Timothy Bray

University College Hospital — United Kingdom

Medicine · Health Sciences

13h-index727citations92works2.12yr avg
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Research Topics

Spondyloarthritis Studies and Treatments(41), Bone and Joint Diseases(30), Rheumatoid Arthritis Research and Therapies(23), Autoimmune and Inflammatory Disorders Research(17), Advanced MRI Techniques and Applications(10)

Publications92 total

RAIDER: Rapid, anatomy-independent, deep learning-based PDFF and R2* estimation using magnitude-only signals, dual neural networks and training data distribution design
The Journal of Machine Learning for Biomedical Imaging·2025Open Access
RAIDER-SSL: Self-supervised machine learning for rapid, anatomy-independent PDFF and R2* estimation using magnitude-only signals
Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition·2025
Resolving Quantitative MRI Model Degeneracy in Self-supervised Machine Learning
Lecture notes in computer science·2025Open Access
Effect of Nonsteroidal Anti‐Inflammatory Drugs on Sacroiliac Joint Inflammation, as Seen on Magnetic Resonance Imaging, in Axial Spondyloarthritis
Arthritis Care & Research·2025· 1 citedOpen Access
What are the oral health implications of using snus? A systematic review
British Journal of Oral and Maxillofacial Surgery·2025· 5 cited
PCASL with a clinically practical ischemia-hyperemia protocol for use in critical limb threatening ischemia
Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition·2024
RAIDER: Rapid, anatomy-independent, deep learning-based chemical shift-encoded MRI
Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition·2024
Simplified, ‘single-step’ segmentation and quantification of bone marrow oedema using deep learning
Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition·2024
Do deep learning-based qMRI parameter estimators improve clinical task performance?
Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition·2024
SCREENER: A general framework for task-specific experiment design in quantitative MRI
arXiv (Cornell University)·2024Open Access
Quantitative Magnetic Resonance Imaging (<scp>qMRI</scp>) of the Small Bowel in Crohn's Disease: State‐of‐the‐Art and Future Directions
Journal of Magnetic Resonance Imaging·2024· 2 citedOpen Access
RAIDER: Rapid, anatomy-independent, deep learning-based PDFF and R2* estimation using magnitude-only signals
arXiv (Cornell University)·2024Open Access
A simple, clinically usable whole-body MRI system of joint assessment in adolescents and young people with juvenile idiopathic arthritis
Lara D. Veeken·2024· 7 citedOpen Access
Choice of training label matters: how to best use deep learning for quantitative MRI parameter estimation
The Journal of Machine Learning for Biomedical Imaging·2024· 7 cited
Detection of inflammation by whole-body MRI in young people with juvenile idiopathic arthritis
Lara D. Veeken·2024· 8 citedOpen Access
Current usage of and perspectives on the use of MRI to assess treatment non-response in axial spondyloarthritis: a UK-based survey
Rheumatology Advances in Practice·2024· 4 citedOpen Access
Evaluation of the current use of MRI to aid the diagnosis of axial spondyloarthritis in the UK: results from a freedom of information request
Clinical Radiology·2023· 6 citedOpen Access
Measuring response to treatment in axial spondyloarthritis using quantitative imaging biomarkers: a prospective observational cohort study
British Journal of Radiology·2023· 3 citedOpen Access
Volume of hyperintense inflammation (VHI): a deep learning-enabled quantitative imaging biomarker of inflammation load
Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition·2023
MAGORINO: Magnitude-only fat fraction and R2* estimation with Rician noise modelling
Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition·2023
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Frequent Co-authors

Margaret Hall‐Craggs(39), Alan Bainbridge(14), Coziana Ciurtin(12), Debajit Sen(9), Shonit Punwani(8), Corinne Fisher(8), Naomi Sakai(7), Hui Zhang(7), Alexis Jones(5), Raj Sengupta(5), Helena Marzo‐Ortega(5), Pedro Machado(5), Yiannis Ioannou(5), Kanimozhi Vendhan(5), Varvara Choida(5), Alan Bainbridge(4), Kannan Rajesparan(4), Maaz Ali Abbasi(4), Alexander N. Bennett(3), Maria Leandro(3)