| 2026 | WACV | AortaDiff: A Unified Multitask Diffusion Framework for Contrast-Free AAA Imaging. | Yuxuan Ou, Ning Bi, Jiazheng Pan, Jiancheng Yang, Boliang Yu, Usama Zidan, Regent Lee, Vicente Grau |
| 2025 | AAAI | 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 |
| 2025 | ACL | 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 |
| 2025 | MICCAI | 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 |
| 2025 | MICCAI | From Transthoracic to Transesophageal: Cross-Modality Generation Using LoRA Diffusion. | Emmanuel Oladokun, Yuxuan Ou, Anna Novikova, Daria P. Kulikova, Sarina Thomas, Jurica Sprem, Vicente Grau |
| 2025 | MICCAI | An Anatomical Significance-Aware Architecture for Explainable Myocardial Infarction Prediction via Multi-task Learning. | Jiachuan Peng, Marcel Beetz, Abhirup Banerjee, Min Chen, Vicente Grau |
| 2025 | MICCAI | EchoAdapter: Adapting Pretrained Image Diffusion Models for Cardiac Ultrasound Video Generation. | Junde Wu, Renee Miller, Jurica Sprem, Vicente Grau |
| 2025 | WACV | 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 |
| 2024 | MICCAI | Single-Source Domain Generalization for Coronary Vessels Segmentation in X-Ray Angiography. | Mohammad Z. Atwany, Mojtaba Lashgari, Robin P. Choudhury, Vicente Grau, Abhirup Banerjee |
| 2023 | MICCAI | Multi-objective Point Cloud Autoencoders for Explainable Myocardial Infarction Prediction. | Marcel Beetz, Abhirup Banerjee, Vicente Grau |
| 2023 | MICCAI | Transesophageal Echocardiography Generation Using Anatomical Models. | Emmanuel Oladokun, Musa Abdulkareem, Jurica Sprem, Vicente Grau |
| 2020 | MICCAI | 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 |
| 2019 | MICCAI | Left Ventricle Quantification with Cardiac MRI: Deep Learning Meets Statistical Models of Deformation. | Jorge Corral Acero, Hao Xu, Ernesto Zacur, Jrgen E. Schneider, Pablo Lamata, Alfonso Bueno-Orovio, Vicente Grau |
| 2019 | MICCAI | Conditional Generative Adversarial Networks for the Prediction of Cardiac Contraction from Individual Frames. | Julius Ossenberg-Engels, Vicente Grau |
| 2018 | MICCAI | Automated Motion Correction and 3D Vessel Centerlines Reconstruction from Non-simultaneous Angiographic Projections. | Abhirup Banerjee, Rajesh K. Kharbanda, Robin Choudhury, Vicente Grau |
| 2018 | MICCAI | Super Resolution of Cardiac Cine MRI Sequences Using Deep Learning. | Nicolas Basty, Vicente Grau |
| 2018 | MICCAI | 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 |
| 2018 | MICCAI | ISACHI: Integrated Segmentation and Alignment Correction for Heart Images. | Benjamin Villard, Ernesto Zacur, Vicente Grau |
| 2018 | MICCAI | Calculation of Anatomical and Functional Metrics Using Deep Learning in Cardiac MRI: Comparison Between Direct and Segmentation-Based Estimation. | Hao Xu, Jrgen E. Schneider, Vicente Grau |
| 2018 | MICCAI | Generation of Amyloid PET Images via Conditional Adversarial Training for Predicting Progression to Alzheimer's Disease. | Yu Yan, Hoileong Lee, Edward Somer, Vicente Grau |
| 2017 | MICCAI | Reconstruction of 3D Cardiac MR Images from 2D Slices Using Directional Total Variation. | Nicolas Basty, Darryl McClymont, Irvin Teh, Jrgen E. Schneider, Vicente Grau |
| 2017 | MICCAI | Learning-Based Multi-atlas Segmentation of the Lungs and Lobes in Proton MR Images. | Hoileong Lee, Tahreema N. Matin, Fergus Gleeson, Vicente Grau |
| 2017 | MICCAI | MRI-Based Heart and Torso Personalization for Computer Modeling and Simulation of Cardiac Electrophysiology. | Ernesto Zacur, Ana Minchol, Benjamin Villard, Valentina Carapella, Rina Ariga, Blanca Rodrguez, Vicente Grau |
| 2016 | CVPR | 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 |
| 2016 | MICCAI | Left-Ventricle Basal Region Constrained Parametric Mapping to Unitary Domain. | Antoni Gurgu, Debora Gil, Vicente Grau, Enric Mart |
| 2016 | MICCAI | Orientation-Sensitive Overlap Measures for the Validation of Medical Image Segmentations. | Tasos Papastylianou, Erica Dall' Armellina, Vicente Grau |
| 2016 | MICCAI | Non-local Graph-Based Regularization for Deformable Image Registration. | Bartlomiej W. Papiez, Adam Szmul, Vicente Grau, J. Michael Brady, Julia A. Schnabel |
| 2016 | MICCAI | Myocardial Scar Quantification Using SLIC Supervoxels - Parcellation Based on Tissue Characteristic Strains. | Iulia A. Popescu, Benjamin Irving, Alessandra Borlotti, Erica Dall' Armellina, Vicente Grau |
| 2016 | MICCAI | Correction of Slice Misalignment in Multi-breath-hold Cardiac MRI Scans. | Benjamin Villard, Ernesto Zacur, Erica Dall' Armellina, Vicente Grau |
| 2015 | MICCAI | Myocardial Infarction Detection from Left Ventricular Shapes Using a Random Forest. | Jack Allen, Ernesto Zacur, Erica Dall' Armellina, Pablo Lamata, Vicente Grau |
| 2010 | EuroPar | Parallel Simulation for Parameter Estimation of Optical Tissue Properties. | Mihai C. Duta, Jeyarajan Thiyagalingam, Anne E. Trefethen, Ayush Goyal, Vicente Grau, Nic Smith |
| 2010 | MICCAI | Towards High-Resolution Cardiac Atlases: Ventricular Anatomy Descriptors for a Standardized Reference Frame. | Ramn Casero, Rebecca Burton, T. Alexander Quinn, Christian Bollensdorff, Patrick Hales, Jrgen E. Schneider, Peter Kohl, Vicente Grau |
| 2009 | MICCAI | 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 |
| 2008 | ICCS | High Performance Computer Simulations of Cardiac Electrical Function Based on High Resolution MRI Datasets. | Michal Plotkowiak, Blanca Rodrguez, Gernot Plank, Jrgen E. Schneider, David Gavaghan, Peter Kohl, Vicente Grau |
| 2006 | MICCAI | Phase-Based Registration of Multi-view Real-Time Three-Dimensional Echocardiographic Sequences. | Vicente Grau, Harald Becher, J. Alison Noble |
| 2005 | MICCAI | Adaptive Multiscale Ultrasound Compounding Using Phase Information. | Vicente Grau, J. Alison Noble |