB,  Hales P,  Schneider JE,  Gavaghan D,  Kohl P,  Rodriguez B,  et al. (2010)
Cardiac valve annulus manual segmentation using computer assisted visual feedback in three-dimensional image data.
Casero R,  Burton RAB,  Quinn T,  Bollensdorff C,  Hales P,  Schneider JE,  Kohl P,  Grau V,  et al. (2010)
Towards High-Resolution Cardiac Atlases: Ventricular Anatomy Descriptors for a Standardized Reference Frame
Casero R,  Burton RAB,  Quinn TA,  Bolensdorff C,  Hales P,  Schneider JE,  Kohl P,  Grau V,  et al. (2010)
Cardiac valve annulus manual segmentation using computer assisted visual feedback in three-dimensional image data.
Casero R,  Burton RAB,  Quinn T,  Bollensdorff C,  Hales P,  Schneider JE,  Kohl P,  Grau V,  et al. (2010)
Multiview RT3D Echocardiography Image Fusion
Rajpoot K,  Noble JA,  Grau V,  Szmigielski C,  Becher H,  et al. (2009)
Generation of histo-anatomically representative models of the individual heart: tools and application.
Plank G,  Burton RAB,  Hales P,  Bishop M,  Mansoori T,  Bernabeu MO,  Garny A,  Prassl AJ,  Bollensdorff C,  Mason F,  Mahmood F,  Rodriguez B,  Grau V,  Schneider JE,  Gavaghan D,  Kohl P,  et al. (2009)
Intramural spatial variation of optical tissue properties measured with fluorescence microsphere images of porcine cardiac tissue.
Goyal A,  van den Wijngaard J,  van Horssen P,  Grau V,  Spaan J,  Smith N,  et al. (2009)
ASSESSING THE RELATIVE INFLUENCE OF VASCULAR BRANCHING STRUCTURE ON PULMONARY BLOOD FLOW DISTRIBUTION VIA COMPUTATIONAL MODELS
Doel T,  Burrowes KS,  Whiteley JP,  Grau V,  Gavaghan DJ,  et al. (2009)
Comparison of Rule-Based and DTMRI-Derived Fibre Architecture in a Whole Rat Ventricular Computational Model
Bishop MJ,  Hales P,  Plank G,  Gavaghan DJ,  Scheider J,  Grau V,  et al. (2009)
The Role of Blood Vessels in Rabbit Propagation Dynamics and Cardiac Arrhythmias
Gibb M,  Bishop M,  Burton R,  Kohl P,  Grau V,  Plank G,  Rodriguez B,  et al. (2009)
Automatically generated, anatomically accurate meshes for cardiac electrophysiology problems.
Prassl AJ,  Kickinger F,  Ahammer H,  Grau V,  Schneider JE,  Hofer E,  Vigmond EJ,  Trayanova NA,  Plank G,  et al. (2009)
Trabecular microarchitecture in cervical vertebrae
Manzanares Cespedes M,  Vallespi G,  Herrera M,  Grau V,  Erades D,  et al. (2009)
Remodeling of the connective tissue microarchitecture of the lamina cribrosa in early experimental glaucoma.
Roberts MD,  Grau V,  Grimm J,  Reynaud J,  Bellezza AJ,  Burgoyne CF,  Downs JC,  et al. (2009)
Intramural spatial variation of optical tissue properties measured with fluorescence microsphere images of porcine cardiac tissue
Goyal A,  Van Den Wijngaard J,  Van Horssen P,  Grau V,  Spaan J,  Smitha N,  et al. (2009)
Bacterial cell identification in differential interference contrast microscopy images
Obara B,  Roberts MA,  Armitage J,  Grau V,  et al. (2009)
Effect of Fibre Orientation Optimisation in an Electromechanical Model of Left Ventricular Contraction in Rat
Carapella V,  Bordas R,  Pathmanathan P,  Schneider JE,  Kohl P,  Burrage K,  Grau V,  et al. (2009)
Assessing the Relative Influence of Branching Structure on Pulmonary Blood Flow with Computational Models.
Doel T,  Burrowes K,  Whiteley J,  Grau V,  Gavaghan D,  et al. (2009)
Integrated approach for the study of anatomical variability in the cardiac Purkinje system: from high resolution MRI to electrophysiology simulation.
Bordas R,  Grau V,  Burton RB,  Hales P,  Schneider JE,  Gavaghan D,  Kohl P,  Rodriguez B,  et al. (2009)
High performance computer simulations of cardiac electrical function based on high resolution MRI datasets
Plotkowiak M,  Rodriguez B,  Plank G,  Schneider JE,  Gavaghan D,  Kohl P,  Grau V,  et al. (2008)
Registration of multiview real-time 3-D echocardiographic sequences.
Grau V,  Becher H,  Noble JA,  et al. (2007)
New fusion technique significantly improves image quality and completeness of datasets in real time 3 dimensional echocardiography
Szmigielski C,  Grau V,  Hoeschen M,  Noble JA,  Kerber R,  Becher H,  et al. (2007)
An iterative method for registration of high-resolution cardiac histoanatomical and MRI images
Mansoori T,  Plank G,  Burton R,  Schneider J,  Kohl P,  Gavaghan D,  Grau V,  et al. (2007)
3D visualization of cardiac anatomical MRI data with para-cellular resolution.
Goodyer CE,  Grau V,  Mansoori T,  Schneider JE,  Brodlie KW,  Kohl P,  et al. (2007)
An automatic colour-based computer vision algorithm for tracking the position of piglets
Navarro Jover JM,  Alcañiz Raya M,  Balasch S,  Moreno JR,  Torres A,  Gomez V,  Grau Colomer V,  et al. (2007)
Motion-guided anisotropic filtering of ultrasound sequences
Grau V,  Noble JA,  et al. (2006)
Three-dimensional models of individual cardiac histoanatomy: tools and challenges.
Burton RAB,  Plank G,  Schneider JE,  Grau V,  Ahammer H,  Keeling SL,  Lee J,  Smith NP,  Gavaghan D,  Trayanova N,  Kohl P,  et al. (2006)
Phase-based registration of multi-view real-time three-dimensional echocardiographic sequences.
Grau V,  Becher H,  Noble JA,  et al. (2005)
Improved watershed transform for medical image segmentation using prior information.
Grau V,  Mewes AUJ,  Alcañiz M,  Kikinis R,  Warfield SK,  et al. (2004)
Segmentation of connective tissue in the optic nerve head using an anisotropic Markov random field
Grau V,  Downs JC,  Burgoyne CF,  et al. (2004)
A new multilevel inverter topology.
Ceglia G,  Grau V,  Guzman V,  Sanchez C,  Ibanez F,  Walter J,  Millan A,  Gimenez MI,  et al. (2004)
The Gamma Functional Navigator
Benlloch JM,  Alcaniz M,  Escat B,  Fernandez MM,  Gimenez M,  Gomez R,  Grau V,  Lerche C,  Palmero JL,  Pavon N,  Rafecas M,  Sanchez F,  Vera D,  et al. (2004)
Hierarchical image segmentation using a correspondence with a tree model
Grau V,  Raya MA,  Monserrat C,  Juan MC,  Marti-Bonmati L,  et al. (2004)
GeRTiSS: Generic Real Time Surgery Simulation.
Alcañiz M,  Monserrat C,  Meier U,  Juan MC,  Grau V,  Gil JA,  et al. (2003)
Cortical gray matter segmentation using an improved watershed transform
Grau V,  Kikinis R,  Alcaniz M,  Warfield SK,  et al. (2003)
GeRTiSS: A generic multi-model surgery simulator
Monserrat C,  Lopez O,  Meier U,  Alcaniz M,  Juan C,  Grau V,  et al. (2003)
Performance tests of a medical mini gamma-camera (summary)
Benlloch JM,  Escat B,  Fernandez M,  Gimenez M,  Kadi-Hanifi D,  Lerche CW,  Pavon N,  Porras E,  Ruiz JA,  Sanchez F,  Alcaniz M,  Cerda J,  Grau V,  Sebastia A,  et al. (2003)
Matching system of the Schaltenbrand's brain atlas
Lausuch I,  Juan MC,  Alcaniz M,  Monserrat C,  Grau V,  et al. (2003)
Virtual food in virtual environments for the treatment of eating disorders.
Lozano JA,  Alcañiz M,  Gil JA,  Moserrat C,  Juán MC,  Grau V,  Varvaró H,  et al. (2002)
The Gamma Functional Navigator
Benlloch JM,  Alcañiz M,  Escat B,  Fernández M,  Giménez M,  Gómez R,  Grau V,  Lerche C,  Palmero JL,  Pavón N,  Rafecas M,  Sánchez F,  Vera D,  et al. (2002)
Supervoxels for graph cuts-based deformable image registration using guided image filtering
Szmul A,  Papiez BW,  Hallack A,  Grau V,  Schnabel JA,  et al. (2001)
Automatic localization of cephalometric Landmarks.
Grau V,  Alcañiz M,  Juan MC,  Monserrat C,  Knoll C,  et al. (2001)
Medical image segmentation using a tree model
Grau V,  Alcaniz M,  Monserrat C,  Juan MC,  Gil JA,  et al. (2001)
Digital microscope with augmented reality for neurosurgery
Varvaro H,  Juan-Lizandra MC,  Alcañiz M,  Monserrat C,  Grau V,  Gil JA,  et al. (2001)
3D surgery trainer with force feedback in minimally invasive surgery
Meier U,  Garcı́a FJ,  Parr NC,  Monserrat C,  Gil JA,  Grau V,  Juan MC,  Alcañiz M,  et al. (2001)
Classification of amyloid PET images using novel features for early diagnosis of Alzheimer’s disease and mild cognitive impairment conversion
Yan Y,  Somer E,  Grau V,  et al. (2001)
A new efficient method for 3D registration using human brain atlases.
Juan MC,  Alcañiz M,  Hernández V,  Montesinos A,  Barcia JL,  Monserrat C,  Grau V,  et al. (2000)
Multiresolution segmentation of three-dimensional medical images using mathematical morphology techniques.
Grau V,  Alcañiz M,  Knoll C,  Juan MC,  Monserrat C,  et al. (2000)
Computer-aided periodontal disease diagnosis using computer vision.
Juan MC,  Alcañiz M,  Monserrat C,  Grau V,  Knoll C,  et al. (1999)
Interactive image-guided surgery system with high-performance computing capabilities on low-cost workstations: a prototype.
Roldan P,  Barcia-Salorio JL,  Talamantes F,  Alcañiz M,  Grau V,  Monserrat C,  Juan C,  et al. (1999)
HIPERCIR: A low-cost high-performance 3D radiology image analysis system
Blanquer I,  Hernandez V,  Ramirez J,  Vidal A,  Alcaniz M,  Grau V,  Monserrat C,  Concepcion L,  Marti-Bonmati L,  et al. (1999)
Multiresolution segmentation of medical images using shape-restricted snakes
Knoll C,  Alcaniz M,  Monserrat C,  Grau V,  Juan MC,  et al. (1999)
An advanced system for the simulation and planning of orthodontic treatment.
Alcañiz M,  Montserrat C,  Grau V,  Chinesta F,  Ramón A,  Albalat S,  et al. (1998)
An advanced system for the simulation and planning of orthodontic treatments
Alcaniz M,  Chinesta F,  Monserrat C,  Grau V,  Ramon A,  et al. (1996)
An artificial intelligence approach for automatic interpretation of maxillofacial CT images
Alcaniz M,  Grau V,  Knoll C,  Juan MC,  Monserrat C,  Albalat S,  et al. (1996)
Review of automatic pulmonary lobe segmentation methods from CT.
Doel T,  Gavaghan DJ,  Grau V,  et al. ()
Segmentation of vasculature from fluorescently labeled endothelial cells in multi-photon microscopy images
Bates R,  Irving B,  Markelc B,  Kaeppler J,  Brown G,  Muschel RJ,  Brady M,  Grau V,  Schnabel JA,  et al. ()
Multi-Modality Cardiac Image Computing: A Survey
Li L,  Ding W,  Huang L,  Zhuang X,  Grau V,  et al. ()
Deep Computational Model for the Inference of Ventricular Activation Properties
Li L,  Camps J,  Banerjee A,  Beetz M,  Rodriguez B,  Grau V,  et al. ()
A New System for 3D Planning of Orthodontic Treatment and 3D Tooth Movement Simulation
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