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A Foundation Model for Lesion Segmentation on Brain MRI with Mixture of Modality Experts

IEEE Transactions on Medical Imaging
2025 | Journal article
Contributors: Xinru Zhang; Ni Ou; Berke Doga Basaran; Marco Visentin; Mengyun Qiao; Renyang Gu; Paul M. Matthews; Yaou Liu; Chuyang Ye; Wenjia Bai
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Crossref

TIP: Tabular-Image Pre-training for Multimodal Classification with Incomplete Data

2025 | Book chapter
Contributors: Siyi Du; Shaoming Zheng; Yinsong Wang; Wenjia Bai; Declan P. O’Regan; Chen Qin
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Crossref

Systematic Review, Meta-Analysis, and Population Study to Determine the Biologic Sex Ratio in Dilated Cardiomyopathy

Circulation
2025-02-18 | Journal article
Contributors: Natalie Bergan; Ishika Prachee; Lara Curran; Kathryn A. McGurk; Chang Lu; Antonio de Marvao; Wenjia Bai; Brian P. Halliday; John Gregson; Declan P. O’Regan et al.
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Crossref

IMITATE: Clinical Prior Guided Hierarchical Vision-Language Pre-Training

IEEE Transactions on Medical Imaging
2025-01 | Journal article
Contributors: Che Liu; Sibo Cheng; Miaojing Shi; Anand Shah; Wenjia Bai; Rossella Arcucci
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Crossref

Brain Imaging and Phenotyping for the China Phenobank Project

Phenomics
2025-01-02 | Journal article
Contributors: Wenjia Bai
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T1/T2 Relaxation Temporal Modelling from Accelerated Acquisitions Using a Latent Transformer

2024 | Book chapter
Contributors: Michael Tänzer; Fanwen Wang; Mengyun Qiao; Wenjia Bai; Daniel Rueckert; Guang Yang; Sonia Nielles-Vallespin
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Crossref

Genetic and phenotypic architecture of human myocardial trabeculation

Nature Cardiovascular Research
2024-11-20 | Journal article
Contributors: Kathryn A. McGurk; Mengyun Qiao; Sean L. Zheng; Arunashis Sau; Albert Henry; Antonio Luiz P. Ribeiro; Antônio H. Ribeiro; Fu Siong Ng; R. Thomas Lumbers; Wenjia Bai et al.
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A Personalised 3D+t Mesh Generative Model for Unveiling Normal Heart Dynamics

2024-10-03 | Preprint
Contributors: Mengyun Qiao; Kathryn McGurk; Shuo Wang; Paul Matthews; Declan O'Regan; Wenjia Bai
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Crossref

Body fat and human cardiovascular ageing

2024-06-27 | Preprint
Contributors: Vladimir Losev; Chang Lu; Deva S Senevirathne; Paolo Inglese; Wenjia Bai; Andrew P King; Mit Shah; Antonio de Marvao; Declan P O’Regan
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DeepMesh: Mesh-Based Cardiac Motion Tracking Using Deep Learning

IEEE Transactions on Medical Imaging
2024-04 | Journal article
Contributors: Qingjie Meng; Wenjia Bai; Declan P. O’Regan; Daniel Rueckert
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Crossref

CHeart: A Conditional Spatio-Temporal Generative Model for Cardiac Anatomy

IEEE Transactions on Medical Imaging
2024-03 | Journal article
Contributors: Mengyun Qiao; Shuo Wang; Huaqi Qiu; Antonio de Marvao; Declan P. O’Regan; Daniel Rueckert; Wenjia Bai
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Environmental and genetic predictors of human cardiovascular ageing

Nature Communications
2023-08-21 | Journal article
Contributors: Mit Shah; Marco H. de A. Inácio; Chang Lu; Pierre-Raphaël Schiratti; Sean L. Zheng; Adam Clement; Antonio de Marvao; Wenjia Bai; Andrew P. King; James S. Ware et al.
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Causality-Inspired Single-Source Domain Generalization for Medical Image Segmentation

IEEE Transactions on Medical Imaging
2023-04 | Journal article
Contributors: Cheng Ouyang; Chen Chen; Surui Li; Zeju Li; Chen Qin; Wenjia Bai; Daniel Rueckert
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Crossref

Cardiac age prediction using graph neural networks

2023-04-20 | Preprint
Contributors: Marco H. de A. Inácio; Mit Shah; Mina Jafari; Nairouz Shehata; Qingjie Meng; Wenjia Bai; Axel Gandy; Ben Glocker; Declan P. O’Regan
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Crossref

Generative myocardial motion tracking via latent space exploration with biomechanics-informed prior

Medical Image Analysis
2023-01 | Journal article
Contributors: Chen Qin; Shuo Wang; Chen Chen; Wenjia Bai; Daniel Rueckert
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Crossref

Improved Post-hoc Probability Calibration for Out-of-Domain MRI Segmentation

2022 | Book chapter
Contributors: Cheng Ouyang; Shuo Wang; Chen Chen; Zeju Li; Wenjia Bai; Bernhard Kainz; Daniel Rueckert
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Crossref

Subject-Specific Lesion Generation and Pseudo-Healthy Synthesis for Multiple Sclerosis Brain Images

2022 | Book chapter
Contributors: Berke Doga Basaran; Mengyun Qiao; Paul M. Matthews; Wenjia Bai
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Crossref

Environmental and genetic predictors of human cardiovascular ageing

2022-10-04 | Preprint
Contributors: Mit Shah; Marco H. de A. Inácio; Chang Lu; Pierre-Raphaël Schiratti; Sean L. Zheng; Adam Clement; Wenjia Bai; Andrew P. King; James S. Ware; Martin R. Wilkins et al.
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Crossref

MulViMotion: Shape-Aware 3D Myocardial Motion Tracking From Multi-View Cardiac MRI

IEEE Transactions on Medical Imaging
2022-08 | Journal article
Contributors: Qingjie Meng; Chen Qin; Wenjia Bai; Tianrui Liu; Antonio de Marvao; Declan P O'Regan; Daniel Rueckert
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Crossref

Genome-wide associations of aortic distensibility suggest causality for aortic aneurysms and brain white matter hyperintensities

Nature Communications
2022-08-03 | Journal article
Contributors: Catherine M. Francis; Matthias E. Futschik; Jian Huang; Wenjia Bai; Muralidharan Sargurupremraj; Alexander Teumer; Monique M. B. Breteler; Enrico Petretto; Amanda S. R. Ho; Philippe Amouyel et al.
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Crossref

Genetic and environmental determinants of diastolic heart function

Nature Cardiovascular Research
2022-04-13 | Journal article
Contributors: Marjola Thanaj; Johanna Mielke; Kathryn A. McGurk; Wenjia Bai; Nicolò Savioli; Antonio de Marvao; Hannah V. Meyer; Lingyao Zeng; Florian Sohler; R. Thomas Lumbers et al.
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Crossref

Micro-object pose estimation with sim-to-real transfer learning using small dataset

Communications Physics
2022-04-06 | Journal article
Contributors: Dandan Zhang; Antoine Barbot; Florent Seichepine; Frank P.-W. Lo; Wenjia Bai; Guang-Zhong Yang; Benny Lo
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Crossref

Multiscale Graph Convolutional Networks for Cardiac Motion Analysis

2021 | Book chapter
Contributors: Ping Lu; Wenjia Bai; Daniel Rueckert; J. Alison Noble
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Crossref

Genetic and environmental determinants of diastolic heart function

2021-06-09 | Other
Contributors: Marjola Thanaj; Johanna Mielke; Kathryn A. McGurk; Wenjia Bai; Nicoló Savioli; Antonio de Marvao; Hannah V. Meyer; Lingyao Zeng; Florian Sohler; Martin R. Wilkins et al.
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Crossref

Outcomes and phenotypic expression of rare variants in hypertrophic cardiomyopathy genes amongst UK Biobank participants

2021-01-26 | Other
Contributors: Antonio de Marvao; Kathryn A McGurk; Sean L Zheng; Marjola Thanaj; Wenjia Bai; Jinming Duan; Carlo Biffi; Francesco Mazzarotto; Ben Statton; Timothy JW Dawes et al.
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Crossref

A population-based phenome-wide association study of cardiac and aortic structure and function

Nature Medicine
2020-10 | Journal article
Contributors: Wenjia Bai; Hideaki Suzuki; Jian Huang; Catherine Francis; Shuo Wang; Giacomo Tarroni; Florian Guitton; Nay Aung; Kenneth Fung; Steffen E. Petersen et al.
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Crossref

Genetic and functional insights into the fractal structure of the heart

Nature
2020-08-27 | Journal article
Contributors: Hannah V. Meyer; Timothy J. W. Dawes; Marta Serrani; Wenjia Bai; Paweł Tokarczuk; Jiashen Cai; Antonio de Marvao; Albert Henry; R. Thomas Lumbers; Jakob Gierten et al.
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Clinical quantitative cardiac imaging for the assessment of myocardial ischaemia

Nature Reviews Cardiology
2020-07-24 | Journal article
Contributors: Marc Dewey; Maria Siebes; Marc Kachelrieß; Klaus F. Kofoed; Pál Maurovich-Horvat; Konstantin Nikolaou; Wenjia Bai; Andreas Kofler; Robert Manka; Sebastian Kozerke et al.
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Crossref

Explainable Anatomical Shape Analysis Through Deep Hierarchical Generative Models

IEEE Transactions on Medical Imaging
2020-06 | Journal article
Contributors: Carlo Biffi; Juan J. Cerrolaza; Giacomo Tarroni; Wenjia Bai; Antonio de Marvao; Ozan Oktay; Christian Ledig; Loic Le Folgoc; Konstantinos Kamnitsas; Georgia Doumou et al.
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Crossref

Large-scale Quality Control of Cardiac Imaging in Population Studies: Application to UK Biobank

Scientific Reports
2020-02-12 | Journal article
Contributors: Giacomo Tarroni; Wenjia Bai; Ozan Oktay; Andreas Schuh; Hideaki Suzuki; Ben Glocker; Paul M. Matthews; Daniel Rueckert
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Crossref

Automatic 3D Bi-Ventricular Segmentation of Cardiac Images by a Shape-Refined Multi- Task Deep Learning Approach

IEEE Transactions on Medical Imaging
2019-09 | Journal article
Contributors: Jinming Duan; Ghalib Bello; Jo Schlemper; Wenjia Bai; Timothy J. W. Dawes; Carlo Biffi; Antonio de Marvao; Georgia Doumoud; Declan P. O'Regan; Daniel Rueckert
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Crossref

Learning-Based Quality Control for Cardiac MR Images

IEEE Transactions on Medical Imaging
2019-05 | Journal article
Contributors: Giacomo Tarroni; Ozan Oktay; Wenjia Bai; Andreas Schuh; Hideaki Suzuki; Jonathan Passerat-Palmbach; Antonio de Marvao; Declan P. O'Regan; Stuart Cook; Ben Glocker et al.
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Crossref

Multi-Atlas Segmentation Using Partially Annotated Data: Methods and Annotation Strategies

IEEE Transactions on Pattern Analysis and Machine Intelligence
2018-07-01 | Journal article
Contributors: Lisa Margret Koch; Martin Rajchl; Wenjia Bai; Christian Frederik Baumgartner; Tong Tong; Jonathan Passerat-Palmbach; Paul Aljabar; Daniel Rueckert
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Crossref

Statistical Shape Modeling of the Left Ventricle: Myocardial Infarct Classification Challenge

IEEE Journal of Biomedical and Health Informatics
2018-03 | Journal article
Contributors: Avan Suinesiaputra; Pierre Ablin; Xenia Alba; Martino Alessandrini; Jack Allen; Wenjia Bai; Serkan Cimen; Peter Claes; Brett R. Cowan; Jan Dhooge et al.
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Crossref

Anatomically Constrained Neural Networks (ACNNs): Application to Cardiac Image Enhancement and Segmentation

IEEE Transactions on Medical Imaging
2018-02 | Journal article
Contributors: Ozan Oktay; Enzo Ferrante; Konstantinos Kamnitsas; Mattias Heinrich; Wenjia Bai; Jose Caballero; Stuart A. Cook; Antonio de Marvao; Timothy Dawes; Declan P. O'Regan et al.
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Crossref

Automated cardiovascular magnetic resonance image analysis with fully convolutional networks

Journal of Cardiovascular Magnetic Resonance
2018-02 | Journal article
Contributors: Wenjia Bai; Matthew Sinclair; Giacomo Tarroni; Ozan Oktay; Martin Rajchl; Ghislain Vaillant; Aaron M. Lee; Nay Aung; Elena Lukaschuk; Mihir M. Sanghvi et al.
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Crossref

Multi-atlas segmentation with augmented features for cardiac MR images

Medical Image Analysis
2015 | Journal article
EID:

2-s2.0-84908128415

Contributors: Bai, W.; Shi, W.; Ledig, C.; Rueckert, D.
Source: Self-asserted source
Wenjia Bai via Scopus - Elsevier

Multiatlas whole heart segmentation of CT data using conditional entropy for atlas ranking and selection

Medical Physics
2015 | Journal article
EID:

2-s2.0-84935866567

Contributors: Zhuang, X.; Bai, W.; Song, J.; Zhan, S.; Qian, X.; Shi, W.; Lian, Y.; Rueckert, D.
Source: Self-asserted source
Wenjia Bai via Scopus - Elsevier

Right ventricle segmentation from cardiac MRI: A collation study

Medical Image Analysis
2015 | Journal article
EID:

2-s2.0-84919361099

Contributors: Petitjean, C.; Zuluaga, M.A.; Bai, W.; Dacher, J.-N.; Grosgeorge, D.; Caudron, J.; Ruan, S.; Ayed, I.B.; Cardoso, M.J.; Chen, H.-C. et al.
Source: Self-asserted source
Wenjia Bai via Scopus - Elsevier

A bi-ventricular cardiac atlas built from 1000+ high resolution MR images of healthy subjects and an analysis of shape and motion

Medical Image Analysis
2015-12 | Journal article
Contributors: Wenjia Bai; Wenzhe Shi; Antonio de Marvao; Timothy J.W. Dawes; Declan P. O’Regan; Stuart A. Cook; Daniel Rueckert
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Crossref

Application-driven MRI: Joint reconstruction and segmentation from undersampled MRI data

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2014 | Book
EID:

2-s2.0-84906979665

Contributors: Caballero, J.; Bai, W.; Price, A.N.; Rueckert, D.; Hajnal, J.V.
Source: Self-asserted source
Wenjia Bai via Scopus - Elsevier

Application-driven MRI: joint reconstruction and segmentation from undersampled MRI data.

Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention
2014 | Journal article
EID:

2-s2.0-84909640377

Contributors: Caballero, J.; Bai, W.; Price, A.N.; Rueckert, D.; Hajnal, J.V.
Source: Self-asserted source
Wenjia Bai via Scopus - Elsevier

Multi-atlas spectral PatchMatch: Application to cardiac image segmentation

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2014 | Book
EID:

2-s2.0-84906973520

Contributors: Shi, W.; Lombaert, H.; Bai, W.; Ledig, C.; Zhuang, X.; Marvao, A.; Dawes, T.; O'Regan, D.; Rueckert, D.
Source: Self-asserted source
Wenjia Bai via Scopus - Elsevier

Multi-atlas spectral PatchMatch: application to cardiac image segmentation.

Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention
2014 | Journal article
EID:

2-s2.0-84909589093

Contributors: Shi, W.; Lombaert, H.; Bai, W.; Ledig, C.; Zhuang, X.; Marvao, A.; Dawes, T.; O'Regan, D.; O'Regan, D.
Source: Self-asserted source
Wenjia Bai via Scopus - Elsevier

Patch-based evaluation of image segmentation

Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition
2014 | Conference paper
EID:

2-s2.0-84911435155

Contributors: Ledig, C.; Shi, W.; Bai, W.; Rueckert, D.
Source: Self-asserted source
Wenjia Bai via Scopus - Elsevier

A probabilistic patch-based label fusion model for multi-atlas segmentation with registration refinement: Application to cardiac MR images

IEEE Transactions on Medical Imaging
2013 | Journal article
EID:

2-s2.0-84880225856

Contributors: Bai, W.; Shi, W.; O'Regan, D.P.; Tong, T.; Wang, H.; Jamil-Copley, S.; Peters, N.S.; Rueckert, D.
Source: Self-asserted source
Wenjia Bai via Scopus - Elsevier

Automated analysis of atrial late gadolinium enhancement imaging that correlates with endocardial voltage and clinical outcomes: A 2-center study

Heart Rhythm
2013 | Journal article
EID:

2-s2.0-84881219312

Contributors: Malcolme-Lawes, L.C.; Juli, C.; Karim, R.; Bai, W.; Quest, R.; Lim, P.B.; Jamil-Copley, S.; Kojodjojo, P.; Ariff, B.; Davies, D.W. et al.
Source: Self-asserted source
Wenjia Bai via Scopus - Elsevier

Cardiac image super-resolution with global correspondence using multi-atlas PatchMatch

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2013 | Book
EID:

2-s2.0-84885896077

Contributors: Shi, W.; Caballero, J.; Ledig, C.; Zhuang, X.; Bai, W.; Bhatia, K.; De Marvao, A.M.S.M.; Dawes, T.; O'Regan, D.; Rueckert, D.
Source: Self-asserted source
Wenjia Bai via Scopus - Elsevier

Cardiac image super-resolution with global correspondence using multi-atlas patchmatch.

Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention
2013 | Journal article
EID:

2-s2.0-84893845487

Contributors: Shi, W.; Caballero, J.; Ledig, C.; Zhuang, X.; Bai, W.; Bhatia, K.; de Marvao, A.M.; Dawes, T.; O'Regan, D.; Rueckert, D.
Source: Self-asserted source
Wenjia Bai via Scopus - Elsevier

Evaluation of current algorithms for segmentation of scar tissue from late Gadolinium enhancement cardiovascular magnetic resonance of the left atrium: An open-access grand challenge

Journal of Cardiovascular Magnetic Resonance
2013 | Journal article
EID:

2-s2.0-84890531904

Contributors: Karim, R.; Housden, R.J.; Balasubramaniam, M.; Chen, Z.; Perry, D.; Uddin, A.; Al-Beyatti, Y.; Palkhi, E.; Acheampong, P.; Obom, S. et al.
Source: Self-asserted source
Wenjia Bai via Scopus - Elsevier
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Peer review (9 reviews for 4 publications/grants)

Review activity for Journal of cardiovascular magnetic resonance. (1)
Review activity for Medical image analysis. (3)
Review activity for Nature communications (3)
Review activity for Nature machine intelligence. (2)