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Scopus Author ID: 55397587300

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University of Oxford: Oxford, Oxfordshire, GB

(Dept. of Engineering Science; Mansfield College; Oxford e-Research Centre)
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ORCID Integration at the University of Oxford

Funding (5)

Defining Personalised Management Strategies in Patients with Abdominal Aortic Aneurysms

2021-10-17 to 2025-10-16 | Grant
UK Research and Innovation (Swindon, GB)
URL: https://app.dimensions.ai/details/grant/grant.9958143
GRANT_NUMBER: MR/V025775/1
Source: Self-asserted source
Vicente Grau via DimensionsWizard

Generation of echocardiogram images for 3D image enhancement and localisation

2020-09-30 to 2024-09-29 | Grant
Engineering and Physical Sciences Research Council (Swindon, GB)
URL: https://app.dimensions.ai/details/grant/grant.9471712
GRANT_NUMBER: 2445174
Source: Self-asserted source
Vicente Grau via DimensionsWizard

Understanding the impact of the microvasculature on quantification of fibre orientation in the heart using Diffusion Spectrum MRI and computer models

2012-10-30 to 2016-04-28 | Grant
Engineering and Physical Sciences Research Council (Swindon, GB)
URL: https://app.dimensions.ai/details/grant/grant.2753685
GRANT_NUMBER: EP/J013250/1
Source: Self-asserted source
Vicente Grau via DimensionsWizard

3D histologically-detailed reconstruction of individual beating hearts: tools and application

2011-11-01 to 2015-05-30 | Grant
Biotechnology and Biological Sciences Research Council (Swindon, GB)
URL: https://app.dimensions.ai/details/grant/grant.2773337
GRANT_NUMBER: BB/I012117/1
Source: Self-asserted source
Vicente Grau via DimensionsWizard

Mechanisms of ventricular wall deformation revealed by quantitative, imaging-based computer models incorporating sheet- and fibre-dynamics of normal and diseased heart

Grant
British Heart Foundation (London, GB)
URL: https://app.dimensions.ai/details/grant/grant.5137596
GRANT_NUMBER: NH/13/1/30238
Source: Self-asserted source
Vicente Grau via DimensionsWizard

Works (50 of 179)

Items per page:
Page 1 of 4

Solving the Inverse Problem of Electrocardiography for Cardiac Digital Twins: A Survey

IEEE Reviews in Biomedical Engineering
2025 | Journal article
DOI: 10.1109/RBME.2024.3486439
Contributors: Lei Li; Julia Camps; Blanca Rodriguez; Vicente Grau
Source: check_circle
Crossref

Deep learning based coronary vessels segmentation in X-ray angiography using temporal information

Medical Image Analysis
2025-05 | Journal article
DOI: 10.1016/j.media.2025.103496
Contributors: Haorui He; Abhirup Banerjee; Robin P. Choudhury; Vicente Grau
Source: check_circle
Crossref

Personalized topology-informed localization of standard 12-lead ECG electrode placement from incomplete cardiac MRIs for efficient cardiac digital twins

Medical Image Analysis
2025-04 | Journal article
DOI: 10.1016/j.media.2025.103472
Contributors: Lei Li; Hannah Smith; Yilin Lyu; Julia Camps; Shuang Qian; Blanca Rodriguez; Abhirup Banerjee; Vicente Grau
Source: check_circle
Crossref

Automated Coronary Vessels Segmentation in X-ray Angiography Using Graph Attention Network

2024 | Book chapter
DOI: 10.1007/978-3-031-52448-6_20
Contributors: Haorui He; Abhirup Banerjee; Robin P. Choudhury; Vicente Grau
Source: check_circle
Crossref

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

2024 | Book chapter
DOI: 10.1007/978-3-031-52448-6_16
Contributors: Jiachuan Peng; Marcel Beetz; Abhirup Banerjee; Min Chen; Vicente Grau
Source: check_circle
Crossref

Modeling 3D Cardiac Contraction and Relaxation With Point Cloud Deformation Networks

IEEE Journal of Biomedical and Health Informatics
2024 | Journal article
DOI: 10.1109/JBHI.2024.3389871
Contributors: Marcel Beetz; Abhirup Banerjee; Vicente Grau
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Crossref

Transesophageal Echocardiography Generation Using Anatomical Models

2024 | Book chapter
DOI: 10.1007/978-3-031-58171-7_5
Contributors: Emmanuel Oladokun; Musa Abdulkareem; Jurica Šprem; Vicente Grau
Source: check_circle
Crossref

NeCA: 3D Coronary Artery Tree Reconstruction from Two 2D Projections via Neural Implicit Representation

Bioengineering
2024-12-04 | Journal article
DOI: 10.3390/bioengineering11121227
Contributors: Yiying Wang; Abhirup Banerjee; Vicente Grau
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Toward Enabling Cardiac Digital Twins of Myocardial Infarction Using Deep Computational Models for Inverse Inference

IEEE Transactions on Medical Imaging
2024-07 | Journal article
DOI: 10.1109/TMI.2024.3367409
Contributors: Lei Li; Julia Camps; Zhinuo Jenny Wang; Marcel Beetz; Abhirup Banerjee; Blanca Rodriguez; Vicente Grau
Source: check_circle
Crossref

Multi-modal characterisation of cardiac function and electrophysiology in type 2 diabetes: a UK Biobank cross-sectional study

2024-06-26 | Preprint
DOI: 10.1101/2024.06.26.24309474
Contributors: Ambre Bertrand; Andrew Lewis; Julia Camps; Vicente Grau; Blanca Rodriguez
Source: check_circle
Crossref

Influence of Myocardial Infarction on QRS Properties: A Simulation Study

2023 | Book chapter
DOI: 10.1007/978-3-031-35302-4_23
Contributors: Lei Li; Julia Camps; Zhinuo Wang; Abhirup Banerjee; Blanca Rodriguez; Vicente Grau
Source: check_circle
Crossref

Multi-objective Point Cloud Autoencoders for Explainable Myocardial Infarction Prediction

2023 | Book chapter
DOI: 10.1007/978-3-031-43895-0_50
Contributors: Marcel Beetz; Abhirup Banerjee; Vicente Grau
Source: check_circle
Crossref

Multi-class point cloud completion networks for 3D cardiac anatomy reconstruction from cine magnetic resonance images

Medical Image Analysis
2023-12 | Journal article
DOI: 10.1016/j.media.2023.102975
Contributors: Marcel Beetz; Abhirup Banerjee; Julius Ossenberg-Engels; Vicente Grau
Source: check_circle
Crossref

Multi-modality cardiac image computing: A survey

Medical Image Analysis
2023-08 | Journal article
DOI: 10.1016/j.media.2023.102869
Contributors: Lei Li; Wangbin Ding; Liqin Huang; Xiahai Zhuang; Vicente Grau
Source: check_circle
Crossref

Cardiac metabolism assessed by MR spectroscopy in the heart of patients with obesity and diabetes: knowledge discovery via Bayesian networks and random forest classification

2023-06 | Preprint
DOI: 10.21203/rs.3.rs-3034585/v1
PPR: PPR673103
Contributors: Hanninger I; Levelt E; Rayner JJ; Rodgers CT; Neubauer S; Grau V; Rider OJ; Valkovič L
Source: Self-asserted source
Vicente Grau via Europe PubMed Central

Deep Learning Segmentation of the Right Ventricle in Cardiac MRI: The M&Ms Challenge.

IEEE journal of biomedical and health informatics
2023-06 | Journal article
DOI: 10.1109/jbhi.2023.3267857
PMID: 37067963
Contributors: Martin-Isla C; Campello VM; Izquierdo C; Kushibar K; Sendra-Balcells C; Gkontra P; Sojoudi A; Fulton MJ; Arega TW; Punithakumar K et al.
Source: Self-asserted source
Vicente Grau via Europe PubMed Central

A Deep Learning Approach to Visualize Aortic Aneurysm Morphology Without the Use of Intravenous Contrast Agents.

Annals of surgery
2023-01 | Journal article
DOI: 10.1097/sla.0000000000004835
PMID: 33913675
PMC: PMC8691372
Contributors: Chandrashekar A; Handa A; Lapolla P; Shivakumar N; Uberoi R; Grau V; Lee R
Source: Self-asserted source
Vicente Grau via Europe PubMed Central

Deep Computational Model for the Inference of Ventricular Activation Properties

2022 | Book chapter
DOI: 10.1007/978-3-031-23443-9_34
Contributors: Lei Li; Julia Camps; Abhirup Banerjee; Marcel Beetz; Blanca Rodriguez; Vicente Grau
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Crossref

Generating Subpopulation-Specific Biventricular Anatomy Models Using Conditional Point Cloud Variational Autoencoders

2022 | Book chapter
DOI: 10.1007/978-3-030-93722-5_9
Contributors: Marcel Beetz; Abhirup Banerjee; Vicente Grau
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Crossref

Point2Mesh-Net: Combining Point Cloud and Mesh-Based Deep Learning for Cardiac Shape Reconstruction

2022 | Book chapter
DOI: 10.1007/978-3-031-23443-9_26
Contributors: Marcel Beetz; Abhirup Banerjee; Vicente Grau
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Crossref

Predicting 3D Cardiac Deformations with Point Cloud Autoencoders

2022 | Book chapter
DOI: 10.1007/978-3-030-93722-5_24
Contributors: Marcel Beetz; Julius Ossenberg-Engels; Abhirup Banerjee; Vicente Grau
Source: check_circle
Crossref

Interpretable cardiac anatomy modeling using variational mesh autoencoders.

Frontiers in cardiovascular medicine
2022-12 | Journal article
DOI: 10.3389/fcvm.2022.983868
PMID: 36620629
PMC: PMC9813669
Contributors: Beetz M; Corral Acero J; Banerjee A; Eitel I; Zacur E; Lange T; Stiermaier T; Evertz R; Backhaus SJ; Thiele H et al.
Source: Self-asserted source
Vicente Grau via Europe PubMed Central

Automated 3D Whole-Heart Mesh Reconstruction From 2D Cine MR Slices Using Statistical Shape Model.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference
2022-07 | Journal article
DOI: 10.1109/embc48229.2022.9871327
PMID: 36086304
Contributors: Banerjee A; Zacur E; Choudhury RP; Grau V
Source: Self-asserted source
Vicente Grau via Europe PubMed Central

Automated Torso Contour Extraction from Clinical Cardiac MR Slices for 3D Torso Reconstruction.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference
2022-07 | Journal article
DOI: 10.1109/embc48229.2022.9871643
PMID: 36086129
Contributors: Smith HJ; Banerjee A; Choudhury RP; Grau V
Source: Self-asserted source
Vicente Grau via Europe PubMed Central

Multi-Domain Variational Autoencoders for Combined Modeling of MRI-Based Biventricular Anatomy and ECG-Based Cardiac Electrophysiology.

Frontiers in physiology
2022-06 | Journal article
DOI: 10.3389/fphys.2022.886723
PMID: 35755443
PMC: PMC9213788
Contributors: Beetz M; Banerjee A; Grau V
Source: Self-asserted source
Vicente Grau via Europe PubMed Central

A deep learning pipeline to simulate fluorodeoxyglucose (FDG) uptake in head and neck cancers using non-contrast CT images without the administration of radioactive tracer.

Insights into imaging
2022-03 | Journal article
DOI: 10.1186/s13244-022-01161-3
PMID: 35286501
PMC: PMC8921434
Contributors: Chandrashekar A; Handa A; Ward J; Grau V; Lee R
Source: Self-asserted source
Vicente Grau via Europe PubMed Central

Understanding and Improving Risk Assessment After Myocardial Infarction Using Automated Left Ventricular Shape Analysis.

JACC. Cardiovascular imaging
2022-01 | Journal article
DOI: 10.1016/j.jcmg.2021.11.027
PMID: 35033494
PMC: PMC9444994
Contributors: Corral Acero J; Schuster A; Zacur E; Lange T; Stiermaier T; Backhaus SJ; Thiele H; Bueno-Orovio A; Lamata P; Eitel I et al.
Source: Self-asserted source
Vicente Grau via Europe PubMed Central

Optimised Misalignment Correction from Cine MR Slices Using Statistical Shape Model

2021 | Book chapter
DOI: 10.1007/978-3-030-80432-9_16
Contributors: Abhirup Banerjee; Ernesto Zacur; Robin P. Choudhury; Vicente Grau
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Crossref

A completely automated pipeline for 3D reconstruction of human heart from 2D cine magnetic resonance slices.

Philosophical transactions. Series A, Mathematical, physical, and engineering sciences
2021-10 | Journal article
DOI: 10.1098/rsta.2020.0257
PMID: 34689630
PMC: PMC8543046
Contributors: Banerjee A; Camps J; Zacur E; Andrews CM; Rudy Y; Choudhury RP; Rodriguez B; Grau V
Source: Self-asserted source
Vicente Grau via Europe PubMed Central

Emerging artificial intelligence applications in liver magnetic resonance imaging.

World journal of gastroenterology
2021-10 | Journal article
DOI: 10.3748/wjg.v27.i40.6825
PMID: 34790009
PMC: PMC8567471
Contributors: Hill CE; Biasiolli L; Robson MD; Grau V; Pavlides M
Source: Self-asserted source
Vicente Grau via Europe PubMed Central

Left Ventricle Quantification Challenge: A Comprehensive Comparison and Evaluation of Segmentation and Regression for Mid-Ventricular Short-Axis Cardiac MR Data

IEEE Journal of Biomedical and Health Informatics
2021-09 | Journal article
DOI: 10.1109/JBHI.2021.3064353
Contributors: Wufeng Xue; Jiahui Li; Zhiqiang Hu; Eric Kerfoot; James Clough; Ilkay Oksuz; Hao Xu; Vicente Grau; Fumin Guo; Matthew Ng et al.
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Crossref

Inference of ventricular activation properties from non-invasive electrocardiography.

Medical image analysis
2021-06 | Journal article
DOI: 10.1016/j.media.2021.102143
PMID: 34271532
PMC: PMC8505755
Contributors: Camps J; Lawson B; Drovandi C; Minchole A; Wang ZJ; Grau V; Burrage K; Rodriguez B
Source: Self-asserted source
Vicente Grau via Europe PubMed Central

Phenotyping of Klf14 mouse white adipose tissue enabled by whole slide segmentation with deep neural networks

2021-06-04 | Other
DOI: 10.1101/2021.06.03.444997
Contributors: Ramón Casero; Henrik Westerberg; Neil R Horner; Marianne Yon; Alan Aberdeen; Vicente Grau; Roger D Cox; Jens Rittscher; Ann-Marie Mallon
Source: check_circle
Crossref

Prediction of Abdominal Aortic Aneurysm Growth Using Geometric Assessment of Computerized Tomography Images Acquired During the Aneurysm Surveillance Period.

Annals of surgery
2020-12 | Journal article
DOI: 10.1097/sla.0000000000004711
PMID: 33630463
PMC: PMC8691375
Contributors: Chandrashekar A; Handa A; Lapolla P; Shivakumar N; Ngetich E; Grau V; Regent Lee
Source: Self-asserted source
Vicente Grau via Europe PubMed Central

The 'Digital Twin' to enable the vision of precision cardiology.

European heart journal
2020-12 | Journal article
DOI: 10.1093/eurheartj/ehaa159
PMID: 32128588
PMC: PMC7774470
Contributors: Corral-Acero J; Margara F; Marciniak M; Rodero C; Loncaric F; Feng Y; Gilbert A; Fernandes JF; Bukhari HA; Wajdan A et al.
Source: Self-asserted source
Vicente Grau via Europe PubMed Central

A Deep Learning Pipeline to Automate High-Resolution Arterial Segmentation With or Without Intravenous Contrast.

Annals of surgery
2020-11 | Journal article
DOI: 10.1097/sla.0000000000004595
PMID: 33234786
PMC: PMC9645535
Contributors: Chandrashekar A; Handa A; Shivakumar N; Lapolla P; Uberoi R; Grau V; Lee R
Source: Self-asserted source
Vicente Grau via Europe PubMed Central

Point-Cloud Method for Automated 3D Coronary Tree Reconstruction From Multiple Non-Simultaneous Angiographic Projections

IEEE Transactions on Medical Imaging
2020-04 | Journal article
DOI: 10.1109/TMI.2019.2944092
Contributors: Abhirup Banerjee; Francesca Galassi; Ernesto Zacur; Giovanni Luigi De Maria; Robin P. Choudhury; Vicente Grau
Source: check_circle
Crossref

Sensitivity analysis of a strongly-coupled human-based electromechanical cardiac model: Effect of mechanical parameters on physiologically relevant biomarkers.

Computer methods in applied mechanics and engineering
2020-04 | Journal article
DOI: 10.1016/j.cma.2019.112762
PMID: 32565583
PMC: PMC7299076
Contributors: Levrero-Florencio F; Margara F; Zacur E; Bueno-Orovio A; Wang ZJ; Santiago A; Aguado-Sierra J; Houzeaux G; Grau V; Kay D et al.
Source: Self-asserted source
Vicente Grau via Europe PubMed Central

Automated localization and quality control of the aorta in cine CMR can significantly accelerate processing of the UK Biobank population data

PLoS ONE
2019 | Journal article
DOI: 10.1371/journal.pone.0212272
EID:

2-s2.0-85061559853
Contributors: Biasiolli, L.; Hann, E.; Lukaschuk, E.; Carapella, V.; Paiva, J.M.; Aung, N.; Rayner, J.J.; Werys, K.; Fung, K.; Puchta, H. et al.
Source: Self-asserted source
Vicente Grau via Scopus - Elsevier

Automated Motion Correction and 3D Vessel Centerlines Reconstruction from Non-simultaneous Angiographic Projections

2019 | Book chapter
DOI: 10.1007/978-3-030-12029-0_2
Contributors: Abhirup Banerjee; Rajesh K. Kharbanda; Robin P. Choudhury; Vicente Grau
Source: check_circle
Crossref

Classification of amyloid PET images using novel features for early diagnosis of Alzheimer's disease and mild cognitive impairment conversion

Nuclear medicine communications
2019 | Journal article
DOI: 10.1097/MNM.0000000000000953
EID:

2-s2.0-85061592908
Contributors: Yan, Y.; Somer, E.; Grau, V.
Source: Self-asserted source
Vicente Grau via Scopus - Elsevier

Optimized Rigid Motion Correction from Multiple Non-simultaneous X-Ray Angiographic Projections

2019 | Book chapter
DOI: 10.1007/978-3-030-34872-4_7
Contributors: Abhirup Banerjee; Robin P. Choudhury; Vicente Grau
Source: check_circle
Crossref

MRI-Based Computational Torso/Biventricular Multiscale Models to Investigate the Impact of Anatomical Variability on the ECG QRS Complex.

Frontiers in physiology
2019-08 | Journal article
DOI: 10.3389/fphys.2019.01103
PMID: 31507458
PMC: PMC6718559
Contributors: Mincholé A; Zacur E; Ariga R; Grau V; Rodriguez B
Source: Self-asserted source
Vicente Grau via Europe PubMed Central

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

Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society
2019-04 | Journal article
DOI: 10.1016/j.compmedimag.2019.04.002
PMID: 31009928
Contributors: Szmul A; Matin T; Gleeson FV; Schnabel JA; Grau V; Papież BW
Source: Self-asserted source
Vicente Grau via Europe PubMed Central

3D reconstruction of coronary arteries from 2D angiographic projections using non-uniform rational basis splines (NURBS) for accurate modelling of coronary stenoses.

PloS one
2018 | Journal article
DOI: 10.1371/journal.pone.0190650
PMID: 29298341
PMC: PMC5752011
Contributors: Galassi F; Alkhalil M; Lee R; Martindale P; Kharbanda RK; Channon KM; Grau V; Choudhury RP
Source: Self-asserted source
Vicente Grau via Europe PubMed Central
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Electrocardiogram phenotypes in hypertrophic cardiomyopathy caused by distinct mechanisms: Apico-basal repolarization gradients vs. Purkinje-myocardial coupling abnormalities

Europace
2018 | Journal article
DOI: 10.1093/europace/euy226
EID:

2-s2.0-85057169840
Contributors: Lyon, A.; Bueno-Orovio, A.; Zacur, E.; Ariga, R.; Grau, V.; Neubauer, S.; Watkins, H.; Rodriguez, B.; Mincholé, A.
Source: Self-asserted source
Vicente Grau via Scopus - Elsevier

Regional lung ventilation estimation based on supervoxel tracking

Progress in Biomedical Optics and Imaging - Proceedings of SPIE
2018 | Conference paper
DOI: 10.1117/12.2293833
EID:

2-s2.0-85050696221
Contributors: Szmul, A.; Papiez, B.W.; Matin, T.; Gleeson, F.V.; Schnabel, J.A.; Grau, V.
Source: Self-asserted source
Vicente Grau via Scopus - Elsevier

Super resolution of cardiac cine MRI sequences using deep learning

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2018 | Book
DOI: 10.1007/978-3-030-00946-5_3
EID:

2-s2.0-85053916724
Contributors: Basty, N.; Grau, V.
Source: Self-asserted source
Vicente Grau via Scopus - Elsevier

XeMRI to CT lung image registration enhanced with personalized 4DCT-derived motion model

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2018 | Book
DOI: 10.1007/978-3-030-00946-5_26
EID:

2-s2.0-85053896081
Contributors: Szmul, A.; Matin, T.; Gleeson, F.V.; Schnabel, J.A.; Grau, V.; Papież, B.W.
Source: Self-asserted source
Vicente Grau via Scopus - Elsevier

A combined image-modelling approach assessing the impact of hyperinflation due to emphysema on regional ventilation–perfusion matching

Computer Methods in Biomechanics and Biomedical Engineering: Imaging and Visualization
2017 | Journal article
DOI: 10.1080/21681163.2015.1023358
EID:

2-s2.0-85015316232
Contributors: Burrowes, K.S.; Doel, T.; Kim, M.; Vargas, C.; Roca, J.; Grau, V.; Kay, D.
Source: Self-asserted source
Vicente Grau via Scopus - Elsevier
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