Vicente Grau

Professor of Biomedical Image Analysis, University of Oxford

Joined

April 2018

Names

Vicente Grau

Emails

****@eng.ox.ac.uk (Confirmed)

Personal Links

Career & Education History

Professor of Biomedical Image Analysis

University of Oxford (ox.ac.uk)

2015 – 2038

PhD student

Universidad Politécnica de Valencia (upv.es)

1994 – 2000

Advisors, Relations & Conflicts

Coauthor

Regent Lee

2018 – 2025

Expertise

Medical image analysis

1996 – 2025

Publications

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
- CoRR 2025
- Readers: Everyone
Large Language Model-Informed ECG Dual Attention Network for Heart Failure Risk Prediction
Chen Chen, Lei Li, Marcel Beetz, Abhirup Banerjee, Ramneek Gupta, Vicente Grau
- IEEE Trans. Big Data 2025
- Readers: Everyone
From Gaze to Insight: Bridging Human Visual Attention and Vision Language Model Explanation for Weakly-Supervised Medical Image Segmentation
Jingkun Chen, Haoran Duan, Xiao Zhang, Boyan Gao, Tao Tan, Vicente Grau, Jungong Han
- CoRR 2025
- Readers: Everyone
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, Abhirup Banerjee, Vicente Grau, Blanca Rodríguez
- CoRR 2025
- Readers: Everyone
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
- Readers: Everyone
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
- Readers: Everyone
Unsupervised Patch-GAN with Targeted Patch Ranking for Fine-Grained Novelty Detection in Medical Imaging
Jingkun Chen, Guang Yang, Xiao Zhang, Jingchao Peng, Tianlu Zhang, Jianguo Zhang, Jungong Han, Vicente Grau
- CoRR 2025
- Readers: Everyone
Contrast-Free Myocardial Scar Segmentation in Cine MRI using Motion and Texture Fusion
Guang Yang, Jingkun Chen, Xicheng Sheng, Shan Yang, Xiahai Zhuang, Betty Raman, Lei Li, Vicente Grau
- CoRR 2025
- Readers: Everyone
Personalized topology-informed localization of standard 12-lead ECG electrode placement from incomplete cardiac MRIs for efficient cardiac digital twins
Lei Li, Hannah J. Smith, Yilin Lyu, Julià Camps, Shuang Qian, Blanca Rodríguez, Abhirup Banerjee, Vicente Grau
- Medical Image Anal. 2025
- Readers: Everyone
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
- Readers: Everyone

View all 153 publications

Co-Authors

View all 323 co-authors