Vicente Grau - RankMe

163 papers A 2B 1Journal 75Unranked 85

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	AEM: An interpretable multi-task multi-modal framework for cardiac disease prediction. Medical Image Anal. Jiachuan Peng, Marcel Beetz, Abhirup Banerjee, Min Chen, Vicente Grau
2026	J	`jnl`	An automated computational pipeline for generating large-scale cohorts of patient-specific ventricular models in electromechanical in silico trials. Comput. Methods Programs Biomed. 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
2026	J	`jnl`	Balancing light and shadow: Multi-modal image exposure restoration via frequency-phase-driven RGB-IR integration. Inf. Fusion Jingkun Chen, Jingchao Peng, Junde Wu, Tianlu Zhang, Thomas Bashford-Rogers, Kurt Debattista, Vicente Grau, Jungong Han
2026	J	`jnl`	EchoLVFM: One-Step Video Generation via Latent Flow Matching for Echocardiogram Synthesis. CoRR Emmanuel Oladokun, Sarina Thomas, Jurica Sprem, Vicente Grau
2026	J	`jnl`	From Gaze to Insight: Bridging Human Visual Attention and Vision Language Model Explanation for Weakly-Supervised Medical Image Segmentation. IEEE Trans. Medical Imaging Jingkun Chen, Haoran Duan, Xiao Zhang, Boyan Gao, Vicente Grau, Jungong Han
2025	J	`jnl`	3D Cardiac Anatomy Generation Using Mesh Latent Diffusion Models. CoRR Jolanta Mozyrska, Marcel Beetz, Luke Melas-Kyriazi, Vicente Grau, Abhirup Banerjee, Alfonso Bueno-Orovio
2025	J	`jnl`	3D cardiac shape analysis with variational point cloud autoencoders for myocardial infarction prediction and virtual heart synthesis. Comput. Medical Imaging Graph. Marcel Beetz, Abhirup Banerjee, Lei Li, Julià Camps, Blanca Rodríguez, Vicente Grau
2025	—	`conf`	An Anatomical Significance-Aware Architecture for Explainable Myocardial Infarction Prediction via Multi-task Learning. MICCAI (14) Jiachuan Peng, Marcel Beetz, Abhirup Banerjee, Min Chen, Vicente Grau
2025	J	`jnl`	An Automated Computational Pipeline for Generating Large-Scale Cohorts of Patient-Specific Ventricular Models in Electromechanical In Silico Trials. CoRR 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
2025	J	`jnl`	AngioDG: Interpretable Channel-informed Feature-modulated Single-source Domain Generalization for Coronary Vessel Segmentation in X-ray Angiography. CoRR Mohammad Z. Atwany, Mojtaba Lashgari, Robin P. Choudhury, Vicente Grau, Abhirup Banerjee
2025	J	`jnl`	AortaDiff: A Unified Multitask Diffusion Framework For Contrast-Free AAA Imaging. CoRR Yuxuan Ou, Ning Bi, Jiazhen Pan, Jiancheng Yang, Boliang Yu, Usama Zidan, Regent Lee, Vicente Grau
2025	—	`conf`	Contrast-Free Myocardial Scar Segmentation in Cine MRI using Motion and Texture Fusion. ISBI Guang Yang, Jingkun Chen, Xicheng Sheng, Shan Yang, Xiahai Zhuang, Betty Raman, Lei Li, Vicente Grau
2025	J	`jnl`	Contrast-Free Myocardial Scar Segmentation in Cine MRI using Motion and Texture Fusion. CoRR Guang Yang, Jingkun Chen, Xicheng Sheng, Shan Yang, Xiahai Zhuang, Betty Raman, Lei Li, Vicente Grau
2025	J	`jnl`	Deep conditional generative model for personalization of 12-lead electrocardiograms and cardiovascular risk prediction. Frontiers Digit. Health Yuling Sang, Abhirup Banerjee, Marcel Beetz, Vicente Grau
2025	J	`jnl`	Deep learning based coronary vessels segmentation in X-ray angiography using temporal information. Medical Image Anal. Haorui He, Abhirup Banerjee, Robin P. Choudhury, Vicente Grau
2025	A	`conf`	DeepCA: Deep Learning-Based 3D Coronary Artery Tree Reconstruction from Two 2D Non-Simultaneous X-Ray Angiography Projections. WACV Yiying Wang, Abhirup Banerjee, Robin P. Choudhury, Vicente Grau
2025	—	`conf`	EchoAdapter: Adapting Pretrained Image Diffusion Models for Cardiac Ultrasound Video Generation. DGM4MICCAI@MICCAI Junde Wu, Renee Miller, Jurica Sprem, Vicente Grau
2025	J	`jnl`	From Gaze to Insight: Bridging Human Visual Attention and Vision Language Model Explanation for Weakly-Supervised Medical Image Segmentation. CoRR Jingkun Chen, Haoran Duan, Xiao Zhang, Boyan Gao, Tao Tan, Vicente Grau, Jungong Han
2025	—	`conf`	From Transthoracic to Transesophageal: Cross-Modality Generation Using LoRA Diffusion. ASMUS@MICCAI Emmanuel Oladokun, Yuxuan Ou, Anna Novikova, Daria P. Kulikova, Sarina Thomas, Jurica Sprem, Vicente Grau
2025	J	`jnl`	From Transthoracic to Transesophageal: Cross-Modality Generation using LoRA Diffusion. CoRR Emmanuel Oladokun, Yuxuan Ou, Anna Novikova, Daria P. Kulikova, Sarina Thomas, Jurica Sprem, Vicente Grau
2025	J	`jnl`	Large Language Model-Informed ECG Dual Attention Network for Heart Failure Risk Prediction. IEEE Trans. Big Data Chen Chen, Lei Li, Marcel Beetz, Abhirup Banerjee, Ramneek Gupta, Vicente Grau
2025	—	`conf`	Medical Graph RAG: Evidence-based Medical Large Language Model via Graph Retrieval-Augmented Generation. ACL (1) Junde Wu, Jiayuan Zhu, Yunli Qi, Jingkun Chen, Min Xu, Filippo Menolascina, Yueming Jin, Vicente Grau
2025	—	`conf`	Personalized 4D Whole Heart Geometry Reconstruction from Cine MRI for Cardiac Digital Twins. DT4H@MICCAI Xiaoyue Liu, Xicheng Sheng, Xiahai Zhuang, Vicente Grau, Mark YY Chan, Ching-Hui Sia, Lei Li
2025	J	`jnl`	Personalized 4D Whole Heart Geometry Reconstruction from Cine MRI for Cardiac Digital Twins. CoRR Xiaoyue Liu, Xicheng Sheng, Xiahai Zhuang, Vicente Grau, Mark YY Chan, Ching-Hui Sia, Lei Li
2025	J	`jnl`	Personalized topology-informed localization of standard 12-lead ECG electrode placement from incomplete cardiac MRIs for efficient cardiac digital twins. Medical Image Anal. Lei Li, Hannah J. Smith, Yilin Lyu, Julià Camps, Shuang Qian, Blanca Rodríguez, Abhirup Banerjee, Vicente Grau
2025	J	`jnl`	Seeing Beyond the Image: ECG and Anatomical Knowledge-Guided Myocardial Scar Segmentation from Late Gadolinium-Enhanced Images. CoRR Farheen Ramzan, Yusuf Kiberu, Nikesh Jathanna, Meryem Jabrane, Vicente Grau, Shahnaz Jamil-Copley, Richard H. Clayton, Chen Chen
2025	—	`conf`	Unsupervised Patch-GAN with Targeted Patch Ranking for Fine-Grained Novelty Detection in Medical Imaging. AAAI Bridge Program Jingkun Chen, Guang Yang, Xiao Zhang, Jingchao Peng, Tianlu Zhang, Jianguo Zhang, Jungong Han, Vicente Grau
2025	J	`jnl`	Unsupervised Patch-GAN with Targeted Patch Ranking for Fine-Grained Novelty Detection in Medical Imaging. CoRR Jingkun Chen, Guang Yang, Xiao Zhang, Jingchao Peng, Tianlu Zhang, Jianguo Zhang, Jungong Han, Vicente Grau
2024	J	`jnl`	Deep Learning-based 3D Coronary Tree Reconstruction from Two 2D Non-simultaneous X-ray Angiography Projections. CoRR Yiying Wang, Abhirup Banerjee, Robin P. Choudhury, Vicente Grau
2024	J	`jnl`	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. Medical Image Anal. Julià Camps, Lucas Arantes Berg, Zhinuo Jenny Wang, Rafael Sebastián, Leto Luana Riebel, Rubén Doste, Xin Zhou, Rafael Sachetto Oliveira, James A. Coleman, Brodie Lawson, Vicente Grau, Kevin Burrage, Alfonso Bueno-Orovio, Rodrigo Weber dos Santos, Blanca Rodríguez
2024	J	`jnl`	Large Language Model-informed ECG Dual Attention Network for Heart Failure Risk Prediction. CoRR Chen Chen, Lei Li, Marcel Beetz, Abhirup Banerjee, Ramneek Gupta, Vicente Grau
2024	J	`jnl`	Modeling 3D Cardiac Contraction and Relaxation With Point Cloud Deformation Networks. IEEE J. Biomed. Health Informatics Marcel Beetz, Abhirup Banerjee, Vicente Grau
2024	—	`conf`	Modelling Multi-Phase Cardiac Anatomy Using Point Cloud Variational Autoencoders. ISBI Thalia Seale, Marcel Beetz, Blanca Rodríguez, Vicente Grau, Abhirup Banerjee
2024	J	`jnl`	NeCA: 3D Coronary Artery Tree Reconstruction from Two 2D Projections by Neural Implicit Representation. CoRR Yiying Wang, Abhirup Banerjee, Vicente Grau
2024	J	`jnl`	Personalized Topology-Informed 12-Lead ECG Electrode Localization from Incomplete Cardiac MRIs for Efficient Cardiac Digital Twins. CoRR Lei Li, Hannah J. Smith, Yilin Lyu, Julià Camps, Blanca Rodríguez, Abhirup Banerjee, Vicente Grau
2024	J	`jnl`	Segment anything model for medical images? Medical Image Anal. Yuhao Huang, Xin Yang, Lian Liu, Han Zhou, Ao Chang, Xinrui Zhou, Rusi Chen, Junxuan Yu, Jiongquan Chen, Chaoyu Chen, Sijing Liu, Haozhe Chi, Xindi Hu, Kejuan Yue, Lei Li, Vicente Grau, Deng-Ping Fan, Fajin Dong, Dong Ni
2024	—	`conf`	Single-Source Domain Generalization for Coronary Vessels Segmentation in X-Ray Angiography. CMRxRecon/MBAS/STACOM@MICCAI Mohammad Z. Atwany, Mojtaba Lashgari, Robin P. Choudhury, Vicente Grau, Abhirup Banerjee
2024	J	`jnl`	Solving the Inverse Problem of Electrocardiography for Cardiac Digital Twins: A Survey. CoRR Lei Li, Julià Camps, Blanca Rodríguez, Vicente Grau
2024	J	`jnl`	Toward Enabling Cardiac Digital Twins of Myocardial Infarction Using Deep Computational Models for Inverse Inference. IEEE Trans. Medical Imaging Lei Li, Julià Camps, Zhinuo Jenny Wang, Marcel Beetz, Abhirup Banerjee, Blanca Rodríguez, Vicente Grau
2024	J	`jnl`	Transesophageal Echocardiography Generation using Anatomical Models. CoRR Emmanuel Oladokun, Musa Abdulkareem, Jurica Sprem, Vicente Grau
2023	—	`conf`	3D Shape-Based Myocardial Infarction Prediction Using Point Cloud Classification Networks. EMBC Marcel Beetz, Yilong Yang, Abhirup Banerjee, Lei Li, Vicente Grau
2023	J	`jnl`	3D Shape-Based Myocardial Infarction Prediction Using Point Cloud Classification Networks. CoRR Marcel Beetz, Yilong Yang, Abhirup Banerjee, Lei Li, Vicente Grau
2023	J	`jnl`	Anatomical basis of sex differences in human post-myocardial infarction ECG phenotypes identified by novel automated torso-cardiac 3D reconstruction. CoRR Hannah J. Smith, Blanca Rodríguez, Yuling Sang, Marcel Beetz, Robin Choudhury, Vicente Grau, Abhirup Banerjee
2023	—	`conf`	Automated Coronary Vessels Segmentation in X-ray Angiography Using Graph Attention Network. STACOM@MICCAI Haorui He, Abhirup Banerjee, Robin P. Choudhury, Vicente Grau
2023	J	`jnl`	Deep Learning Segmentation of the Right Ventricle in Cardiac MRI: The M&Ms Challenge. IEEE J. Biomed. Health Informatics 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, Xiaowu Sun, Yasmina Al Khalil, Di Liu, Sana Jabbar, Sandro F. Queiros, Francesco Galati, Moona Mazher, Zheyao Gao, Marcel Beetz, Lennart Tautz, Christoforos Galazis, Marta Varela, Markus Hüllebrand, Vicente Grau, Xiahai Zhuang, Domenec Puig, Maria A. Zuluaga, Hassan Mohy-ud-Din, Dimitris N. Metaxas, Marcel Breeuwer, Rob J. van der Geest, Michelle Noga, Stéphanie Bricq, Mark E. Rentschler, Andrea Guala, Steffen E. Petersen, Sergio Escalera, José F. Rodríguez Palomares, Karim Lekadir
2023	—	`conf`	Deep Learning-Based Emulation of Human Cardiac Activation Sequences. FIMH Ambre Bertrand, Julià Camps, Vicente Grau, Blanca Rodríguez
2023	—	`conf`	Generating Virtual Populations of 3D Cardiac Anatomies with Snowflake-Net. STACOM@MICCAI Jiachuan Peng, Marcel Beetz, Abhirup Banerjee, Min Chen, Vicente Grau
2023	—	`conf`	Influence of Myocardial Infarction on QRS Properties: A Simulation Study. FIMH Lei Li, Julià Camps, Zhinuo J. Wang, Abhirup Banerjee, Blanca Rodríguez, Vicente Grau
2023	J	`jnl`	Influence of Myocardial Infarction on QRS Properties: A Simulation Study. CoRR Lei Li, Julià Camps, Zhinuo J. Wang, Abhirup Banerjee, Blanca Rodríguez, Vicente Grau
2023	J	`jnl`	Modeling 3D cardiac contraction and relaxation with point cloud deformation networks. CoRR Marcel Beetz, Abhirup Banerjee, Vicente Grau
2023	J	`jnl`	Multi-class point cloud completion networks for 3D cardiac anatomy reconstruction from cine magnetic resonance images. CoRR Marcel Beetz, Abhirup Banerjee, Julius Ossenberg-Engels, Vicente Grau
2023	J	`jnl`	Multi-class point cloud completion networks for 3D cardiac anatomy reconstruction from cine magnetic resonance images. Medical Image Anal. Marcel Beetz, Abhirup Banerjee, Julius Ossenberg-Engels, Vicente Grau
2023	J	`jnl`	Multi-modality cardiac image computing: A survey. Medical Image Anal. Lei Li, Wangbin Ding, Liqin Huang, Xiahai Zhuang, Vicente Grau
2023	—	`conf`	Multi-objective Point Cloud Autoencoders for Explainable Myocardial Infarction Prediction. MICCAI (2) Marcel Beetz, Abhirup Banerjee, Vicente Grau
2023	J	`jnl`	Multi-objective point cloud autoencoders for explainable myocardial infarction prediction. CoRR Marcel Beetz, Abhirup Banerjee, Vicente Grau
2023	J	`jnl`	Towards Enabling Cardiac Digital Twins of Myocardial Infarction Using Deep Computational Models for Inverse Inference. CoRR Lei Li, Julià Camps, Zhinuo J. Wang, Abhirup Banerjee, Marcel Beetz, Blanca Rodríguez, Vicente Grau
2023	—	`conf`	Transesophageal Echocardiography Generation Using Anatomical Models. DALI@MICCAI Emmanuel Oladokun, Musa Abdulkareem, Jurica Sprem, Vicente Grau
2022	—	`conf`	Automated 3D Whole-Heart Mesh Reconstruction From 2D Cine MR Slices Using Statistical Shape Model. EMBC Abhirup Banerjee, Ernesto Zacur, Robin P. Choudhury, Vicente Grau
2022	—	`conf`	Automated Torso Contour Extraction from Clinical Cardiac MR Slices for 3D Torso Reconstruction. EMBC Hannah J. Smith, Abhirup Banerjee, Robin P. Choudhury, Vicente Grau
2022	—	`conf`	Combined Generation of Electrocardiogram and Cardiac Anatomy Models Using Multi-Modal Variational Autoencoders. ISBI Marcel Beetz, Abhirup Banerjee, Yuling Sang, Vicente Grau
2022	—	`conf`	Deep Computational Model for the Inference of Ventricular Activation Properties. STACOM@MICCAI Lei Li, Julià Camps, Abhirup Banerjee, Marcel Beetz, Blanca Rodríguez, Vicente Grau
2022	J	`jnl`	Deep Computational Model for the Inference of Ventricular Activation Properties. CoRR Lei Li, Julià Camps, Abhirup Banerjee, Marcel Beetz, Blanca Rodríguez, Vicente Grau
2022	—	`conf`	Generation of 12-Lead Electrocardiogram with Subject-Specific, Image-Derived Characteristics Using a Conditional Variational Autoencoder. ISBI Yuling Sang, Marcel Beetz, Vicente Grau
2022	—	`conf`	Inference of Number and Location of Purkinje Root Nodes and Ventricular Conduction Properties from Clinical 12-Lead ECGs for Cardiac Digital Twinning. CinC Julià Camps, Zhinuo J. Wang, Rafael Sebastián, Xin Zhou, Brodie Lawson, Lucas Arantes Berg, Kevin Burrage, Vicente Grau, Rodrigo Weber dos Santos, Blanca Rodríguez
2022	—	`conf`	Mesh U-Nets for 3D Cardiac Deformation Modeling. STACOM@MICCAI 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, Andreas Schuster, Vicente Grau
2022	J	`jnl`	Multi-Modality Cardiac Image Computing: A Survey. CoRR Lei Li, Wangbin Ding, Liqun Huang, Xiahai Zhuang, Vicente Grau
2022	—	`conf`	Point2Mesh-Net: Combining Point Cloud and Mesh-Based Deep Learning for Cardiac Shape Reconstruction. STACOM@MICCAI Marcel Beetz, Abhirup Banerjee, Vicente Grau
2022	—	`conf`	Post-Infarction Risk Prediction with Mesh Classification Networks. STACOM@MICCAI 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, Andreas Schuster, Vicente Grau
2022	—	`conf`	Reconstructing 3D Cardiac Anatomies from Misaligned Multi-View Magnetic Resonance Images with Mesh Deformation U-Nets. GeoMedIA Marcel Beetz, Abhirup Banerjee, Vicente Grau
2022	—	`conf`	Semi-Supervised Coronary Vessels Segmentation from Invasive Coronary Angiography with Connectivity-Preserving Loss Function. ISBI Haorui He, Abhirup Banerjee, Marcel Beetz, Robin P. Choudhury, Vicente Grau
2021	—	`conf`	A Multi-view Crossover Attention U-Net Cascade with Fourier Domain Adaptation for Multi-domain Cardiac MRI Segmentation. STACOM@MICCAI Marcel Beetz, Jorge Corral Acero, Vicente Grau
2021	—	`conf`	Biventricular Surface Reconstruction From Cine Mri Contours Using Point Completion Networks. ISBI Marcel Beetz, Abhirup Banerjee, Vicente Grau
2021	—	`conf`	Generating Subpopulation-Specific Biventricular Anatomy Models Using Conditional Point Cloud Variational Autoencoders. STACOM@MICCAI Marcel Beetz, Abhirup Banerjee, Vicente Grau
2021	—	`conf`	Inference of Ventricular Activation Properties from Twelve-lead Electrocardiogram. CinC Julià Camps, Brodie Lawson, Christopher C. Drovandi, Ana Mincholé, Zhinuo J. Wang, Vicente Grau, Kevin Burrage, Blanca Rodríguez
2021	J	`jnl`	Inference of ventricular activation properties from non-invasive electrocardiography. Medical Image Anal. Julià Camps, Brodie Lawson, Christopher C. Drovandi, Ana Mincholé, Zhinuo J. Wang, Vicente Grau, Kevin Burrage, Blanca Rodríguez
2021	J	`jnl`	Left Ventricle Quantification Challenge: A Comprehensive Comparison and Evaluation of Segmentation and Regression for Mid-Ventricular Short-Axis Cardiac MR Data. IEEE J. Biomed. Health Informatics Wufeng Xue, Jiahui Li, Zhiqiang Hu, Eric Kerfoot, James R. Clough, Ilkay Öksüz, Hao Xu, Vicente Grau, Fumin Guo, Matthew Ng, Xiang Li, Quanzheng Li, Lihong Liu, Jin Ma, Elias Grinias, Georgios Tziritas, Wenjun Yan, Angélica Atehortúa, Mireille Garreau, Yeonggul Jang, Alejandro Debus, Enzo Ferrante, Guanyu Yang, Tiancong Hua, Shuo Li
2021	—	`conf`	Optimised Misalignment Correction from Cine MR Slices Using Statistical Shape Model. MIUA Abhirup Banerjee, Ernesto Zacur, Robin P. Choudhury, Vicente Grau
2021	—	`conf`	Predicting 3D Cardiac Deformations with Point Cloud Autoencoders. STACOM@MICCAI Marcel Beetz, Julius Ossenberg-Engels, Abhirup Banerjee, Vicente Grau
2020	—	`conf`	A 2-Step Deep Learning Method with Domain Adaptation for Multi-Centre, Multi-Vendor and Multi-Disease Cardiac Magnetic Resonance Segmentation. M&Ms and EMIDEC/STACOM@MICCAI Jorge Corral Acero, Vaanathi Sundaresan, Nicola K. Dinsdale, Vicente Grau, Mark Jenkinson
2020	J	`jnl`	A Deep Learning Approach to Automate High-Resolution Blood Vessel Reconstruction on Computerized Tomography Images With or Without the Use of Contrast Agent. CoRR Anirudh Chandrashekar, Ashok Handa, Natesh Shivakumar, Pierfrancesco Lapolla, Vicente Grau, Regent Lee
2020	J	`jnl`	A Deep learning Approach to Generate Contrast-Enhanced Computerised Tomography Angiography without the Use of Intravenous Contrast Agents. CoRR Anirudh Chandrashekar, Ashok Handa, Natesh Shivakumar, Pierfrancesco Lapolla, Vicente Grau, Regent Lee
2020	J	`jnl`	Point-Cloud Method for Automated 3D Coronary Tree Reconstruction From Multiple Non-Simultaneous Angiographic Projections. IEEE Trans. Medical Imaging Abhirup Banerjee, Francesca Galassi, Ernesto Zacur, Giovanni Luigi De Maria, Robin Choudhury, Vicente Grau
2019	—	`conf`	Conditional Generative Adversarial Networks for the Prediction of Cardiac Contraction from Individual Frames. STACOM@MICCAI Julius Ossenberg-Engels, Vicente Grau
2019	J	`jnl`	Efficient 3D Fully Convolutional Networks for Pulmonary Lobe Segmentation in CT Images. CoRR Hoileong Lee, Tahreema N. Matin, Fergus Gleeson, Vicente Grau
2019	—	`conf`	Left Ventricle Quantification with Cardiac MRI: Deep Learning Meets Statistical Models of Deformation. STACOM@MICCAI Jorge Corral Acero, Hao Xu, Ernesto Zacur, Jürgen E. Schneider, Pablo Lamata, Alfonso Bueno-Orovio, Vicente Grau
2019	—	`conf`	Optimized Rigid Motion Correction from Multiple Non-simultaneous X-Ray Angiographic Projections. PReMI (2) Abhirup Banerjee, Robin Choudhury, Vicente Grau
2019	J	`jnl`	Patch-based lung ventilation estimation using multi-layer supervoxels. Comput. Medical Imaging Graph. Adam Szmul, Tahreema N. Matin, Fergus V. Gleeson, Julia A. Schnabel, Vicente Grau, Bartlomiej W. Papiez
2019	—	`conf`	SMOD - Data Augmentation Based on Statistical Models of Deformation to Enhance Segmentation in 2D Cine Cardiac MRI. FIMH Jorge Corral Acero, Ernesto Zacur, Hao Xu, Rina Ariga, Alfonso Bueno-Orovio, Pablo Lamata, Vicente Grau
2019	J	`jnl`	Segmentation of Vasculature From Fluorescently Labeled Endothelial Cells in Multi-Photon Microscopy Images. IEEE Trans. Medical Imaging Russell Bates, Benjamin Irving, Bostjan Markelc, Jakob Kaeppler, Graham Brown, Ruth J. Muschel, J. Michael Brady, Vicente Grau, Julia A. Schnabel
2019	—	`conf`	Ventricle Surface Reconstruction from Cardiac MR Slices Using Deep Learning. FIMH Hao Xu, Ernesto Zacur, Jürgen E. Schneider, Vicente Grau
2018	—	`conf`	Automated Motion Correction and 3D Vessel Centerlines Reconstruction from Non-simultaneous Angiographic Projections. STACOM@MICCAI Abhirup Banerjee, Rajesh K. Kharbanda, Robin Choudhury, Vicente Grau
2018	—	`conf`	Calculation of Anatomical and Functional Metrics Using Deep Learning in Cardiac MRI: Comparison Between Direct and Segmentation-Based Estimation. STACOM@MICCAI Hao Xu, Jürgen E. Schneider, Vicente Grau
2018	—	`conf`	Generation of Amyloid PET Images via Conditional Adversarial Training for Predicting Progression to Alzheimer's Disease. PRIME@MICCAI Yu Yan, Hoileong Lee, Edward Somer, Vicente Grau
2018	—	`conf`	ISACHI: Integrated Segmentation and Alignment Correction for Heart Images. STACOM@MICCAI Benjamin Villard, Ernesto Zacur, Vicente Grau
2018	—	`conf`	Regional lung ventilation estimation based on supervoxel tracking. Image-Guided Procedures Adam Szmul, Bartlomiej W. Papiez, Tahreema N. Matin, Fergus V. Gleeson, Julia A. Schnabel, Vicente Grau
2018	J	`jnl`	Statistical Shape Modeling of the Left Ventricle: Myocardial Infarct Classification Challenge. IEEE J. Biomed. Health Informatics 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, Alejandro F. Frangi, Ali Gooya, Vicente Grau, Karim Lekadir, Allen Lu, Anirban Mukhopadhyay, Ilkay Öksüz, Nripesh Parajuli, Xavier Pennec, Marco Pereañez, Catarina Pinto, Paolo Piras, Marc-Michel Rohé, Daniel Rueckert, Dennis Säring, Maxime Sermesant, Kaleem Siddiqi, Mahdi Tabassian, Luciano Teresi, Sotirios A. Tsaftaris, Matthias Wilms, Alistair A. Young, Xingyu Zhang, Pau Medrano-Gracia
2018	—	`conf`	Super Resolution of Cardiac Cine MRI Sequences Using Deep Learning. RAMBO+BIA+TIA@MICCAI Nicolas Basty, Vicente Grau
2018	J	`jnl`	Surface Mesh Reconstruction from Cardiac MRI Contours. J. Imaging Benjamin Villard, Vicente Grau, Ernesto Zacur
2018	—	`conf`	XeMRI to CT Lung Image Registration Enhanced with Personalized 4DCT-Derived Motion Model. RAMBO+BIA+TIA@MICCAI Adam Szmul, Tahreema N. Matin, Fergus V. Gleeson, Julia A. Schnabel, Vicente Grau, Bartlomiej W. Papiez
2017	J	`jnl`	A combined image-modelling approach assessing the impact of hyperinflation due to emphysema on regional ventilation-perfusion matching. Comput. methods Biomech. Biomed. Eng. Imaging Vis. Kelly S. Burrowes, Tom Doel, Minsuok Kim, Claudia Vargas, Josep Roca, Vicente Grau, D. Kay
2017	—	`conf`	Automated LGE Myocardial Scar Segmentation Using MaskSLIC Supervoxels - Replicating the Clinical Method. MIUA Iulia A. Popescu, Alessandra Borlotti, Erica Dall' Armellina, Vicente Grau
2017	—	`conf`	Cardiac Mesh Reconstruction from Sparse, Heterogeneous Contours. MIUA Benjamin Villard, Valentina Carapella, Rina Ariga, Vicente Grau, Ernesto Zacur
2017	J	`jnl`	Extracting 3D Vascular Structures from Microscopy Images using Convolutional Recurrent Networks. CoRR Russell Bates, Benjamin Irving, Bostjan Markelc, Jakob Kaeppler, Ruth J. Muschel, Vicente Grau, Julia A. Schnabel
2017	—	`conf`	Learning-Based Multi-atlas Segmentation of the Lungs and Lobes in Proton MR Images. MICCAI (1) Hoileong Lee, Tahreema N. Matin, Fergus Gleeson, Vicente Grau
2017	—	`conf`	MRI-Based Heart and Torso Personalization for Computer Modeling and Simulation of Cardiac Electrophysiology. BIVPCS/POCUS@MICCAI Ernesto Zacur, Ana Mincholé, Benjamin Villard, Valentina Carapella, Rina Ariga, Blanca Rodríguez, Vicente Grau
2017	J	`jnl`	Monte Carlo Simulations of Diffusion Weighted MRI in Myocardium: Validation and Sensitivity Analysis. IEEE Trans. Medical Imaging Joanne Bates, Irvin Teh, Darryl McClymont, Peter Kohl, Jürgen E. Schneider, Vicente Grau
2017	—	`conf`	Reconstruction of 3D Cardiac MR Images from 2D Slices Using Directional Total Variation. CMMI/RAMBO/SWITCH@MICCAI Nicolas Basty, Darryl McClymont, Irvin Teh, Jürgen E. Schneider, Vicente Grau
2017	J	`jnl`	Supervoxels for graph cuts-based deformable image registration using guided image filtering. J. Electronic Imaging Adam Szmul, Bartlomiej W. Papiez, Andre Hallack, Vicente Grau, Julia A. Schnabel
2017	J	`jnl`	Transformation diffusion reconstruction of three-dimensional histology volumes from two-dimensional image stacks. Medical Image Anal. Ramón Casero, Urszula Siedlecka, Elizabeth S. Jones, Lena Gruscheski, Matthew Gibb, Jürgen E. Schneider, Peter Kohl, Vicente Grau
2016	J	`jnl`	Anomalous Diffusion in Cardiac Tissue as an Index of Myocardial Microstructure. IEEE Trans. Medical Imaging Alfonso Bueno-Orovio, Irvin Teh, Jürgen E. Schneider, Kevin Burrage, Vicente Grau
2016	—	`conf`	Correction of Slice Misalignment in Multi-breath-hold Cardiac MRI Scans. STACOM@MICCAI Benjamin Villard, Ernesto Zacur, Erica Dall' Armellina, Vicente Grau
2016	J	`jnl`	Development of Real-Time Magnetic Resonance Imaging of Mouse Hearts at 9.4 Tesla - Simulations and First Application. IEEE Trans. Medical Imaging Tobias Wech, Nicole Seiberlich, Andreas Schindele, Vicente Grau, Leonie Diffley, Michael L. Gyngell, Alfio Borzì, Herbert Köstler, Jürgen E. Schneider
2016	—	`conf`	Graph Cuts-Based Registration Revisited: A Novel Approach for Lung Image Registration Using Supervoxels and Image-Guided Filtering. CVPR Workshops Adam Szmul, Bartlomiej W. Papiez, Russell Bates, Andre Hallack, Julia A. Schnabel, Vicente Grau
2016	—	`conf`	Left-Ventricle Basal Region Constrained Parametric Mapping to Unitary Domain. STACOM@MICCAI Antoni Gurguí, Debora Gil, Vicente Grau, Enric Martí
2016	—	`conf`	Myocardial Scar Quantification Using SLIC Supervoxels - Parcellation Based on Tissue Characteristic Strains. STACOM@MICCAI Iulia A. Popescu, Benjamin Irving, Alessandra Borlotti, Erica Dall' Armellina, Vicente Grau
2016	—	`conf`	Non-local Graph-Based Regularization for Deformable Image Registration. MCV/BAMBI@MICCAI Bartlomiej W. Papiez, Adam Szmul, Vicente Grau, J. Michael Brady, Julia A. Schnabel
2016	—	`conf`	Orientation-Sensitive Overlap Measures for the Validation of Medical Image Segmentations. MICCAI (2) Tasos Papastylianou, Erica Dall' Armellina, Vicente Grau
2015	—	`conf`	Fuzzy Segmentation of the Left Ventricle in Cardiac MRI Using Physiological Constraints. FIMH Tasos Papastylianou, Christopher Kelly, Benjamin Villard, Erica Dall' Armellina, Vicente Grau
2015	—	`conf`	Myocardial Infarction Detection from Left Ventricular Shapes Using a Random Forest. STACOM@MICCAI Jack Allen, Ernesto Zacur, Erica Dall' Armellina, Pablo Lamata, Vicente Grau
2015	J	`jnl`	Review of automatic pulmonary lobe segmentation methods from CT. Comput. Medical Imaging Graph. Tom Doel, David J. Gavaghan, Vicente Grau
2015	—	`conf`	Sensitivity Analysis of Diffusion Tensor MRI in Simulated Rat Myocardium. FIMH Joanne Bates, Irvin Teh, Peter Kohl, Jürgen E. Schneider, Vicente Grau
2014	—	`conf`	A Local Phase-Based Algorithm for Registration of CMR Scans from Multiple Visits. CinC Christopher Kelly, Stefan Neubauer, Robin Choudhury, Erica Dall' Armellina, Vicente Grau
2013	J	`jnl`	Bacterial cell identification in differential interference contrast microscopy images. BMC Bioinform. Boguslaw Obara, Mark A. J. Roberts, Judith P. Armitage, Vicente Grau
2013	—	`conf`	Effect of Fibre Orientation Optimisation in an Electromechanical Model of Left Ventricular Contraction in Rat. FIMH Valentina Carapella, Rafel Bordas, Pras Pathmanathan, Jürgen E. Schneider, Peter Kohl, Kevin Burrage, Vicente Grau
2013	J	`jnl`	Model-Based Vasculature Extraction From Optical Fluorescence Cryomicrotome Images. IEEE Trans. Medical Imaging 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
2013	J	`jnl`	Multiview diffeomorphic registration: Application to motion and strain estimation from 3D echocardiography. Medical Image Anal. Gemma Piella, Mathieu De Craene, Constantine Butakoff, Vicente Grau, Cheng Yao, Shahrum Nedjati-Gilani, Graeme P. Penney, Alejandro F. Frangi
2012	J	`jnl`	A bioimage informatics approach to automatically extract complex fungal networks. Bioinform. Boguslaw Obara, Vicente Grau, Mark D. Fricker
2012	—	`conf`	Coherence enhancing diffusion filtering based on the Phase Congruency Tensor. ISBI Boguslaw Obara, Mark D. Fricker, Vicente Grau
2012	B	`conf`	Contrast independent detection of branching points in network-like structures. Image Processing Boguslaw Obara, Mark D. Fricker, Vicente Grau
2012	J	`jnl`	Contrast-Independent Curvilinear Structure Detection in Biomedical Images. IEEE Trans. Image Process. Boguslaw Obara, Mark D. Fricker, David Gavaghan, Vicente Grau
2012	—	`conf`	Local phase approaches to extract biomedical networks. ISBI Boguslaw Obara, Mark D. Fricker, Vicente Grau
2012	—	`conf`	Pulmonary lobe segmentation from CT images using fissureness, airways, vessels and multilevel B-splines. ISBI Tom Doel, Tahreema N. Matin, Fergus Gleeson, David Gavaghan, Vicente Grau
2012	—	`conf`	Resolving the Three-Dimensional Histology of the Heart. CMSB Matthew Gibb, Rebecca Burton, Christian Bollensdorff, Carlos Afonso, Tahier Mansoori, Ulrich Schotten, David Gavaghan, Blanca Rodríguez, Jürgen E. Schneider, Peter Kohl, Vicente Grau
2011	J	`jnl`	On the Usage of GPUs for Efficient Motion Estimation in Medical Image Sequences. Int. J. Biomed. Imaging Jeyarajan Thiyagalingam, Daniel Goodman, Julia A. Schnabel, Anne E. Trefethen, Vicente Grau
2011	—	`conf`	Regionally Optimised Mathematical Models of Cardiac Myocyte Orientation in Rat Hearts. FIMH Ilyas E. Karadag, Martin J. Bishop, Patrick Hales, Jürgen E. Schneider, Peter Kohl, David Gavaghan, Vicente Grau
2011	J	`jnl`	The evaluation of single-view and multi-view fusion 3D echocardiography using image-driven segmentation and tracking. Medical Image Anal. Kashif Rajpoot, Vicente Grau, J. Alison Noble, Harald Becher, Cezary Szmigielski
2010	—	`conf`	Parallel Simulation for Parameter Estimation of Optical Tissue Properties. Euro-Par (2) Mihai C. Duta, Jeyarajan Thiyagalingam, Anne E. Trefethen, Ayush Goyal, Vicente Grau, Nic Smith
2010	—	`conf`	Towards High-Resolution Cardiac Atlases: Ventricular Anatomy Descriptors for a Standardized Reference Frame. STACOM/CESC Ramón Casero, Rebecca Burton, T. Alexander Quinn, Christian Bollensdorff, Patrick Hales, Jürgen E. Schneider, Peter Kohl, Vicente Grau
2009	J	`jnl`	Automatically Generated, Anatomically Accurate Meshes for Cardiac Electrophysiology Problems. IEEE Trans. Biomed. Eng. Anton J. Prassl, Ferdinand Kickinger, Helmut Ahammer, Vicente Grau, Jürgen E. Schneider, Ernst Hofer, Edward J. Vigmond, Natalia A. Trayanova, Gernot Plank
2009	—	`conf`	Comparison of Rule-Based and DTMRI-Derived Fibre Architecture in a Whole Rat Ventricular Computational Model. FIMH Martin J. Bishop, Patrick Hales, Gernot Plank, David Gavaghan, Jürgen E. Schneider, Vicente Grau
2009	—	`conf`	Image-Driven Cardiac Left Ventricle Segmentation for the Evaluation of Multiview Fused Real-Time 3-Dimensional Echocardiography Images. MICCAI (1) Kashif Rajpoot, J. Alison Noble, Vicente Grau, Cezary Szmigielski, Harald Becher
2009	—	`conf`	Local-Phase Based 3D Boundary Detection Using Monogenic Signal and its Application to Real-Time 3-D Echocardiography Images. ISBI Kashif Rajpoot, Vicente Grau, J. Alison Noble
2009	—	`conf`	Multiview RT3D Echocardiography Image Fusion. FIMH Kashif Rajpoot, J. Alison Noble, Vicente Grau, Cezary Szmigielski, Harald Becher
2009	—	`conf`	The Role of Blood Vessels in Rabbit Propagation Dynamics and Cardiac Arrhythmias. FIMH Matthew Gibb, Martin J. Bishop, Rebecca Burton, Peter Kohl, Vicente Grau, Gernot Plank, Blanca Rodríguez
2008	—	`conf`	Combining apical and parasternal views to improve motion estimation in real-time 3D echocardiographic sequences. ISBI Vicente Grau, Cezary Szmigielski, Harald Becher, J. Alison Noble
2008	—	`conf`	High Performance Computer Simulations of Cardiac Electrical Function Based on High Resolution MRI Datasets. ICCS (1) Michal Plotkowiak, Blanca Rodríguez, Gernot Plank, Jürgen E. Schneider, David Gavaghan, Peter Kohl, Vicente Grau
2007	—	`conf`	An Iterative Method for Registration of High-Resolution Cardiac Histoanatomical and Mri Images. ISBI Tahier Mansoori, Gernot Plank, Rebecca Burton, Jürgen E. Schneider, Peter Kohl, David Gavaghan, Vicente Grau
2007	J	`jnl`	Registration of Multiview Real-Time 3-D Echocardiographic Sequences. IEEE Trans. Medical Imaging Vicente Grau, Harald Becher, J. Alison Noble
2006	—	`conf`	Motion-guided anisotropic filtering of ultrasound sequences. ISBI Vicente Grau, J. Alison Noble
2006	—	`conf`	Phase-Based Registration of Multi-view Real-Time Three-Dimensional Echocardiographic Sequences. MICCAI (1) Vicente Grau, Harald Becher, J. Alison Noble
2006	J	`jnl`	Segmentation of trabeculated structures using an anisotropic Markov random field: application to the study of the optic nerve head in glaucoma. IEEE Trans. Medical Imaging Vicente Grau, J. Crawford Downs, Claude Burgoyne
2005	A	`conf`	Adaptive Multiscale Ultrasound Compounding Using Phase Information. MICCAI Vicente Grau, J. Alison Noble
2004	J	`jnl`	Hierarchical image segmentation using a correspondence with a tree model. Pattern Recognit. Vicente Grau, Mariano Alcañiz Raya, Carlos Monserrat, M. Carmen Juan Lizandra, Luis Martí-Bonmatí
2004	J	`jnl`	Improved watershed transform for medical image segmentation using prior information. IEEE Trans. Medical Imaging Vicente Grau, Andrea J. U. Mewes, Mariano Alcañiz Raya, Ron Kikinis, Simon K. Warfield
2004	—	`conf`	Segmentation of Connective Tissue in the Optic Nerve Head Using an Anisotropic Markov Random Field. ISBI Vicente Grau, J. Crawford Downs, Claude Burgoyne
2003	—	`conf`	GeRTiSS: A Generic Multi-model Surgery Simulator. IS4TH Carlos Monserrat, Oscar López, Ullrich Meier, Mariano Alcañiz Raya, M. Carmen Juan Lizandra, Vicente Grau
2001	—	`conf`	3D surgery trainer with force feedback in minimally invasive surgery. CARS Ullrich Meier, Francisco Javier García, Nils-Christian Parr, Carlos Monserrat, José Antonio Gil, Vicente Grau, M. Carmen Juan Lizandra, Mariano Alcañiz Raya
2001	J	`jnl`	Automatic Localization of Cephalometric Landmarks. J. Biomed. Informatics Vicente Grau, Mariano Alcañiz Raya, M. Carmen Juan Lizandra, Carlos Monserrat, Christian Knoll
2001	—	`conf`	Digital microscope with augmented reality for neurosurgery. CARS H. Varvaro, M. Carmen Juan Lizandra, Mariano Alcañiz Raya, Carlos Monserrat, Vicente Grau, José Antonio Gil
1999	J	`jnl`	Outlining of the prostate using snakes with shape restrictions based on the wavelet transform. Pattern Recognit. Christian Knoll, Mariano Alcañiz Raya, Vicente Grau, Carlos Monserrat, M. Carmen Juan Lizandra
1998	J	`jnl`	An advanced system for the simulation and planning of orthodontic treatment. Medical Image Anal. Mariano Alcañiz Raya, Carlos Monserrat, Vicente Grau, Francisco Chinesta, Antonio Ramón, Salvador Albalat
1996	—	`conf`	An Advanced System for the Simulation and Planning of Orthodontic Treatments. VBC Mariano Alcañiz Raya, Francisco Chinesta, Carlos Monserrat, Vicente Grau, Antonio Ramón
1996	—	`conf`	An Artificial Intelligence Approach for Automatic Interpretation of Maxillofacial CT Images. VBC Mariano Alcañiz Raya, Vicente Grau, Christian Knoll, M. Carmen Juan Lizandra, Carlos Monserrat, Salvador Albalat