Vicente Grau - Publications, H-index & Citations

Vicente Grau

University of Oxford

40H指数

301论文数

6.8K被引数

收录论文 66

发表时间

MR Derived Cardiac Metabolism Changes in Patients With Obesity and Diabetes: Knowledge Discovery Via Bayesian Networks and Random Forest Classification 基于磁共振的心脏代谢变化在肥胖与糖尿病患者中的知识发现：贝叶斯网络与随机森林分类方法

NMR in Biomedicine

IF2.7

2026-09-22

OAAI

Ina Hanninger; Andrej Krafčík; Eylem Levelt; Jennifer J Rayner; Chistopher T Rodgers; Stefan Neubauer; Vicente Grau; Oliver J Rider; Ladislav Valkovič

AEM: An interpretable multi-task multi-modal framework for cardiac disease prediction AEM: 用于心脏疾病预测的可解释的多任务多模式框架

Medical Image Analysis

IF11.8

2026-01-16

OAAI

Jiachuan Peng; Marcel Beetz; Abhirup Banerjee; Min Chen; Vicente Grau

Personalized 4D Whole Heart Geometry Reconstruction from Cine MRI for Cardiac Digital Twins 基于电影MRI的个性化4D全心几何重建用于心脏数字孪生

DIGITAL TWIN FOR HEALTHCARE, DT4H 2025

IF0

2026-01-01

PREAI

Liu, Xiaoyue; Sheng, Xicheng; Zhuang, Xiahai; Grau, Vicente; Chan, Mark Yy; Sia, Ching-Hui; Li, Lei

EchoAdapter: Adapting Pretrained Image Diffusion Models for Cardiac Ultrasound Video Generation EchoAdapter: 适配预训练图像扩散模型用于心脏超声视频生成

DEEP GENERATIVE MODELS, DGM4MICCAI 2025

IF0

2026-01-01

PREAI

Wu, Junde; Miller, Renee; Sprem, Jurica; Grau, Vicente

An Anatomical Significance-Aware Architecture for Explainable Myocardial Infarction Prediction via Multi-task Learning 一种基于多任务学习的解剖学意义感知架构，用于可解释的心肌梗死预测

MEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION - MICCAI 2025, PT XIV

IF0

2026-01-01

PREAI

Peng, Jiachuan; Beetz, Marcel; Banerjee, Abhirup; Chen, Min; Gra, Vicente

From Transthoracic to Transesophageal: Cross-Modality Generation Using LoRA Diffusion 从经胸到经食道：使用LoRA扩散的跨模态生成

SIMPLIFYING MEDICAL ULTRASOUND, ASMUS 2025

IF0

2026-01-01

PREAI

Oladokun, Emmanuel; Ou, Yuxuan; Novikova, Anna; Kulikova, Darla; Thomas, Sarina; Sprem, Jurica; Grau, Vicente

Balancing Light and Shadow: Multi-Modal Image Exposure Restoration via Frequency–Phase–Driven RGB-IR Integration 平衡光影：基于频域-相位驱动的RGB-IR融合的多模态图像曝光恢复

Information Fusion

IF15.5

2025-11-05

PREAI

Jingkun Chen; Jingchao Peng; Junde Wu; Tianlu Zhang; Thomas Bashford-Rogers; Kurt Debattista; Vicente Grau; Jungong Han

From Gaze to Insight: Bridging Human Visual Attention and Vision Language Model Explanation for Weakly-Supervised Medical Image Segmentation Chen, J.; Duan, H.; Zhang, X.; Gao, B.; Grau, V.; Han, J. 从注视到洞见：弥合人类视觉注意与视觉-语言模型解释以实现弱监督医学图像分割。IEEE Trans. Med. Imaging, 2025; Early Access. [Google Scholar] [CrossRef]

IEEE Transactions on Medical Imaging

IF9.8

2025-10-06

PREAI

Jingkun Chen; Haoran Duan; Xiao Zhang; Boyan Gao; Vicente Grau; Jungong Han

3D cardiac shape analysis with variational point cloud autoencoders for myocardial infarction prediction and virtual heart synthesis 基于变分点云自动编码器的3D心脏形状分析，用于心肌梗死预测和虚拟心脏合成

Computerized Medical Imaging and Graphics

IF4.9

2025-06-19

PREAI

Marcel Beetz; Abhirup Banerjee; Lei Li; Julia Camps; Blanca Rodriguez; Vicente Grau

Deep conditional generative model for personalization of 12-lead electrocardiograms and cardiovascular risk prediction 基于深度条件生成模型对12导联心电图进行个性化及心血管风险预测

FRONTIERS IN DIGITAL HEALTH

IF3.8

2025-04-16

OAAI

Sang, Yuling; Banerjee, Abhirup; Beetz, Marcel; Grau, Vicente

Multi-modal characterisation of early-stage, subclinical cardiac deterioration in patients with type 2 diabetes (vol 23, 371, 2024)多模态表征2型糖尿病患者的早期、亚临床心脏功能恶化（卷23，371，2024）

CARDIOVASCULAR DIABETOLOGY

IF10.6

2025-01-29

OAAI

Bertrand, Ambre; Lewis, Andrew; Camps, Julia; Grau, Vicente; Rodriguez, Blanca

Solving the Inverse Problem of Electrocardiography for Cardiac Digital Twins: A Survey 心电逆问题的求解及其在心脏数字孪生中的应用：综述

IEEE Reviews in Biomedical Engineering

IF12

2025-01-01

PREAI

Lei Li; Julia Camps; Blanca Rodriguez; Vicente Grau

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

BIOENGINEERING-BASEL

IF3.7

2024-12-04

OAAI

Wang, Yiying; Banerjee, Abhirup; Grau, Vicente

Multi-modal characterisation of early-stage, subclinical cardiac deterioration in patients with type 2 diabetes

CARDIOVASCULAR DIABETOLOGY

IF10.6

2024-10-19

OAAI

Bertrand, Ambre; Lewis, Andrew; Camps, Julia; Grau, Vicente; Rodriguez, Blanca

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

IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS

IF6.8

2024-08-01

OAAI

Beetz, Marcel; Banerjee, Abhirup; Grau, Vicente

Toward Enabling Cardiac Digital Twins of Myocardial Infarction Using Deep Computational Models for Inverse Inference

IEEE TRANSACTIONS ON MEDICAL IMAGING

IF9.8

2024-07-01

OAAI

Li, Lei; Camps, Julia; Wang, Zhinuo (Jenny); Beetz, Marcel; Banerjee, Abhirup; Rodriguez, Blanca; Grau, Vicente

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 ANALYSIS

IF11.8

2024-05-01

OAAI

Camps, Julia; Berg, Lucas Arantes; Wang, Zhinuo Jenny; Sebastian, Rafael; Riebel, Leto Luana; Doste, Ruben; Zhou, Xin; Sachetto, Rafael; Coleman, James; Lawson, Brodie; Grau, Vicente; Burrage, Kevin; Bueno-Orovio, Alfonso; dos Santos, Rodrigo Weber; Rodriguez, Blanca

Comprehensive characterization of cardiac contraction for improved post-infarction risk assessment

SCIENTIFIC REPORTS

IF3.9

2024-04-18

OAAI

Corral Acero, Jorge; Lamata, Pablo; Eitel, Ingo; Zacur, Ernesto; Evertz, Ruben; Lange, Torben; Backhaus, Soeren J.; Stiermaier, Thomas; Thiele, Holger; Bueno-Orovio, Alfonso; Schuster, Andreas; Grau, Vicente

Segment anything model for medical images?分割医学图像的任何模型？

MEDICAL IMAGE ANALYSIS

IF11.8

2024-02-01

OAAI

Huang, Yuhao; Yang, Xin; Liu, Lian; Zhou, Han; Chang, Ao; Zhou, Xinrui; Chen, Rusi; Yu, Junxuan; Chen, Jiongquan; Chen, Chaoyu; Liu, Sijing; Chi, Haozhe; Hu, Xindi; Yue, Kejuan; Li, Lei; Grau, Vicente; Fan, Deng-Ping; Dong, Fajin; Ni, Dong

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

MEDICAL IMAGE ANALYSIS

IF11.8

2023-12-01

OAAI

Beetz, Marcel; Banerjee, Abhirup; Ossenberg-Engels, Julius; Grau, Vicente

研究方向